Latest News in the category AI
A news aggregator from various RSS feeds, like technology, gaming, development and general news sites.
Local Move Requests in Exchange Online – Why They’re Not Supported
In Exchange Online, administrators sometimes consider using the New-MoveRequest cmdlet to move mailboxes within the same tenant or datacenter.While this command exists for historical reasons, Microsoft does not support local move requests.Since local move initiated by the admin is not supported, there is no expected duration of the local move request.
08/01/2026
Determine Defender for Endpoint offboarding state of Windows machines using PowerShell
The status “Can be onboarded” means that either the endpoint was offboarded from the platform or, that it is a new device discovered by the “Device Discovery” service of MDE and the platform is highlighting this for you as something to address and cover the security gap that represents an endpoint without protection.To circumvent this existing challenge, Powershell can come to the rescue, and you can run a script that determines with a high level of confidence that a device was offboarded from the platform without the need to wait for the 7 days period it takes a device to be deemed as inactive in the console.In essence, the script checks an indicator in the registry and the status of the key service that is responsible for sending telemetry to the portal and a true indication that the device is onboarded in Defender for Endpoint, the Sense.exe service.
08/01/2026
Evaluating Generative AI Models Using Microsoft Foundry’s Continuous Evaluation Framework
In this article, we’ll explore how to design, configure, and operationalize model evaluation using Microsoft Foundry’s built-in capabilities and best practices.Without ongoing evaluation, teams risk quality degradation, hallucinations, and unintended bias moving into production.Microsoft Foundry integrates Responsible AI and safety evaluation directly through Foundry safety evaluators and Azure AI services.
08/01/2026
Customer Story: EPAM's Data-Driven Copilot Adoption Journey
The organization was among the first in Europe to provision Copilot licenses through Microsoft’s Early Access Program, taking a proactive approach to AI enablement.EPAM’s clients increasingly expect AI fluency and the ability to leverage cutting-edge tools like Microsoft Copilot.With prebuilt and custom reports in Copilot Analytics, EPAM was able to measure the impact of Copilot usage across more than 2000 employees in a 6-month period.
08/01/2026
Introducing AI-powered incident prioritization in Microsoft Defender
Microsoft Defender brings Microsoft Defender XDR and Microsoft Sentinel signals together into correlated incidents, which is exactly what you want for end-to-end visibility.The goal of the incident queue experience is simple—to turn a high-volume stream of incidents across devices, identities, mailboxes, and cloud resources into a prioritized, explainable worklist so analysts can act faster with confidence.Microsoft Defender aggregates related alerts and automated investigations into an incident.
08/01/2026
Add links to text faster in Word
I’m excited to share an update to Word for the web, Word for Windows, and Word for Mac that makes it easier to add hyperlinks to your documents.Add links to text faster in WordIn Word for the web, Word for Windows, or Word for Mac, select the text you want to add the link to, and then paste the hyperlink.
08/01/2026
Introducing Viva Engage Masterclass: Your Guide to the Viva Engage Essentials (Season 2)
Last year, we launched the Viva Engage Masterclass: Your Guide to the Viva Engage Essentials to help communicators, community managers, and IT leaders build confidence with Viva Engage, and we were blown away by the engagement from customers around the world.and we were blown away by the engagement from customers around the world.So we’re excited to bring the series back for Season 2 in 2026.The Viva Engage Masterclass is a customer focused learning series that covers the essentials of Viva Engage.
08/01/2026
My MVP Story: Yolanda Cuesta's Journey from Accounting to Excel MVP
But in the world of technology, MVP means “Most Valuable Professional.”Discovering the Microsoft MVP ProgramReceiving the MVP Award was a turning point—opening doors to new opportunities, global events, and lifelong connections - Yolanda Cuesta.
08/01/2026
Resolve-DnsName vs. nslookup in Windows
The choice of tool you pick to diagnose name resolution, such as DNS, inside Windows can impact the accuracy of your troubleshooting.nslookup is a standalone executable which operates independently of the Windows DNS client resolver (DNS-CR).It does not make any name resolution Windows API calls.
08/01/2026
Stanford Researchers Build SleepFM Clinical: A Multimodal Sleep Foundation AI Model for 130+ Disease Prediction
A team of Stanford Medicine researchers have introduced SleepFM Clinical, a multimodal sleep foundation model that learns from clinical polysomnography and predicts long term disease risk from a single night of sleep.The research work is published in Nature Medicine and the team has released the clinical code as the open source sleepfm-clinical repository on […]The post Stanford Researchers Build SleepFM Clinical: A Multimodal Sleep Foundation AI Model for 130+ Disease Prediction appeared first on MarkTechPost.
08/01/2026
Kevään 2026 Tekniset ja myynnin Kumppanitunnit
Microsoftin tekniset ja myynnille suunnatut Kumppanitunnit järjestetään Cloud Champion -sivustolla, josta ne ovat kätevästi saatavilla tallenteina materiaaleineen pari tuntia live-lähetyksen jälkeen.Kumppanitunti on joka toinen perjantai klo 10–11 järjestettävä Microsoftin kumppaniwebinaari, joka on tarkoitettu kaikille Microsoftin kumppaneille.16.1. Tekninen Kumppanitunti: Intune Suite
08/01/2026
Azure Database Security Newsletter - January 2026
Security isn’t just a checkbox—it’s the backbone of everything we build.That’s why our database security strategy is rooted in the Zero Trust model, a simple but powerful idea: never assume, always verify.Dynamic Data Masking in Cosmos DB
08/01/2026
Why PITR Restore for Azure SQL Hyperscale Can Take Longer Than Expected
Azure SQL Database Hyperscale is designed to deliver fast, storage‑optimized backup and restore operations.According to Microsoft documentation, most Point‑in‑Time Restore (PITR) operations for Hyperscale should complete within 10 minutes, regardless of database size, because the service uses metadata-based restore techniques rather than copying full data files.However, some real‑world scenarios can lead to unexpectedly long restore times, even when the source database is Hyperscale and even when no obvious configuration changes are made.
08/01/2026
Implementing A2A protocol in NET: A Practical Guide
The Agent‑to‑Agent Standard (A2AS) addresses this gap by defining a universal, vendor‑neutral protocol for structured agent interoperability.A2A establishes a common language for agents, built on familiar web primitives: JSON‑RPC 2.0 for messaging and HTTPS for transport.The open‑source A2A project provides a full‑featured .NET SDK, enabling developers to build and host A2A agents using ASP.NET Core or integrate with other agents as a client.
08/01/2026
Global expansion—now available in West Europe (Netherlands)
Over the past year, we have worked closely with Oracle to rapidly expand the global footprint of Oracle Database@Azure, bringing Oracle AI Database services to more than 30 Azure regions worldwide.We are excited to announce that Oracle Database@Azure is now available in the West Europe (Netherlands) region.In addition, Oracle Database@Azure is now live in Brazil Southeast (Rio de Janeiro), enhancing regional disaster recovery and business continuity capabilities.
08/01/2026
EP 33 | Turning Chaos into Growth: The Power of Data-Driven Partnerships in the Microsoft Ecosystem
Yet, for many organizations, the partner channel still feels like a maze: fragmented data, unclear responsibilities, and missed opportunities abound.In this episode of IAMCP Profiles in Partnership, hosts Anthony Carrano and Rudy Rodriguez from Dunamis Marketing sit down with Nigel Postings, Partner at Channel Partner Intelligence at bizcise and a Global Finalist for the P2P Solution Provider Awards.A shining example of this new paradigm comes from a recent episode of the IAMCP Profiles in Partnership podcast, where host Anthony Carrano interviews Nigel Postings, founding partner of bizcise.
07/01/2026
A Coding Implementation to Build a Unified Apache Beam Pipeline Demonstrating Batch and Stream Processing with Event-Time Windowing Using DirectRunner
In this tutorial, we demonstrate how to build a unified Apache Beam pipeline that works seamlessly in both batch and stream-like modes using the DirectRunner.We generate synthetic, event-time–aware data and apply fixed windowing with triggers and allowed lateness to demonstrate how Apache Beam consistently handles both on-time and late events.By switching only the […]
07/01/2026
Accelerate Your Security Copilot Readiness with Our Global Technical Workshop Series
The Security Copilot Technical Customer Readiness team is delivering free, virtual hands-on workshops year-round, available across multiple time zones to fit global schedules. These sessions are designed specifically for technical practitioners who want to deepen their AI for Security expertise with Microsoft Entra, Intune, Microsoft Purview, and Microsoft Threat Protection.Learn and Engage with the Microsoft Security Community
07/01/2026
Always‑on Diagnostics for Purview Endpoint DLP: Effortless, Zero‑Friction troubleshooting for admins
With always-on diagnostics in Purview endpoint data loss prevention (DLP), our goal has been simple: make troubleshooting seamless, and effortless—without ever disrupting the information worker.Today, we’re excited to share new enhancements to always-on diagnostics for Purview endpoint DLP.Earlier this year, we introduced continuous diagnostic trace collection on Windows endpoints (support for macOS endpoints coming soon).
07/01/2026
Introducing Dragon HD Omni: Azure Speech New Voice Type Now in Preview via Microsoft Foundry
Dragon HD Omni is Microsoft Azure Speech’s newest text‑to‑speech generation, delivering over 700 high‑quality voices with enhanced expressiveness, multi‑lingual fluency, and multi‑style control — all through a unified model built in Microsoft Foundry.Dragon HD Omni offers a range of prebuilt voices with distinct personas and emotions, supporting diverse use cases from agent-based applications to content creation.Dragon HD Omni supports the word boundary event, which allows developers to track the precise timing of each word as it is spoken.
07/01/2026
Azure V710 V5 Series -AMD Radeon GPU - Validation of Siemens CAD -NX
The NVads V710 v5-series virtual machines on Azure are designed for GPU-accelerated workloads and virtual desktop environments.ATS Interactive Test Results evaluate Siemens NX graphics behavior during real‑time user interactions such as rotation, zoom, pan, sectioning, and view manipulation.Siemens NX on Azure NVads_v710 powered by AMD GPUs enables enterprise-class CAD/CAM/CAE experiences in the cloud.
07/01/2026
New in Microsoft Marketplace: January 7, 2026
Learn about 405 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs. Get it now in our marketplace
07/01/2026
TII Abu-Dhabi Released Falcon H1R-7B: A New Reasoning Model Outperforming Others in Math and Coding with only 7B Params with 256k Context Window
Technology Innovation Institute (TII), Abu Dhabi, has released Falcon-H1R-7B, a 7B parameter reasoning specialized model that matches or exceeds many 14B to 47B reasoning models in math, code and general benchmarks, while staying compact and efficient.It builds on Falcon H1 7B Base and is available on Hugging Face under the Falcon-H1R collection.Falcon-H1R-7B is […]
07/01/2026
Announcing Azure CycleCloud Workspace for Slurm: Version 2025.12.01 Release
We are excited to announce the latest release of Azure CycleCloud Workspace for Slurm, now available with the powerful features and enhancements introduced in CycleCloud 8.8.1.To use this feature, simply set up an Azure Monitor Workspace for Prometheus and an Azure Managed Grafana environment.The 2025.12.01 release of Azure CycleCloud Workspace for Slurm delivers substantial advancements that strengthen performance, security, and usability for HPC environments.
07/01/2026
General Availability of Mirroring Azure Database for PostgreSQL in Microsoft Fabric Is Here!
Few weeks ago at Microsoft Ignite 2025, we announced General Availability (GA) of Mirroring for Azure Database for PostgreSQL flexible server in Microsoft Fabric.Data from your operational PostgreSQL databases is continuously replicated into OneLake as Delta tables, making it instantly available for analytics, machine learning, and reporting.The General Availability of Mirroring for Azure Database for PostgreSQL Flexible Server in Microsoft Fabric represents a significant advancement for organizations seeking to unlock real-time analytics, AI, and BI on their operational data—securely, reliably, and without ETL complexity.
07/01/2026
Azure Data Platform Security Newsletter - January 2026
Security isn’t just a checkbox—it’s the backbone of everything we build.That’s why our database security strategy is rooted in the Zero Trust model, a simple but powerful idea: never assume, always verify.Dynamic Data Masking in Cosmos DB
07/01/2026
Building scalable, cost-effective real-time multiplayer games with Azure Web PubSub
Modern multiplayer games demand more than fast servers - they require persistent, reliable, low-latency communication at massive scale, often under highly unpredictable traffic patterns.In this post, we’ll explore how a game studio building a large-scale online RPG addressed these challenges using Azure Web PubSub, and what lessons other game developers can apply when designing their own real-time backend architectures.By adopting a managed real-time service like Azure Web PubSub, teams can:
07/01/2026
Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap
That’s where the Softmax activation function comes in.Softmax takes the raw, unbounded scores produced by a neural network and transforms them into a well-defined probability distribution, making it possible to interpret each output as the likelihood of a specific […]The post Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap appeared first on MarkTechPost.
07/01/2026
NVIDIA AI Released Nemotron Speech ASR: A New Open Source Transcription Model Designed from the Ground Up for Low-Latency Use Cases like Voice Agents
NVIDIA has just released its new streaming English transcription model (Nemotron Speech ASR) built specifically for low latency voice agents and live captioning.The checkpoint nvidia/nemotron-speech-streaming-en-0.6b on Hugging Face combines a cache aware FastConformer encoder with an RNNT decoder, and is tuned for both streaming and batch workloads on modern NVIDIA GPUs.The post NVIDIA AI Released Nemotron Speech ASR: A New Open Source Transcription Model Designed from the Ground Up for Low-Latency Use Cases like Voice Agents appeared first on MarkTechPost.
07/01/2026
How to Design an Agentic AI Architecture with LangGraph and OpenAI Using Adaptive Deliberation, Memory Graphs, and Reflexion Loops
In this tutorial, we build a genuinely advanced Agentic AI system using LangGraph and OpenAI models by going beyond simple planner, executor loops.We implement adaptive deliberation, where the agent dynamically decides between fast and deep reasoning;a Zettelkasten-style agentic memory graph that stores atomic knowledge and automatically links related experiences;
06/01/2026
AI in Care Services: Restoring the Human Touch
In Australia alone, the care sector faces a 344,000-worker shortage.ACT in Australia and Parlan in the Netherlands—are showing how AI can do just that.Buddy, an AI assistant built on Microsoft Azure.
06/01/2026
Azure Maps: Understanding View vs. Routing Coordinates
When you work with Azure Maps long enough, you will eventually run into a subtle but important detail: the platform returns two different types of coordinates for the same address.Think of the Azure Maps view coordinate as “the place where the map pin should sit.”Azure Maps generates them to represent an access point.
06/01/2026
Securing the AI Pipeline – From Data to Deployment
Protecting this chain demands a holistic security strategy anchored in Zero Trust for AI, supply chain integrity, and continuous monitoring.In this post, we map the pipeline, identify key attack vectors at each stage, and outline practical defenses using Microsoft’s security controls—spanning data governance with Purview, confidential training environments in Azure, and runtime threat detection with Defender for Cloud.The Reference Architecture for Zero Trust in AI establishes a security-first blueprint for the entire AI pipeline—from raw data ingestion to model deployment and continuous monitoring.
06/01/2026
MVP Dominick Raimato Showcases Real-Time Intelligence with Microsoft Fabric & IoT
MVP Dominick Raimato Shows UsDominick Raimato shows the Raspberry Pi devices that power his hands‑on real‑time intelligence demo with Microsoft FabricThe Raspberry Pi devices Dominick Raimato used to bring real‑time intelligence to life during his Microsoft Fabric demo.
06/01/2026
Partner Blog | What's new for Microsoft partners: January 2026 edition
Your voice continues to shape how the Microsoft AI Cloud Partner Program evolves.From the innovations unveiled at Microsoft Ignite to updates across benefits, Azure, AI business solutions, Marketplace, security, and skilling, this edition is designed to build capability, accelerate execution, and drive meaningful customer impact as AI becomes central to every workload. Microsoft Ignite marked an important evolution for the Microsoft AI Cloud Partner Program, introducing new investments for partners to lead as Frontier Firms, translating their own AI experience into customer impact. Read Nicole Dezen’s blog for a partner-focused recap of Microsoft Ignite 2025, bringing together the announcements that matter most across AI, cloud platforms, security, and developer tools.
06/01/2026
Exchange Online canceling the Mailbox External Recipient Rate Limit
We’re announcing an important change: the Mailbox External Recipient Rate Limit in Exchange Online is being canceled indefinitely at this time.Customers have shared that this limit creates significant operational challenges, especially given the limited capabilities of bulk sending offerings available today.The Recipient Rate Limit and the Tenant-level External Recipient Rate Limit mentioned in Exchange Online limits remain unchanged by this announcement.
06/01/2026
Microsoft Purview Data Governance - Authoring Custom Data Quality rules using expression languages
To maintain high-quality data, organizations must continuously measure and monitor data quality and understand the negative impact of poor-quality data on their specific use cases.Data quality rules play a critical role in objectively measuring, enforcing, and quantifying data quality, enabling organizations to improve trust, reduce risk, and maximize the value of their data assets.Data Quality (DQ) rules define how data should be structured, related, constrained, and validated so it can be trusted for operational, analytical, and AI use cases.Custom rules allow you to define validations that evaluate one or more values within a row, enabling complex, context-aware data quality checks tailored to specific business requirements.
06/01/2026
Partner Case Study | Unboxed
Unboxed, a Microsoft partner based in Richmond, Virginia, has spent more than 16 years helping Fortune 500 companies meet that challenge.The team specializes in skill-based learning and development, with a focus on what they call “Skill Agility”™—the ability to build and apply new skills at the pace of business change.The Unboxed Skill Building Platform, built entirely on Microsoft Azure, integrates AI-powered roleplay, coaching, and compliance validation to deliver personalized, scalable training across distributed teams.
06/01/2026
Artificial Intelligence & Security
The global AI market is on a trajectory of significant expansion, projected to increase nearly 5X by 2030, from $391 billion in 2025 to $1.81 trillion.Microsoft AIA responsible approach to AI security involves three dimensions:
06/01/2026
Find the Alerts You Didn't Know You Were Missing with Azure SRE Agent
Using SRE Agent to Find the Alert GapsStep 3: Create a Subagent inside SRE Agent for managing Azure Monitor AlertsAsk the agent to review your alerts before something breaks.
06/01/2026
Windows news you can use: December 2025
Last month, Windows security experts hosted an Ask Me Anything about updating Secure Boot certificates on Windows devices before the certificates expire in June 2026.Be sure to watch the video and read the questions and answers posted in the discussion section.[CLOUD] [VIRTUALIZATION] – Multimedia call redirection on Azure Virtual Desktop and Windows 365 now supports Genesys Cloud and Five9 Contact-Center-as-a-Service (CCaaS) platforms.
06/01/2026
Liquid AI Releases LFM2.5: A Compact AI Model Family For Real On Device Agents
Liquid AI has introduced LFM2.5, a new generation of small foundation models built on the LFM2 architecture and focused at on device and edge deployments.The model family includes LFM2.5-1.2B-Base and LFM2.5-1.2B-Instruct and extends to Japanese, vision language, and audio language variants.It is released as open weights on Hugging Face and exposed through the […]
06/01/2026
2025 Microsoft 365 Insider Blog Awards
2025 Microsoft 365 Insider Blog AwardsWe’re thrilled to announce the newest round of Microsoft 365 Insider Blog Awards, with winners in 4 categories.Most engagement on LinkedIn
06/01/2026
When and How to Update Statistics in Azure SQL Database
Accurate statistics are a cornerstone of good query performance in Azure SQL Database.While the platform automatically manages statistics in most scenarios, there are real‑world cases where manual intervention is not only recommended—but essential.This article explains when, why, and how to update statistics in Azure SQL Database, with practical samples and real customer scenarios drawn from production support cases.
06/01/2026
Fake Employees, Real Threat: Decentralized Identity to combat Deepfake Hiring?
In recent months, cybersecurity experts have sounded the alarm on a surge of fake “employees” – job candidates who are not who they claim to be.Gartner predicts that by 2028, one in four job applicant profiles could be fake in some way (3).Microsoft Entra Blog – Building trust into digital experiences with decentralized identities (June 10, 2020 by A. Simons & A. Patel) – Background on Microsoft’s approach to decentralized identity (DID, Verifiable Credentials). https://techcommunity.microsoft.com/t5/microsoft-entra-blog/building-trust-into-digital-experiences-with-decentralized/ba-p/1257362 & Decentralized digital identities and blockchain: The future as we see it.
06/01/2026
Marktechpost Releases ‘AI2025Dev’: A Structured Intelligence Layer for AI Models, Benchmarks, and Ecosystem Signals
Marktechpost has released AI2025Dev, its 2025 analytics platform (available to AI Devs and Researchers without any signup or login) designed to convert the year’s AI activity into a queryable dataset spanning model releases, openness, training scale, benchmark performance, and ecosystem participants.Marktechpost is a California based AI news platform covering machine learning, deep learning, and […]The post Marktechpost Releases ‘AI2025Dev’: A Structured Intelligence Layer for AI Models, Benchmarks, and Ecosystem Signals appeared first on MarkTechPost.
06/01/2026
Check This Out! (CTO!) Guide (December 2025)
Summary: The article explains how shifting the Source of Authority (SOA) for users from on-premises Active Directory (AD) to Microsoft Entra ID enables organizations to fully leverage cloud-based identity management, security, and governance.Summary: Azure Container Registry (ACR) is deprecating the Docker Content Trust (DCT) feature over three years, which will remove the trustPolicy property from APIs and affect related Azure Policy aliases.Summary: The article outlines a robust, reusable pipeline for extracting actionable data from large, semi-structured documents—such as contracts, invoices, and compliance records—using Azure Document Intelligence, OpenAI, and AI Search.
05/01/2026
Ep 32 | Building Trust, Embracing AI, and Navigating Culture: Lessons from Global Partnerships
Welcome to another edition of IAMCP Profiles and Partnership, where we spotlight the stories behind successful collaborations in the Microsoft ecosystem.In this episode, hosts Anthony Carrano and Rudy Rodriguez reconnect with Patrícia Maia, director at Arquiconsult: Overview and a 2025 EMEA finalist for the P2P Solution Partner Awards.Patricia Maia's journey is a testament to the power of trust, honesty, and adaptability in global partnerships.
05/01/2026
Microsoft Copilot Studio vs. Microsoft Foundry: Building AI Agents and Apps
Microsoft Copilot Studio and Microsoft Foundry (often referred to as Azure AI Foundry) are two key platforms in Microsoft’s AI ecosystem that allow organizations to create custom AI agents and AI-enabled applications.To help you decide which path suits your organization, this blog provides an educational comparison of Copilot Studio vs. Azure AI Foundry, focusing on their unique strengths, feature parity and differences, and key criteria like control requirements, preferences, and integration needs.When it comes to Copilot Studio vs. Azure AI Foundry, there is no universally “best” choice – the ideal platform depends on your team’s composition and project requirements.
05/01/2026
Microsoft Defender for Cloud Customer Newsletter
Now in public preview, DCSPM (Defender for Cloud Security Posture Management) extends its capabilities to cover serverless workloads in both Azure and AWS, like Azure Web Apps and AWS Lambda.Defender for Cloud’s integration with Endor Labs is now GA Check out Module 27 in the Defender for Cloud lab on GitHub.
05/01/2026
Beyond the Basics: How to Get More Value from Transcription in Microsoft Teams
This post is a follow‑up to my earlier guide, “How to Enable Transcription in Microsoft Teams: A Quick Guide to Smarter Meetings.”Transcription in Microsoft Teams isn’t just a convenience—it’s a powerful productivity engine hiding in plain sight.If you’ve already mastered how to enable transcription (or read my earlier guide), you’re ready for the next step: turning those transcripts into actionable insights, better collaboration, and smarter workflows.Whether you’re a project manager, educator, team lead, or someone who simply wants cleaner follow‑ups, this guide will help you unlock the full potential of Teams transcription.
05/01/2026
Key promotional offers in CSP extended through June 30, 2026
Microsoft is extending select Microsoft 365 suite promotional offers for Cloud Solution Provider (CSP) partners on new commerce through June 30, 2026: 10% discount on Microsoft 365 E3, Security add-on suites (Purview Suite and Defender Suite), and Microsoft 365 E5 three-year subscriptions With the extension, partners can continue to drive customer adoption of Microsoft 365 suites by offering advanced security, compliance, and productivity solutions at a reduced cost.
05/01/2026
Announcing public preview: Uncovering hidden threats with the Dynamic Threat Detection Agent
At Ignite, we announced the Security Copilot Dynamic Threat Detection Agent in Microsoft Defender: an always on, adaptive backend agent that uncovers hidden threats across Defender and Microsoft Sentinel environments.Running in the Defender backend, the agent delivers Copilot-sourced alerts directly into familiar workflows—complete with natural language explanations, mapped MITRE techniques, and tailored remediation steps.The Dynamic Threat Detection Agent is available as a free Public Preview for Security Copilot customers.
05/01/2026
Unlocking scalable growth through Microsoft Marketplace
Microsoft Marketplace has emerged as a central commercial engine designed to help software providers scale faster, reach new customers, and drive meaningful revenue growth through modern co-sell and partner-led motions.A Marketplace built for growth and innovationIt is a unified, enterprise-grade platform that supports discovery, procurement, contracting, and deployment of software solutions across customer segments—from SMBs to global enterprises.
05/01/2026
Evaluating AI Agents: Can LLM‑as‑a‑Judge Evaluators Be Trusted?
In our previous blog post, we explored why evaluating AI agents is more complex than evaluating a single Large Language Model (LLM), and we introduced the diverse set of evaluators needed to gain a holistic understanding of agent behavior.In this post, we explored why LLM-as-a-Judge is needed, how it performs in practice, and what our research revealed about its reliability.A holistic approach for test and evaluation of large language models [Technical report].
05/01/2026
Logic Apps Aviators Newsletter - January 2026
Ace Aviator of the MonthAce Aviator of the MonthJanuary's Ace Aviator: Sagar Sharma
05/01/2026
Engineering a Local-First Agentic Podcast Studio: A Deep Dive into Multi-Agent Orchestration
This technical guide explores the architecture and implementation of The AI Podcast Studio.This project demonstrates the seamless integration of the Microsoft Agent Framework, Local Small Language Models (SLMs), and VibeVoice to automate a complete tech podcast pipeline.The "Future Bytes" podcast is brought to life using VibeVoice, a specialized technology from Microsoft Research designed for natural conversational synthesis.
05/01/2026
Implementing Oracle Autonomous Transactions in Azure SQL for Seamless Logging
In Oracle PL/SQL, the directive PRAGMA AUTONOMOUS_TRANSACTION allows a block of code such as a procedure, function, or trigger to run in its own independent transaction.How to Implement Autonomous Transactions in Azure SQLIf you need logs that persist through rollbacks in Azure SQL, you can recreate the behavior of Oracle’s PRAGMA AUTONOMOUS_TRANSACTION using external logging via Azure Function
05/01/2026
A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and OpenAI
In this tutorial, we build an advanced multi-agent incident response system using AgentScope.We orchestrate multiple ReAct agents, each with a clearly defined role such as routing, triage, analysis, writing, and review, and connect them through structured routing and a shared message hub.By integrating OpenAI models, lightweight tool calling, and a simple internal runbook, […]
05/01/2026
OPNsense Firewall as Network Virtual Appliance (NVA) in Azure
OPNsense is a powerful open-source firewall that can be used to secure your virtual networks.In this guide, you’ll learn how to install and configure OPNsense Firewall on an Azure Virtual Machine, leveraging its capabilities to secure your cloud resources effectively.Now that you have OPNsense firewall set up as an NVA in Azure and have successfully established a WireGuard VPN connection, we can explore additional features and configurations such as integrating OPNsense into a Hub and Spoke network topology.
05/01/2026
LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression
Zlab Princeton researchers have released LLM-Pruning Collection, a JAX based repository that consolidates major pruning algorithms for large language models into a single, reproducible framework.It targets one concrete goal, make it easy to compare block level, layer level and weight level pruning methods under a consistent training and evaluation stack on both GPUs and […]The post LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression appeared first on MarkTechPost.
05/01/2026
Tencent Researchers Release Tencent HY-MT1.5: A New Translation Models Featuring 1.8B and 7B Models Designed for Seamless on-Device and Cloud Deployment
Tencent Hunyuan researchers have released HY-MT1.5, a multilingual machine translation family that targets both mobile devices and cloud systems with the same training recipe and metrics.HY-MT1.5 consists of 2 translation models, HY-MT1.5-1.8B and HY-MT1.5-7B, supports mutual translation across 33 languages with 5 ethnic and dialect variations, and is available on GitHub and Hugging Face […]The post Tencent Researchers Release Tencent HY-MT1.5: A New Translation Models Featuring 1.8B and 7B Models Designed for Seamless on-Device and Cloud Deployment appeared first on MarkTechPost.
05/01/2026
AI Interview Series #5: Prompt Caching
Question: Imagine your company’s LLM API costs suddenly doubled last month.A deeper analysis shows that while user inputs look different at a text level, many of them are semantically similar.Prompt caching is an optimization […]
05/01/2026
DeepSeek Researchers Apply a 1967 Matrix Normalization Algorithm to Fix Instability in Hyper Connections
DeepSeek researchers are trying to solve a precise issue in large language model training. Residual connections made very deep networks trainable, hyper connections widened that residual stream, and training then became unstable at scale. The new method mHC, Manifold Constrained Hyper Connections, keeps the richer topology of hyper connections but locks the mixing behavior on […] The post
04/01/2026
Real‑World Cloud & Azure SQL Database Examples Using Kepner‑Tregoe
The Kepner‑Tregoe (KT) methodology is especially effective in modern cloud environments like Azure SQL Database, where incidents are often multi‑dimensional, time‑bound, and affected by asynchronous and self‑healing behaviors. Below are practical examples illustrating how KT can be applied in real Azure SQL scenarios. Example 1: Azure SQL Geo‑Replication Lag Observed on Read‑Only Replica ScenarioAn application team reports that changes committed on the p...
03/01/2026
Kepner‑Tregoe: A Structured and Rational Approach to Problem Solving and Decision‑Making
In complex, distributed systems—such as cloud platforms, high‑availability databases, and mission‑critical applications—effective problem solving requires more than intuition or experience. Incidents often involve multiple variables, incomplete signals, and tight timelines, making unstructured analysis both risky and inefficient. This is where Kepner‑Tregoe (KT) methodology proves its value. Developed in the 1960s by Charles K...
03/01/2026
How to Build a Production-Ready Multi-Agent Incident Response System Using OpenAI Swarm and Tool-Augmented Agents
In this tutorial, we build an advanced yet practical multi-agent system using OpenAI Swarm that runs in Colab. We demonstrate how we can orchestrate specialized agents, such as a triage agent, an SRE agent, a communications agent, and a critic, to collaboratively handle a real-world production incident scenario. By structuring agent handoffs, integrating lightweight tools […] The post
03/01/2026
Recursive Language Models (RLMs): From MIT’s Blueprint to Prime Intellect’s RLMEnv for Long Horizon LLM Agents
Recursive Language Models aim to break the usual trade off between context length, accuracy and cost in large language models. Instead of forcing a model to read a giant prompt in one pass, RLMs treat the prompt as an external environment and let the model decide how to inspect it with code, then recursively call […] The post
02/01/2026
A Coding Implementation to Build a Self-Testing Agentic AI System Using Strands to Red-Team Tool-Using Agents and Enforce Safety at Runtime
In this tutorial, we build an advanced red-team evaluation harness using Strands Agents to stress-test a tool-using AI system against prompt-injection and tool-misuse attacks. We treat agent safety as a first-class engineering problem by orchestrating multiple agents that generate adversarial prompts, execute them against a guarded target agent, and judge the responses with structured evaluation […] The post
02/01/2026
Title Plan Update – January 2, 2026
🥳January 2, 2026 - Title Plan Now Available Access the latest Instructor-Led Training (ILT) updates anytime at http://aka.ms/Courseware_Title_Plan to ensure you're always working from the most current version. 📌 Reminder: To help you stay informed more quickly and consistently, we’ve moved to a weekly publishing cadence for the title plan. This means each update may...
02/01/2026
New in Microsoft Marketplace: January 2, 2026
Learn about 141 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs. Get it now in our marketplace
02/01/2026
Geo‑Replication Redo Lag in Azure SQL Database
Monitoring and Troubleshooting Using Public DMVs Azure SQL Database provides built‑in high availability and geo‑replication capabilities to ensure database resilience and business continuity. While replication is fully managed by the platform, customers may occasionally observe a delay between the primary and geo‑replicated secondary database, especially during periods of heavy write activity. This article provid...
02/01/2026
How Cloudflare’s tokio-quiche Makes QUIC and HTTP/3 a First Class Citizen in Rust Backends
Cloudflare has open sourced tokio-quiche, an asynchronous QUIC and HTTP/3 Rust library that wraps its battle tested quiche implementation with the Tokio runtime. The library has been refined inside production systems such as Apple iCloud Private Relay, next generation Oxy based proxies and WARP’s MASQUE client, where it handles millions of HTTP/3 requests per second […] The post
31/12/2025
What’s New in Microsoft Teams | December 2025
As 2025 comes to a close, I want to thank you all for being part of the Microsoft Tech community! Your suggestions and feedback have been incredibly impactful as we’ve continued working toward our goal of making Teams smarter, more secure, and easier to use. In 2026, you can look forward to new ways to collaborate and do more, with Teams as the platform where people and agents collaborate together. We hope you’ll keep sharing your experience with new Teams features in the new year! To ...
31/12/2025
How to Design Transactional Agentic AI Systems with LangGraph Using Two-Phase Commit, Human Interrupts, and Safe Rollbacks
In this tutorial, we implement an agentic AI pattern using LangGraph that treats reasoning and action as a transactional workflow rather than a single-shot decision. We model a two-phase commit system in which an agent stages reversible changes, validates strict invariants, pauses for human approval via graph interrupts, and commits or rolls back only then. […] The post
31/12/2025
Azure SQL Database High Availability: Architecture, Design, and Built‑in Resilience
High availability (HA) is a core pillar of Azure SQL Database. Unlike traditional SQL Server deployments—where availability architectures must be designed, implemented, monitored, and maintained manually—Azure SQL Database delivers built‑in high availability by design. By abstracting infrastructure complexity while still offering enterprise‑grade resilience, Azure SQL Database enables customers to achieve strict availability SLAs with minimal oper...
31/12/2025
Azure SQL Database Data Sync Retirement: Migration Scenarios and Recommended Alternatives
Azure SQL Database Data Sync has long been used to keep data consistent across multiple Azure SQL databases. However, as the service moves toward retirement, many customers are now asking an important question: How do we replace Azure SQL Data Sync with a supported, future‑proof solution—without significant data loss or downtime? In this article, we’ll walk through: What Data Sync retirement means in practice Typical migration challenges A real-wor...
31/12/2025
Tencent Released Tencent HY-Motion 1.0: A Billion-Parameter Text-to-Motion Model Built on the Diffusion Transformer (DiT) Architecture and Flow Matching
Tencent Hunyuan’s 3D Digital Human team has released HY-Motion 1.0, an open weight text-to-3D human motion generation family that scales Diffusion Transformer based Flow Matching to 1B parameters in the motion domain. The models turn natural language prompts plus an expected duration into 3D human motion clips on a unified SMPL-H skeleton and are available […] The post
31/12/2025
AI-assisted load test authoring in Azure App Testing
Creating reliable load tests shouldn’t require hours of manual scripting. With AI-assisted load test authoring in Azure App Testing, you can go from a simple browser recording to a production-ready JMeter script in minutes, while staying fully in control of what gets applied. This new experience helps you: Create load tests faster by recording real user journeys directly from the browser Improve script quality automatically with AI-recommended best practices ...
31/12/2025
Excel in 2025: A Year of Culture, Craft, and Copilot
As 2025 comes to a close, one thing feels clearer than ever: Excel is no longer just something you use. It’s something you belong to.
30/12/2025
A Coding Implementation of an OpenAI-Assisted Privacy-Preserving Federated Fraud Detection System from Scratch Using Lightweight PyTorch Simulations
In this tutorial, we demonstrate how we simulate a privacy-preserving fraud detection system using Federated Learning without relying on heavyweight frameworks or complex infrastructure. We build a clean, CPU-friendly setup that mimics ten independent banks, each training a local fraud-detection model on its own highly imbalanced transaction data. We coordinate these local updates through a […] The post
30/12/2025
Alibaba Tongyi Lab Releases MAI-UI: A Foundation GUI Agent Family that Surpasses Gemini 2.5 Pro, Seed1.8 and UI-Tars-2 on AndroidWorld
Alibaba Tongyi Lab have released MAI-UI—a family of foundation GUI agents. It natively integrates MCP tool use, agent user interaction, device–cloud collaboration, and online RL, establishing state-of-the-art results in general GUI grounding and mobile GUI navigation, surpassing Gemini-2.5-Pro, Seed1.8, and UI-Tars-2 on AndroidWorld. The system targets three specific gaps that early GUI agents often ignore, […] The post
30/12/2025
Partner Case Study | Cloudforce
As global threats evolve and national security challenges grow more complex, defense organizations are mobilizing to deliver faster insights, adapt to emerging technologies, and maintain the highest standards of data protection. In that effort, AI is reshaping how agencies respond to crises, model future risks, and support decision-making. Deploying AI securely in high-compliance environments remains a challenge. Nonprofit organization CNA, a federally funded research and development c...
30/12/2025
From Vibe Coding to Working App: How SRE Agent Completes the Developer Loop
The Most Common Challenge in Modern Cloud Apps There's a category of bugs that drive engineers crazy: multi-layer infrastructure issues. Your app deploys successfully. Every Azure resource shows "Succeeded." But the app fails at runtime with a vague error like Login failed for user ''. Where do you even start? You're checking the Web App, the SQL Server, the VNet, the private endpoint, the DNS zone, the identity configuration... and eac...
30/12/2025
Azure SQL Database Data Sync Retirement: Migration Scenarios and Recommended Alternatives
Why Azure SQL Data Sync Retirement Matters Azure SQL Data Sync relies on: Triggers Metadata tables Hub-and-spoke topology While functional, this architecture introduces complexity, performance overhead, and operational risks, especially as data volumes and workloads grow. Microsoft’s long-term direction favors scalable, resilient, and observable data integration services, such as Azure Data ...
30/12/2025
Azure SQL Database Sharding: How It Works, Why It Matters, and How to Distribute Data Across Shards
What Is Sharding in Azure SQL Database? Sharding is the technique of splitting a large dataset horizontally across multiple independent databases—called shards. Every shard contains the same schema but holds only a subset of the data. This approach allows an application to scale out nearly indefinitely because storage, compute load, and network demand are distributed across multiple database nodes rather than centralized in one.  ...
30/12/2025
Meet LLMRouter: An Intelligent Routing System designed to Optimize LLM Inference by Dynamically Selecting the most Suitable Model for Each Query
LLMRouter is an open source routing library from the U Lab at the University of Illinois Urbana Champaign that treats model selection as a first class system problem. It sits between applications and a pool of LLMs and chooses a model for each query based on task complexity, quality targets, and cost, all exposed through […] The post
30/12/2025
How to Ensure Seamless Data Recovery and Deployment in Microsoft Azure
Overcoming Cosmos DB Backup and Restore Challenges with Azure Databricks The Challenge of Backing Up and Restoring Azure Cosmos DB One of the significant pain points when working with Azure Cosmos DB is the lack of instant, self-service backup restoration. While Cosmos DB is engineered for global scalability and high availability, its backup and recovery process introduces a crucial bottleneck for organizations that demand agility. Backups in Cosmos DB are created automaticall...
30/12/2025
How to Build a Robust Multi-Agent Pipeline Using CAMEL with Planning, Web-Augmented Reasoning, Critique, and Persistent Memory
In this tutorial, we build an advanced, end-to-end multi-agent research workflow using the CAMEL framework. We design a coordinated society of agents, Planner, Researcher, Writer, Critic, and Finalizer, that collaboratively transform a high-level topic into a polished, evidence-grounded research brief. We securely integrate the OpenAI API, orchestrate agent interactions programmatically, and add lightweight persistent memory […] The post
30/12/2025
Microsoft Sentinel Platform: Audit Logs and Where to Find Them
*Thank you to my teammates Ian Parramore and David Hoerster for reviewing and contributing to this blog.* With the launch of the Sentinel Platform, a new suite of features for the Microsoft Sentinel service, users may find themselves wanting to monitor who is using these new features and how. This blog sets out to highlight how auditing and monitoring can be achieved and where this data can be found. What are Audit Logs? ...
29/12/2025
Now Generally Available: Azure Database for MySQL Triggers for Azure Functions
We’re thrilled to announce the general availability of Azure Database for MySQL Trigger bindings for Azure Functions! This feature, previously in Public Preview, enables you to track changes and develop event-driven applications at scale on any MySQL table. This release completes the unified suite of Azure Database for MySQL bindings for Azure Functions, which now includes native support for
29/12/2025
Missing MSchange_tracking_history Table in SQL Server: Causes, Cleanup Behavior
Confirming Whether Auto-Cleanup Has Run Successfully When diagnosing Change Tracking cleanup issues, the first step is verifying whether the auto‑cleanup process has executed at least once on the affected database. Here are key questions to ask: ✔ Was the auto‑cleanup process ever triggered? SQL Server's CT cleanup runs automatically in the background based on...
29/12/2025
Understanding Windows Settings URIs and How to Use Them in Enterprise Environments
Understanding Windows Settings URIs and How to Use Them in Enterprise Environments Windows provides a powerful and flexible management framework that enables organizations to configure, restrict, or simplify the Settings experience for their users. One of the key mechanisms behind this framework is the ms-settings: URI scheme — a consistent, internal navigation system that defines how each Settings page in Windows is accessed. If you have ever opened Windows Settings and navig...
29/12/2025
How to Build Contract-First Agentic Decision Systems with PydanticAI for Risk-Aware, Policy-Compliant Enterprise AI
In this tutorial, we demonstrate how to design a contract-first agentic decision system using PydanticAI, treating structured schemas as non-negotiable governance contracts rather than optional output formats. We show how we define a strict decision model that encodes policy compliance, risk assessment, confidence calibration, and actionable next steps directly into the agent’s output schema. By […] The post
29/12/2025
NVIDIA AI Researchers Release NitroGen: An Open Vision Action Foundation Model For Generalist Gaming Agents
NVIDIA AI research team released NitroGen, an open vision action foundation model for generalist gaming agents that learns to play commercial games directly from pixels and gamepad actions using internet video at scale. NitroGen is trained on 40,000 hours of gameplay across more than 1,000 games and comes with an open dataset, a universal simulator, […] The post
28/12/2025
Liquid AI’s LFM2-2.6B-Exp Uses Pure Reinforcement Learning RL And Dynamic Hybrid Reasoning To Tighten Small Model Behavior
Liquid AI has introduced LFM2-2.6B-Exp, an experimental checkpoint of its LFM2-2.6B language model that is trained with pure reinforcement learning on top of the existing LFM2 stack. The goal is simple, improve instruction following, knowledge tasks, and math for a small 3B class model that still targets on device and edge deployment. Where LFM2-2.6B-Exp Fits […] The post
28/12/2025
How to Build Production-Grade Agentic Workflows with GraphBit Using Deterministic Tools, Validated Execution Graphs, and Optional LLM Orchestration
In this tutorial, we build an end-to-end, production-style agentic workflow using GraphBit that demonstrates how graph-structured execution, tool calling, and optional LLM-driven agents can coexist in a single system. We start by initializing and inspecting the GraphBit runtime, then define a realistic customer-support ticket domain with typed data structures and deterministic, offline-executable tools. We show […] The post
27/12/2025
Tableau to Power BI Migration: Semantic Layer-First Approach for Cloud Architects
In this guide, we provide practical guidance for migrating from Tableau to Power BI, with a focus on technical best practices and architecture.
27/12/2025
Azure Databricks & Fabric Disaster Recovery: The Better Together Story
Disaster recovery (DR) is a critical component of any cloud-native data analytics platform, ensuring business continuity even during rare regional outages caused by natural disasters, infrastructure failures, or other disruptions.
27/12/2025
Tableau to Power BI: Semantic Layer-First Approach for Cloud Architects
In this guide, we provide practical guidance for migrating from Tableau to Power BI, with a focus on technical best practices and architecture.
27/12/2025
Context Engineering Lessons from Building Azure SRE Agent
We spent a long time chasing model upgrades, polishing prompts, and debating orchestration strategies. The gains were visible in offline evals, but they didn’t translate into the reliability and outcomes we wanted in production. The real breakthrough came when we started caring much more about what we were adding to the context, when, and in what form. In other words: context engineering. Every co...
26/12/2025
From Gemma 3 270M to FunctionGemma, How Google AI Built a Compact Function Calling Specialist for Edge Workloads
Google has released FunctionGemma, a specialized version of the Gemma 3 270M model that is trained specifically for function calling and designed to run as an edge agent that maps natural language to executable API actions. But, What is FunctionGemma? FunctionGemma is a 270M parameter text only transformer based on Gemma 3 270M. It keeps […] The post
26/12/2025
Anonimização de Dados Sensíveis com a plataforma de IA do Azure
A Lei Geral de Proteção de Dados (LGPD) estabelece padrões rigorosos para o tratamento de dados pessoais e sensíveis no Brasil. Dados pessoais incluem informações que identificam diretamente um indivíduo, como nome, endereço, telefone, CPF, RG e data de nascimento. Já os dados sensíveis abrangem categorias especiais, como origem racial ou étnica, crenças religiosas, opiniõ...
26/12/2025
Training a Model on Multiple GPUs with Data Parallelism
This article is divided into two parts; they are: • Data Parallelism • Distributed Data Parallelism If you have multiple GPUs, you can combine them to operate as a single GPU with greater memory capacity.
26/12/2025
A Coding Implementation on Building Self-Organizing Zettelkasten Knowledge Graphs and Sleep-Consolidation Mechanisms
In this tutorial, we dive into the cutting edge of Agentic AI by building a “Zettelkasten” memory system, a “living” architecture that organizes information much like the human brain. We move beyond standard retrieval methods to construct a dynamic knowledge graph where an agent autonomously decomposes inputs into atomic facts, links them semantically, and even […] The post
26/12/2025
Train a Model Faster with torch.compile and Gradient Accumulation
This article is divided into two parts; they are: • Using `torch.
25/12/2025
MiniMax Releases M2.1: An Enhanced M2 Version with Features like Multi-Coding Language Support, API Integration, and Improved Tools for Structured Coding
Just months after releasing M2—a fast, low-cost model designed for agents and code—MiniMax has introduced an enhanced version: MiniMax M2.1. M2 already stood out for its efficiency, running at roughly 8% of the cost of Claude Sonnet while delivering significantly higher speed. More importantly, it introduced a different computational and reasoning pattern, particularly in how […] The post
25/12/2025
A Coding Guide to Build an Autonomous Multi-Agent Logistics System with Route Planning, Dynamic Auctions, and Real-Time Visualization Using Graph-Based Simulation
In this tutorial, we build an advanced, fully autonomous logistics simulation in which multiple smart delivery trucks operate within a dynamic city-wide road network. We design the system so that each truck behaves as an agent capable of bidding on delivery orders, planning optimal routes, managing battery levels, seeking charging stations, and maximizing profit through […] The post
25/12/2025
This AI Paper from Stanford and Harvard Explains Why Most ‘Agentic AI’ Systems Feel Impressive in Demos and then Completely Fall Apart in Real Use
Agentic AI systems sit on top of large language models and connect to tools, memory, and external environments. They already support scientific discovery, software development, and clinical research, yet they still struggle with unreliable tool use, weak long horizon planning, and poor generalization. The latest research paper ‘Adaptation of Agentic AI‘ from Stanford, Harvard, UC […] The post
24/12/2025
Training a Model with Limited Memory using Mixed Precision and Gradient Checkpointing
This article is divided into three parts; they are: • Floating-point Numbers • Automatic Mixed Precision Training • Gradient Checkpointing Let's get started! The default data type in PyTorch is the IEEE 754 32-bit floating-point format, also known as single precision.
24/12/2025
Practical Agentic Coding with Google Jules
If you have an interest in agentic coding, there's a pretty good chance you've heard of
24/12/2025
Data Security: Azure key Vault in Data bricks
Why this article? To remove the vulnerability of exposing the data base connection string in Databricks notebook directly, by using Azure key vault. Database connection strings are extremely confidential/vulnerable data, that we should not be exposed in the DataBricks notebook explicitly. Azure key vault is a secure option to read the secrets and establish connection. What do we need? Tenant Id ...
24/12/2025
InstaDeep Introduces Nucleotide Transformer v3 (NTv3): A New Multi-Species Genomics Foundation Model, Designed for 1 Mb Context Lengths at Single-Nucleotide Resolution
Genomic prediction and design now require models that connect local motifs with megabase scale regulatory context and that operate across many organisms. Nucleotide Transformer v3, or NTv3, is InstaDeep’s new multi species genomics foundation model for this setting. It unifies representation learning, functional track and genome annotation prediction, and controllable sequence generation in a single […] The post
24/12/2025
Google Health AI Releases MedASR: a Conformer Based Medical Speech to Text Model for Clinical Dictation
Google Health AI team has released MedASR, an open weights medical speech to text model that targets clinical dictation and physician patient conversations and is designed to plug directly into modern AI workflows. What MedASR is and where it fits? MedASR is a speech to text model based on the Conformer architecture and is pre […] The post
24/12/2025
Extend SRE Agent with MCP: Build an Agentic Workflow to Triage Customer Issues
Your inbox is full. GitHub issues piling up. "App not working." "How do I configure alerts?" "Please add dark mode." You open each one, figure out what it is, ask for more info, add labels, route to the right team. An hour later, you're still sorting issues. Sound familiar? The Triage Tax Every L1 support engineer, PM, and on-call developer who's handled customer issues knows this pain. When tickets come in, you're not solving problems, you're sorting them. ...
23/12/2025
AI-assisted load test authoring in Azure Load Testing
Creating reliable load tests shouldn’t require hours of manual scripting. With AI-assisted load test authoring in Azure Load Testing, you can go from a simple browser recording to a production-ready JMeter script in minutes, while staying fully in control of what gets applied. This new experience helps you: Create load tests faster by recording real user journeys directly from the browser Improve script quality automatically with AI-recommended best practices...
23/12/2025
Host ChatGPT apps on Azure Functions
This blog post is for developers learning and building ChatGPT apps. It provides an overview of how these apps work, why build them, and how to host one on Azure Functions. Chat with ChatGPT apps OpenAI recently launched ChatGPT apps. These are apps you can chat with right inside ChatGPT, extending what ChatGPT can do beyond simple chats to actions. These apps can be invoked by s...
23/12/2025
Generative AI Video Comes to Microsoft 365 Copilot Create
With built‑in generative video capabilities powered by advanced OpenAI video models such as Sora 2, Copilot Create enables anyone—from business users to marketing teams—to turn ideas, prompts, and documents into compelling video content, directly within the Microsoft 365 experience.At the core of this new capability is Sora 2, an advanced generative AI video model from OpenAI.Business Use Cases for Generative AI Video in Microsoft 365
23/12/2025
Partner Case Study | RSM
More than 80% of the global workforce says they lack the time or energy to do their jobs. RSM, a global audit, tax, and consulting services firm, saw this as an opportunity to redefine productivity by demonstrating what it looks like for organizations to embrace AI—first for themselves, and then for their customers. With a focus on serving mid-sized a...
23/12/2025
How to Build a Proactive Pre-Emptive Churn Prevention Agent with Intelligent Observation and Strategy Formation
In this tutorial, we build a fully functional Pre-Emptive Churn Agent that proactively identifies at-risk users and drafts personalized re-engagement emails before they cancel. Rather than waiting for churn to occur, we design an agentic loop in which we observe user inactivity, analyze behavioral patterns, strategize incentives, and generate human-ready email drafts using Gemini. We […] The post
23/12/2025
Evaluating Perplexity on Language Models
This article is divided into two parts; they are: • What Is Perplexity and How to Compute It • Evaluate the Perplexity of a Language Model with HellaSwag Dataset Perplexity is a measure of how well a language model predicts a sample of text.
23/12/2025
Refactoring a Career Through Consistency: TodayCode’s Joeun Park’s MVP Story
Joeun Park is building milestones through consistency and community Joeun Park’s MVP story is not defined by a single breakthrough, but by decades of steady, intentional progress. With more than 20 years of experience as a developer, she began coding long before developer communities and content platforms became mainstream. Over time, she navigated...
23/12/2025
Managing Microsoft Sentinel and Microsoft Defender XDR permissions in Microsoft Defender portal
In November 2023 at Microsoft Ignite, we announced the integration of Microsoft Sentinel with Microsoft Defender XDR into the unified Microsoft Defender portal. Fast forward, in July 2024 we announced this integration GA, and in July 2025 we announced the Microsoft Sentinel experience will be retired in the Azure portal on July 1, 2026. As we introduced the new portal experience, many customers naturally had questions, particularly around permissions. Common concerns included: How will...
23/12/2025
Google DeepMind Researchers Release Gemma Scope 2 as a Full Stack Interpretability Suite for Gemma 3 Models
Google DeepMind Researchers introduce Gemma Scope 2, an open suite of interpretability tools that exposes how Gemma 3 language models process and represent information across all layers, from 270M to 27B parameters. Its core goal is simple, give AI safety and alignment teams a practical way to trace model behavior back to internal features instead […] The post
23/12/2025
Fix It Before They Feel It: Higher Reliability with Proactive Mitigation
What if your infrastructure could detect performance issues and fix them automatically—before your users even notice? This blog brings that vision to life using Azure SRE Agent, an AI-powered autonomous agent that monitors, detects, and remediates production issues in real-time. 💡 The magic: Zero human intervention required. The agent handles detection, diagnosis, remediation, and reporting—...
23/12/2025
Copilot Your Holidays: Episode 4 – New Year Energy, Team Alignment, and Party Planning!
The holiday season is here, and Copilot can help you start the new year strong. In Episode 4 of our Copilot Your Holidays series, Samhita and Saurabh share practical ways to set the tone for the new year and celebrate in style: drafting team emails, brainstorming party themes, and even creating fun invitations.
22/12/2025
Title Plan Update – December 22, 2025
☃️December 22, 2025 Title Plan Now Available - Please note this will be the last title plan of the calendar year. The next title plan will be published on January 2, 2026. Access the latest Instructor-Led Training (ILT) updates anytime at http://aka.ms/Courseware_Title_Plan to ensure you're always working from the most current version. 📌 Reminder: To help you s...
22/12/2025
Migration from SAP ERP On-Premises to SAP S/4HANA in Microsoft Azure
This describes the tool guided migration of an on-premises SAP ERP system into Microsoft Azure, combined with a system conversion to SAP S/4HANA. The Software Update Manager (SUM) acts as the technical engine for the conversion. I will also explain how the SAP Cloud Appliance Library streamlines this process through a step-by-step approach.
22/12/2025
Meta AI Open-Sourced Perception Encoder Audiovisual (PE-AV): The Audiovisual Encoder Powering SAM Audio And Large Scale Multimodal Retrieval
Meta researchers have introduced Perception Encoder Audiovisual, PEAV, as a new family of encoders for joint audio and video understanding. The model learns aligned audio, video, and text representations in a single embedding space using large scale contrastive training on about 100M audio video pairs with text captions. From Perception Encoder to PEAV Perception Encoder, […] The post
22/12/2025
Course Retirement Announcement: AZ-2002
AZ-2002: Develop an ASP.NET Core web app that consumes an API
22/12/2025
Automatic alt text generation in Word and PowerPoint on Copilot+ PCs
Hello, Insiders! I’m Shireen Salma, a Product Manager on the Office Accessibility team. I’m excited to share that rich alt text is automatically generated when you insert an image in Word and PowerPoint on a Copilot+ PC device. Automatic alt text generation in Word and PowerPoint on Copilot+ PCs This new experience is designed to make documents and presentations more accessible from the moment images are added, while also prioritizing performance, privacy, and user contr...
22/12/2025
3 Smart Ways to Encode Categorical Features for Machine Learning
If you spend any time working with real-world data, you quickly realize that not everything comes in neat, clean numbers.
22/12/2025
Automating Windows Server Licensing Benefits with Azure Arc Policy
Introduction: Managing Windows Server benefits licensing across hybrid environments can be challenging. Azure Arc combined with Azure Policy simplifies this by automatically enforcing licensing compliance. This blog explains how the provided policy works and how to deploy it. Why implement this policy? Automating Windows Server Licensing Benefits with Azure Arc Policy ensures that all eligible machines are seamlessly enabled for essential management services, includin...
22/12/2025
How to Build a Fully Autonomous Local Fleet-Maintenance Analysis Agent Using SmolAgents and Qwen Model
In this tutorial, we walk through the process of creating a fully autonomous fleet-analysis agent using SmolAgents and a local Qwen model.We generate telemetry data, load it through a custom tool, and let our agent reason, analyze, and visualize maintenance risks without any external API calls.At each step of implementation, we see how […]
22/12/2025
Google Introduces A2UI (Agent-to-User Interface): An Open Sourc Protocol for Agent Driven Interfaces
Google has open sourced A2UI, an Agent to User Interface specification and set of libraries that lets agents describe rich native interfaces in a declarative JSON format while client applications render them with their own components. The project targets a clear problem, how to let remote agents present secure, interactive interfaces across trust boundaries without […] The post
22/12/2025
Pretraining a Llama Model on Your Local GPU
This article is divided into three parts; they are: • Training a Tokenizer with Special Tokens • Preparing the Training Data • Running the Pretraining The model architecture you will use is the same as the one created in the
22/12/2025
Anthropic AI Releases Bloom: An Open-Source Agentic Framework for Automated Behavioral Evaluations of Frontier AI Models
Anthropic has released Bloom, an open source agentic framework that automates behavioral evaluations for frontier AI models. The system takes a researcher specified behavior and builds targeted evaluations that measure how often and how strongly that behavior appears in realistic scenarios. Why Bloom? Behavioral evaluations for safety and alignment are expensive to design and maintain. […] The post
21/12/2025
AI Interview Series #4: Explain KV Caching
Question: You’re deploying an LLM in production. Generating the first few tokens is fast, but as the sequence grows, each additional token takes progressively longer to generate—even though the model architecture and hardware remain the same. If compute isn’t the primary bottleneck, what inefficiency is causing this slowdown, and how would you redesign the inference […] The post AI Intervi...
21/12/2025
NVIDIA AI Releases Nemotron 3: A Hybrid Mamba Transformer MoE Stack for Long Context Agentic AI
NVIDIA has released the Nemotron 3 family of open models as part of a full stack for agentic AI, including model weights, datasets and reinforcement learning tools. The family has three sizes, Nano, Super and Ultra, and targets multi agent systems that need long context reasoning with tight control over inference cost. Nano has about […] The post
20/12/2025
Your AI connection expert for the Microsoft partner ecosystem
The Microsoft partner ecosystem is one of the most powerful business communities in the world. But even in a community this strong, so many great partnerships never happen—simply because the right people never cross paths. Ralphi is here to change that. Ralphi strengthens the ecosystem by helping the right partners find each other. When that happens, everyone wins: Innovation accelerates Customers get better solutions Smaller partners ...
20/12/2025
Stop Running Runbooks at 3 am: Let Azure SRE Agent Do Your On-Call Grunt Work
Your pager goes off. It's 2:47am. Production is throwing 500 errors. You know the drill - SSH into this, query that, check these metrics, correlate those logs. Twenty minutes later, you're still piecing together what went wrong. Sound familiar? The On-Call Reality Nobody Talks About Every SRE, DevOps engineer, and developer who's carried a pager knows this pain. When incidents hit, you're not solving problems - you're executing runbooks. Copy-paste this query. Check t...
20/12/2025
Rotary Position Embeddings for Long Context Length
This article is divided into two parts; they are: • Simple RoPE • RoPE for Long Context Length Compared to the sinusoidal position embeddings in the original Transformer paper, RoPE mutates the input tensor using a rotation matrix: $$ \begin{aligned} X_{n,i} &= X_{n,i} \cos(n\theta_i) - X_{n,\frac{d}{2}+i} \sin(n\theta_i) \\ X_{n,\frac{d}{2}+i} &= X_{n,i} \sin(n\theta_i) + X_{n,\frac{d}{2}+i} \cos(n\theta_i) \end{aligned} $$ where $X_{n,i}$ is the $i$-th element of the vector at the $n$-...
20/12/2025
A Coding Guide to Design a Complete Agentic Workflow in Gemini for Automated Medical Evidence Gathering and Prior Authorization Submission
In this tutorial, we devise how to orchestrate a fully functional, tool-using medical prior-authorization agent powered by Gemini. We walk through each component step by step, from securely configuring the model to building realistic external tools and finally constructing an intelligent agent loop that reasons, acts, and responds entirely through structured JSON. As we progress, […] The post
20/12/2025
Title Plan Update – December 19, 2025
☃️December 19, 2025 Title Plan Now Available - Please note this will be the last title plan of the calendar year. The next title plan will be published on January 2, 2026. Access the latest Instructor-Led Training (ILT) updates anytime at http://aka.ms/Courseware_Title_Plan to ensure you're always working from the most current version. 📌 Reminder: To help you stay informed mo...
19/12/2025
Using Reading Coach in the classroom: Microsoft 365 LTI app + educator tools
Hi everyone! As we work to better support learners on their journey to becoming confident readers, I’m excited to share a few updates about Reading Coach – our free, AI-powered reading fluency tool – and highlight how it’s now even more accessible for your classroom. 📣 What's new: Reading Coach in the Microsoft 365 LTI We've heard from educators that managi...
19/12/2025
Spotlight on… Glint and Pulse: A Year in Review Volume 1, Edition 3, December 2025
2025 has been a remarkable year for Microsoft Viva Glint and Viva Pulse—made possible by you, our customers. Your partnership, insights, and trust have shaped every step of our journey. Together, we delivered transformative integrations, reached new engagement milestones, and saw meaningful outcomes across the organizations we serve. This year, we introduced enhancements that not only st...
19/12/2025
Register now for the Microsoft 365 Archive + Preservica Webinar
Register now for the Microsoft 365 Archive + Preservica WebinarJanuary 28, 10:00 AM PT / 6:00 PM GMT Join us for this free webinar on January 8th, 2026 featuring Microsoft 365 Archive and Preservica’s new embedded integration that helps make data secure, usable, and accessible. This live session will showcase the integration in action—including a full demo, real customer scenarios, and guidance from both Microsoft and Preservica experts.
19/12/2025
Mistral AI Releases OCR 3: A Smaller Optical Character Recognition (OCR) Model for Structured Document AI at Scale
Mistral AI has released Mistral OCR 3, its latest optical character recognition service that powers the company’s Document AI stack. The model, named as mistral-ocr-2512, is built to extract interleaved text and images from PDFs and other documents while preserving structure, and it does this at an aggressive price of $2 per 1,000 pages with […] The post
19/12/2025
Ignite Your Creativity at the Microsoft 365 Copilot Prompt a thon in Malvern
The Microsoft 365 Copilot Prompt‑a‑thon is coming to Malvern on February 24, and it’s shaping up to be an energizing, hands‑on experience designed to help people explore what’s possible when human creativity meets AI‑powered productivity. Whether you're new to M365 Copilot or already experimenting with advanced prompting techniques, this event delivers a full day of learning, collaboration, and high‑impact innovation. Prompt‑a‑thons are built on a simple but powerful idea: when peo...
19/12/2025
Get Ready, Atlanta! The First Government Prompt-a-thon is coming to YOU!
If you’re looking to elevate your Copilot skills and see what’s possible when creativity meets AI, the upcoming Microsoft 365 Copilot Promptathon in Atlanta on January 27 is the place to be. This hands-on, fast-paced experience brings together makers, problem solvers, and innovators for a day built around one core goal: crafting high impact prompts that save...
19/12/2025
How to Build a High-Performance Distributed Task Routing System Using Kombu with Topic Exchanges and Concurrent Workers
In this tutorial, we build a fully functional event-driven workflow using Kombu, treating messaging as a core architectural capability. We walk through step by step the setup of exchanges, routing keys, background workers, and concurrent producers, allowing us to observe a real distributed system. As we implement each component, we see how clean message flow, […] The post
19/12/2025
Event Recap - ESPC 2025 - Dublin, Ireland
ESPC 2025 proved to be an unforgettable event, held in the vibrant city of Dublin, Ireland from December 2–4, 2025. Bringing together technology professionals from around the world, this year’s conference was a true celebration of innovation, learning, and collaboration. With a strong focus on AI-powered tools, Microsoft 365, Microsoft 365 Copilot, SharePoint, OneDrive, Copilot Studio, and more, attendees were offered an exciting look into the future of work and t...
19/12/2025
Announcing hardware-accelerated BitLocker
We know that users desire both security and great performance. Historically, we have strived to keep BitLocker performance overhead within single digit percentage points. However, with the rapid rise in popularity and advancement of Non-Volatile Memory Express (NVMe) drive technology, these drives now achieve much higher Input/Output (I/O) operation speeds. As a result, corresponding BitLocker cryptographic operations can require a higher proportion of CPU (Central Processing Unit) cycles. Th...
19/12/2025
Get clarity on complex presentations with Explainer in PowerPoint
Hi, Insiders! I’m Ananta Gupta, a Product Manager on the PowerPoint team. I’m excited to announce a new Microsoft 365 Copilot-powered feature in Microsoft PowerPoint for Windows and for Mac that breaks down complex concepts in slides, improving your reading experience and comprehension. Get clarity on complex presentations with Explainer in PowerPoint If you’ve ever encountered a presentation packed with unfamiliar acronyms, confusing slides, or dense text and thought to yours...
19/12/2025
Securing the AI era starts with identity
Yet only one in four enterprise AI initiatives are properly secured.Introducing the first identity-centric secure web & AI gatewayAt Ignite 2025, Microsoft unveiled a breakthrough in AI security: Microsoft Entra Internet Access now includes a secure web and AI gateway.
19/12/2025
Learn how to build MCP servers with Python and Azure
We just concluded Python + MCP, a three-part livestream series where we:Built MCP servers in Python using FastMCPIn our third session of the Python + MCP series, we explore the best ways to build authentication layers on top of your MCP servers.
19/12/2025
Call to Action: Migrate Your Classic Alert‑trigger Automations to Automation Rules Before March 2026
Reminder: Following the Retirement Announcement published in March 2023, classic alert‑trigger automation in Microsoft Sentinel, where playbooks are triggered directly from analytic rules will be deprecated in March 2026.To help you quickly identify if any analytic rules should be updated, we created a Logic App solution that identifies all the analytic rules which use classic automation.Identify classic automation in your analytic rules
19/12/2025
New in Microsoft Marketplace: December 19, 2025
Learn about 328 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs. Get it now in our marketplace
19/12/2025
Google Introduces T5Gemma 2: Encoder Decoder Models with Multimodal Inputs via SigLIP and 128K Context
Google has published T5Gemma 2, a family of open encoder-decoder Transformer checkpoints built by adapting Gemma 3 pretrained weights into an encoder-decoder layout, then continuing pretraining with the UL2 objective. The release is pretrained only, intended for developers to post-train for specific tasks, and Google explicitly notes it is not releasing post-trained or IT checkpoints […] The post
19/12/2025
A Complete Workflow for Automated Prompt Optimization Using Gemini Flash, Few-Shot Selection, and Evolutionary Instruction Search
In this tutorial, we shift from traditional prompt crafting to a more systematic, programmable approach by treating prompts as tunable parameters rather than static text. Instead of guessing which instruction or example works best, we build an optimization loop around Gemini 2.0 Flash that experiments, evaluates, and automatically selects the strongest prompt configuration. In this […] The post
19/12/2025
How to Fine-Tune a Local Mistral or Llama 3 Model on Your Own Dataset
Large language models (LLMs) like Mistral 7B and Llama 3 8B have shaken the AI field, but their broad nature limits their application to specialized areas.
19/12/2025
Unsloth AI and NVIDIA are Revolutionizing Local LLM Fine-Tuning: From RTX Desktops to DGX Spark
Fine-tune popular AI models faster with Unsloth on NVIDIA RTX AI PCs such as GeForce RTX desktops and laptops to RTX PRO workstations and the new DGX Spark to build personalized assistants for coding, creative work, and complex agentic workflows.The landscape of modern AI is shifting.We are moving away from a total reliance […]
19/12/2025
JSON Web Token (JWT) Validation in Azure Application Gateway: Secure Your APIs at the Gate
Recently, in an E2E conversation with my colleague Vyshnavi Namani, we dug into a topic every ITPro supporting modern apps should understand: JSON Web Token (JWT) validation, specifically using Azure Application Gateway.In this post we’ll distill that conversation into a technical guide for infrastructure pros who want to secure APIs and backend workloads without rewriting applications.JWT validation in Azure Application Gateway means the gateway will check every incoming HTTPS request for a valid JWT before it forwards the traffic to your backend service.
19/12/2025
Azure Front Door: Implementing lessons learned following October outages
Azure Front Door is Microsoft's advanced edge delivery platform encompassing Content Delivery Network (CDN), global security and traffic distribution into a single unified offering.Here we describe how the two recent service incidents impacting Azure Front Door have reinforced the need to accelerate ongoing investments in hardening our resiliency, and tenant isolation strategy to mitigate likelihood and the scale of impact from this class of risk.This is the first in a series of planned blogs on Azure Front Door resiliency enhancements.
19/12/2025
Azure Networking 2025: Powering cloud innovation and AI at global scale
Consider the construction of Microsoft’s new Fairwater AI datacenter in Wisconsin – a 315-acre campus housing hundreds of thousands of GPUs.Azure’s networking team delivered: the facility’s network fabric links GPUs at 800 Gbps speeds in a non-blocking architecture, enabling 10× the performance of the world’s fastest supercomputer.Notably, Azure Route Server now supports up to 500 virtual network connections (spokes) per route server, a significant scale boost that enables larger hub-and-spoke topologies and simplified Border Gateway Protocol (BGP) route exchange even in very large environments.
18/12/2025
Marketplace offer live? Now make it shine!🌟
Microsoft gives you the tools, best practices, and guidance to boost visibility, drive traffic, and turn interest into real customers fast.🚀 Start with App Advisor: Your Marketplace growth playbookApp Advisor is your self‑serve hub packed with step‑by‑step best practices, optimization guidance, and proven GTM strategies designed to your help app or agent rise above the noise and stand out to buyers.
18/12/2025
Building Reliable AI Travel Agents with the Durable Task Extension for Microsoft Agent Framework
In this post, we'll walk through the AI Travel Planner, a C# application I built that demonstrates how to build reliable, scalable multi-agent applications using the durable task extension for Microsoft agent framework.After generating the travel plan, the workflow pauses for user approval:It's fully instrumented with the Azure Developer CLI and Bicep, so you can deploy it to Azure with a few simple CLI commands.
18/12/2025
In case you missed it: A roundup of the latest Planner announcements
The Microsoft Planner team recently celebrated two pivotal milestones: International Project Management Day and Microsoft Ignite.In honor of International Project Management Day on November 6, our team published a blog post to highlight lesser-known but powerful Planner features that help teams work more efficiently across Planner and Microsoft Teams.These features include the ability to bulk edit tasks, export plans to Excel, and auto-generate status reports.
18/12/2025
🎅 Software Santa Arrives Early for the SAP on Azure Community!
It looks like Software Santa is making an early stop at the SAP on Azure Partner Community—because we’re thrilled to announce that the Microsoft Copilot + SAP Joule integration is now Generally Available!First unwrapped at Sapphire 2025, this milestone brings together the best of Microsoft Copilot and SAP Joule to deliver seamless, AI‑powered productivity across SAP business processes—right inside the tools users rely on every day.With GA now live, our customers can:✨ Tap directly into SAP insights from within Microsoft Copilot✨ Streamline and automate end‑to‑end SAP workflows✨ Harness secure, contextual, enterprise‑grade AI across platforms✨ Deliver measurable business value faster than ever
18/12/2025
Microsoft Defender Experts Disrupt Jasper Sleet’s Insider Access Campaign
Recently, Microsoft Defender Experts, powered by Microsoft Threat Intelligence, successfully thwarted a sophisticated campaign by Jasper Sleet (formerly Storm-0287), a North Korean state-sponsored threat actor known for stealthy infiltration tactics.Jasper Sleet leveraged social engineering and identity fraud to bypass traditional security controls.By impersonating remote IT contractors, the actors blend into legitimate workflows, using shared devices for MFA and VPN services to mask their origin.
18/12/2025
New capabilities for AI admins from Ignite 2025
Microsoft Ignite 2025 brought a wave of exciting updates for admins, focusing on enhanced visibility, control and efficiency in management of AI-powered experiences. Here’s a deeper dive into the key features released to public preview, general availability, or announced and planned for release in the coming weeks.Copilot Control System (CCS) is Microsoft’s integrated framework for governing and managing Microsoft 365 Copilot at scale.Cloud Update, now generally available, modernizes how organizations manage Microsoft 365 Apps by automating updates and ensuring devices stay current, secure, and consistent. This cloud‑driven servicing model is especially important for Microsoft 365 Copilot and agents because maintaining high update currency ensures they run on optimized, secure, and feature‑ready environments.
18/12/2025
Windows skilling snacks: bite-sized technical learning
If you are looking for a quick way to get up to speed on features, tools, and recommended approaches for deploying and managing Windows, skilling snacks are here to help.With Windows skilling snacks, we've curated a library of technical learning journeys, each of which can be consumed in less than two hours.Follow and bookmark this page for new installments—and comment below if there is there is a topic you'd like us to cover.
18/12/2025
RD Perspectives on Microsoft Ignite 2025: Opportunities Shaping the Next Wave of Enterprise AI
Microsoft Ignite addressed this head‑on through the Fabric IQ Stack.Across Europe, organizations are accelerating AI adoption with a focus on efficiency, cost optimization, and operational standardization.Across every perspective - security, agents, knowledge automation, hybrid AI, and regional adoption - Microsoft Ignite 2025 sets the stage for a new era of enterprise AI.
18/12/2025
New Agents in Microsoft Purview
Use the Data Security Triage Agent to cut through alert overload, eliminate false positives, and immediately understand which Insider Risk or DLP incidents need your attention.Ask natural-language questions to reveal data risks across Outlook, Teams, Copilot, SharePoint, OneDrive, and AI interactions.As you start your day, the Data Security Triage Agent is your AI-powered assistant for managing insider risk management and data loss prevention alerts.
18/12/2025
Microsoft and NASA apply AI agents to key hydrology data, deepening our understanding of Earth
Together, NASA and Microsoft are working to make these insights more accessible with the use of AI agents powered by Microsoft Azure OpenAI Service and Microsoft Foundry. Building on the success of the Earth Copilot demonstration, researchers in NASA’s Hydrological Sciences Lab are developing a multi-agent copilot to make it easier for a wider range of scientists, researchers and policy makers to engage with and draw insights from the comprehensive, yet complex, datasets.To address this challenge, NASA and Microsoft collaborated a new multi-agent AI system that enables intuitive, plain-language interaction with hydrology datasets.The hydrology copilot is powered by a modern Azure AI and data architecture purpose-built for scientific workloads.
18/12/2025
5 Agentic Coding Tips & Tricks
Agentic coding only feels "smart" when it ships correct diffs, passes tests, and leaves a paper trail you can trust.
18/12/2025
2025 Year in Review: What’s new across SQL Server, Azure SQL and SQL database in Fabric
For the FIFTH(!!) year in a row (my heart is warm with the number, I love SQL and #SQLfamily, and time is flying), I am sharing my annual Year in Review blog with all the SQL Server, Azure SQL and SQL database in Fabric news this year.Any updates across Microsoft Fabric that apply to the SQL analytics endpoint are generally supported in mirrored databases and Fabric SQL databases via the SQL analytics endpoint.Anna’s Pick of the Month Year
18/12/2025
New in Microsoft Marketplace: December 18, 2025
Learn about 97 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs.AI Narrative: The AI Narrative visual from Astral Insights connects to Microsoft Fabric data sources and generates AI-powered narrative summaries of your analytics, turning complex charts and metrics into easy-to-understand business stories.This visual works seamlessly with Microsoft Power BI.
18/12/2025
Network Detection and Response (NDR) in Financial Services
Organizations in the Financial Services industry handling sensitive account holder information must comply with the Payment Card Industry Data Security Standard (PCI DSS).This post explains how NDR supports PCI DSS v4.0.1 compliance, with a focus on deployments in Azure.We will map NDR capabilities to key PCI requirements, describe how Azure’s native tools (Azure Virtual Network TAP, VNET Flow Logs, Traffic Analytics) enable an NDR solution by capturing network data, and discuss third-party NDR tools that analyze this data for threats.We will also evaluate Microsoft Sentinel’s role as a partial NDR solution, and highlight how Microsoft Defender for Cloud contributes to PCI compliance.
18/12/2025
Application layer DDoS protection using the HTTP DDoS Ruleset in Azure WAF
Today, Distributed Denial of Service (DDoS) attacks can strike as soon as public connectivity is enabled, highlighting their widespread prevalence.The most common types of Application layer/HTTP based DDOS attacks are outlined below.The HTTP DDoS Ruleset is a built-in capability of Azure Application Gateway WAF designed to protect your applications from large-scale HTTP floods at the application layer.
18/12/2025
Azure Policy: Required Actions for Docker Content Trust Deprecation in Azure Container Registry
One such upcoming change is the deprecation of the Docker Content Trust (DCT) feature in Azure Container Registry (ACR) which is ongoing over a three-year period.This blog post explains what is changing, the potential impact on your Azure Policy environment, and steps you can take to mitigate disruption.The Docker Content Trust (DCT) feature in ACR is being deprecated.
17/12/2025
Event-Driven to Change-Driven: Low-cost dependency inversion
While not inherently event-driven, CQRS is often paired with event sourcing or event-carried state transfer to optimize for scalability and maintainability.As developers are disconnected from the real-world business, they struggle to understand the nuances of domain events, a dangerous pattern emerges.In DDD, an Anti-Corruption Layer (ACL) protects your bounded context from external models that would corrupt your domain.
17/12/2025
10 Essential tips for Marketplace success: Insights from Microsoft Ignite 2025
At Microsoft Ignite 2025, the Marketplace took centre stage as the unified platform for cloud and AI innovation.With the global expansion of resale-enabled offers, new incentives, and a reimagined partner ecosystem, the Marketplace is now the fastest path for customers to discover, purchase, and deploy solutions—and for partners to scale.This article distils the top 10 tips for Marketplace success, blending strategic guidance with practical actions for partners ready to lead in the AI-first era.
17/12/2025
Introducing updated GPT Voice Models in Microsoft Foundry
These models deliver state‑of‑the‑art performance across real‑time audio input/output, transcription, and natural‑sounding speech synthesis, while giving developers the tools to optimize for accuracy, latency, and brand voice consistency.The new gpt-realtime-mini-2025-12-15 model powers real-time voice agents with strong parity to full-scale models in instruction-following and function-calling, while delivering improved prosody, better voice fidelity across turns, and reduced latency for seamless dialogue.It outperforms industry leaders with 35% fewer word errors on multilingual benchmarks and achieves up to 3× lower WER in non-English languages.
17/12/2025
How Microsoft Used Its Own Tech To Lead The Gartner® Magic Quadrant™ for AI Application Development
Big news: Microsoft has been named a Leader in the 2025 Gartner® Magic Quadrant™ for AI Application Development Platforms.To put it to the test, I built the third version of my questionnaire-answering app, a system designed to automate the process of responding to those sprawling analyst questionnaires.This is the third iteration of this agentic system. This time, I used Spec Kit, an AI-powered tool that breaks down requirements into user stories, functional specs, and success criteria.
17/12/2025
Azure Arc Monthly Forum Recap – November 2025
Capability: Filter, search, exclude and modify baseline settings in Azure Policy.Essential Machine Management (EMM) Operations Center is a new unified management experience.
17/12/2025
Meta AI Releases SAM Audio: A State-of-the-Art Unified Model that Uses Intuitive and Multimodal Prompts for Audio Separation
Meta has released SAM Audio, a prompt driven audio separation model that targets a common editing bottleneck, isolating one sound from a real world mix without building a custom model per sound class. Meta released 3 main sizes, sam-audio-small, sam-audio-base, and sam-audio-large.The model is available to download and to try in the Segment Anything […]The post Meta AI Releases SAM Audio: A State-of-the-Art Unified Model that Uses Intuitive and Multimodal Prompts for Audio Separation appeared first on MarkTechPost.
17/12/2025
Announcing General Availability of Geo-Replication for Azure Service Bus Premium
Today we are excited to announce general availability of the Geo-Replication feature for Azure Service Bus in the premium tier.This feature ensures that the metadata and data of a namespace are continuously replicated from a primary region to a secondary region.The Geo-Replication feature implements metadata and data replication in a primary-secondary replication model.
17/12/2025
ODBC Driver 18.6 for SQL Server Released
Version 18.6 of the Microsoft ODBC Driver 18 for SQL Server has been released.Version 18.6 brings some minor changes and fixes to the driver.Support for the new vector data type (float32)
17/12/2025
What’s New in Microsoft 365 Copilot | November & December 2025
Welcome to the special edition of What's new in Microsoft 365 Copilot for both November and December 2025!Glance cards in Copilot Search are now available for Copilot users without a Microsoft 365 Copilot license.Soon Microsoft Purview unified audit logs will include all agent-related admin activities in the Microsoft 365 admin center.
17/12/2025
Surfing the AI Wave: Manage, Govern, and Protect AI Agents with Microsoft Entra Agent ID
This blog kicks off a series that will dive deeper into the three solution areas that Agent ID unlocks: the ability to register and manage AI agents, govern agent identities and lifecycle, and protect agent access to resources.Agent ID is the heartbeat of Microsoft Agent 365, the control plane for all your agents.IDC says there’ll be 1.3 billion AI agents in the next three years.
17/12/2025
Performance Tuning for CDC: Managing Replication Lag in Azure Database for PostgreSQL with Debezium
Change Data Capture (CDC) powers real-time integrations, pushing row-level changes from OLTP systems into event streams, data lakes, caches, and microservices.However, during large DML operations (bulk updates, deletes) or schema changes (DDL), replication lag can occur because:This article explains why lag happens, grounded in logical decoding internals, and shows how to diagnose it quickly and what to tune across the database, Azure, and connector layers to keep pipelines healthy under heavy load.
17/12/2025
Top 5 Vector Databases for High-Performance LLM Applications
Building AI applications often requires searching through millions of documents, finding similar items in massive catalogs, or retrieving relevant context for your LLM.
17/12/2025
Microsoft BizTalk Server Product Lifecycle Update
To help customers plan confidently for the future, Microsoft is sharing an update to the BizTalk Server product lifecycle and long-term support timelines.BizTalk Server 2020 will be the final version of BizTalk Server.Guidance to support long-term planning for mission-critical workloads
17/12/2025
How to Orchestrate a Fully Autonomous Multi-Agent Research and Writing Pipeline Using CrewAI and Gemini for Real-Time Intelligent Collaboration
In this tutorial, we implement how we build a small but powerful two-agent CrewAI system that collaborates using the Gemini Flash model.We set up our environment, authenticate securely, define specialized agents, and orchestrate tasks that flow from research to structured writing.As we run the crew, we observe how each component works together in […]
17/12/2025
𝐀𝐈 𝐈𝐬 𝐍𝐨𝐭 𝐭𝐡𝐞 𝐑𝐢𝐬𝐤. 𝐔𝐧𝐠𝐨𝐯𝐞𝐫𝐧𝐞𝐝 𝐀𝐈 𝐈𝐬
𝘈𝘐 𝘪𝘴𝘯’𝘵 𝘵𝘩𝘦 𝘷𝘪𝘭𝘭𝘢𝘪𝘯 𝘪𝘯 𝘵𝘰𝘥𝘢𝘺’𝘴 𝘦𝘯𝘵𝘦𝘳𝘱𝘳𝘪𝘴𝘦 𝘴𝘵𝘰𝘳𝘪𝘦𝘴.And when AI goes live without governance, it doesn’t fail loudly —it fails quietly, repeatedly, and at scale.⚠️𝐓𝐡𝐞 𝐑𝐞𝐚𝐥 𝐑𝐢𝐬𝐤𝐬 𝐀𝐫𝐞𝐧’𝐭 𝐢𝐧 𝐭𝐡𝐞 𝐌𝐨𝐝𝐞𝐥 — 𝐓𝐡𝐞𝐲’𝐫𝐞 𝐢𝐧 𝐭𝐡𝐞 𝐆𝐚𝐩𝐬Ungoverned AI creates risks we don’t see coming:❌ Models making decisions no one can explain❌ Sensitive data leaking through prompts and logs❌ Shadow AI tools bypassing security and compliance❌ No ownership when AI output causes business impact❌ Incidents detected after customers are affectedThis isn’t an AI problem.This is an 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐑𝐞𝐚𝐝𝐢𝐧𝐞𝐬𝐬 problem.🧭 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞 ≠ 𝐒𝐥𝐨𝐰𝐢𝐧𝐠 𝐃𝐨𝐰𝐧 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧Let’s break a myth.Governance is 𝐧𝐨𝐭 𝐛𝐮𝐫𝐞𝐚𝐮𝐜𝐫𝐚𝐜𝐲.Governance is 𝐜𝐥𝐚𝐫𝐢𝐭𝐲 𝐚𝐭 𝐬𝐩𝐞𝐞𝐝.Strong AI governance answers simple but critical questions:Without these answers, AI becomes a risk multiplier instead of a value driver.🏗️ 𝐖𝐡𝐚𝐭 “𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥𝐢𝐳𝐞𝐝 𝐀𝐈” 𝐀𝐜𝐭𝐮𝐚𝐥𝐥𝐲 𝐋𝐨𝐨𝐤𝐬 𝐋𝐢𝐤𝐞Mature organizations treat AI like any other production system:✔️ Clear accountability and RACI✔️ Risk classification before deployment✔️ Secure prompt and data boundaries✔️ Monitoring, alerting, and audit trails✔️ Incident and change management aligned with ITSM✔️ Continuous reviews — not one-time approvalsAI doesn’t need less governance.It needs modern governance built for speed and scale.💡𝐅𝐨𝐨𝐝 𝐟𝐨𝐫 𝐓𝐡𝐨𝐮𝐠𝐡𝐭The future won’t be decided by who adopts AI first.It will be decided by who operationalizes AI responsibly.Because in the end.....𝑨𝑰 𝒘𝒐𝒏’𝒕 𝒃𝒓𝒆𝒂𝒌 𝒚𝒐𝒖𝒓 𝒐𝒓𝒈𝒂𝒏𝒊𝒔𝒂𝒕𝒊𝒐𝒏.
17/12/2025
Learn about KnowledgeLake's transactable partner solution in Microsoft Marketplace
Microsoft partners like KnowledgeLake deliver transact-capable offers, which allow you to purchase directly from Azure Marketplace.Learn about KnowledgeLake's offer below:Powered by Microsoft Azure, KnowledgeLake features robust workflow automation and RPA capabilities that enable businesses to reduce manual tasks, streamline operations, and improve productivity by automating complex processes.
17/12/2025
Security Guidance Series: CAF 4.0 Threat Hunting From Detection to Anticipation
The CAF 4.0 update reframes C2 (Threat Hunting) as a cornerstone of proactive cyber resilience.it now demands structured, frequent, and intelligence-led threat hunting that evolves in line with organizational risk.Microsoft E3 equips organizations with the baseline capabilities to begin threat investigation, forming the starting point for Partially Achieved maturity under CAF 4.0 C2.
17/12/2025
JSON Structure: A JSON schema language you'll love
JSON Schema is a powerful document validation tool, but it is not a data definition language.The Structurize tool converts JSON Structure schemas into SQL DDL for various database dialects, as well as self-serializing classes for multiple programming languages.We've submitted JSON Structure as a set of Internet Drafts to the IETF, aiming for formal standardization as an RFC.
17/12/2025
Thinking Machines Lab Makes Tinker Generally Available: Adds Kimi K2 Thinking And Qwen3-VL Vision Input
Thinking Machines Lab has moved its Tinker training API into general availability and added 3 major capabilities, support for the Kimi K2 Thinking reasoning model, OpenAI compatible sampling, and image input through Qwen3-VL vision language models.For AI engineers, this turns Tinker into a practical way to fine tune frontier models without building distributed training […]The post Thinking Machines Lab Makes Tinker Generally Available: Adds Kimi K2 Thinking And Qwen3-VL Vision Input appeared first on MarkTechPost.
17/12/2025
Coreinfo v4.0, NotMyFault v4.30, and Process Explorer v17.09
This update to Coreinfo, a tool that reports processor, socket, NUMA memory, and cache topology of a system, as well as processor features supported, now includes a GUI version and adds checks for features present in modern CPUs.This update to NotMyFault, a tool that can crash, hang, and cause kernel memory leaks on the Windows system, adds Arm64 support and a new crash type for HalTimerWatchdogTriggerSystemReset.This update to Process Explorer, an advanced process, DLL, and handle viewing utility, fixes an image type bug, and enables the assemblies tab for .NET processes.
17/12/2025
Introducing OpenAI’s GPT-image-1.5 in Microsoft Foundry
That’s why we are excited to announce OpenAI's GPT Image 1.5 is now generally available in Microsoft Foundry.This model can bring sharper image fidelity, stronger prompt alignment, and faster image generation that supports iterative workflows.Based on an internal Microsoft dataset, GPT Image 1.5 performs higher than other image generation models in prompt alignment and infographics tasks.
16/12/2025
Identify causes of auto-resuming serverless workloads in Azure SQL Database
We are pleased to announce that telemetry is now available in Azure Monitor activity log to identify the causes of auto-resuming serverless workloads in Azure SQL Database. Prior to exposing this telemetry, the correlation of specific auto-resume causes with database activity could be time consuming and imperfect with no programmatic solution.Serverless in SQL Database automatically scales compute based on workload demand and bills for compute used per second. In the General Purpose tier, serverless also provides an option to automatically pause the database during idle usage periods when only storage related costs are billed. The more a database is idle, the more auto-pausing can help reduce compute costs. In this example, the serverless database is auto-resumed in around 38 seconds in order to perform a security related vulnerability assessment.
16/12/2025
More control over proofing language in OneNote on Windows
I’m excited to share an update to Microsoft OneNote on Windows that gives you more flexibility over proofing languages in your notebook pages.More control over proofing language in OneNote on WindowsIt will reach general availability by the end of January 2026.
16/12/2025
WPC Milan 2025: AI, Cloud and Community Power a Record Breaking Edition
Over the course of three full days, WPC welcomed one thousand attendees who had access to one hundred and eight technical sessions, ten keynotes and six specialized tracks that covered the most relevant areas of modern technology.These figures confirm WPC as the most significant independent Microsoft‑focused conference in Italy.Artificial Intelligence and Microsoft Copilot represented the core of WPC Milan 2025.
16/12/2025
Anatomy of an Outage: How Microsoft focuses on Transparency during and post incident
I had the opportunity to co-present a session on the topic of how Microsoft communicates during outages and what YOU can do to be more proactive on how your Azure based infra is weathering the storm.Tajinder Pal Singh Ahluwalia and I pulled back the curtain on how Microsoft handles major incidents—from the first customer impact signal to the deep‑dive retrospectives that follow.Shockingly, only 20–30% of Azure subscriptions actively use Azure Service Health—yet it’s the single most important tool for understanding how outages affect your specific workloads.
16/12/2025
Beyond the Model: Empower your AI with Data Grounding and Model Training
With over 11,000 foundational, open, task-specific, and industry-tuned models, Foundry Models serve as the indispensable engine of Microsoft Foundry—empowering developers to build, optimize, and govern AI applications and agents with unmatched flexibility, speed, and contextual intelligence. Foundation models are powerful—but they don’t know your business.By combining Foundry Models with Foundry IQ and agent orchestration, organizations unlock faster time-to-value and up to 30% productivity gains—translating into hundreds of hours saved per day and significant reductions in AI development costs.With Foundry IQ powered by Azure AI Search, customers index their own documents, policies, and data repositories, enabling models to answer with context and citations.
16/12/2025
Partner Blog | Azure updates for partners: December 2025
At Microsoft Ignite 2025, we explored what it means for organizations to move into the era of Frontier transformation.This shift is focused on embedding AI across every part of the business to improve decision-making, increase speed, and create new value.For partners, this move toward Frontier represents a significant opportunity to lead customers into this new era.
16/12/2025
Building Bridges: Microsoft’s Participation in the Fedora Linux Community
Over the past year, our Community Linux Engineering team has been doing just that, focusing on Fedora Linux and working closely with the community to improve infrastructure, tooling, and collaboration.Modernizing Fedora Cloud Image Delivery One of our most impactful contributions this year has been expanding the availability of Fedora Cloud images across major cloud platforms.
16/12/2025
Partner Case Study | University of Chicago
Working closely with Microsoft and UChicago’s IT Services team, Royal Cyber helped design and deploy PhoenixAI—a secure, scalable generative AI assistant powered entirely by Azure.The goal: deliver an institutionally managed AI solution built on trusted Azure infrastructure, deployable before the semester’s start, customizable by department or course, and capable of serving tens of thousands of users without adding operational overhead.PhoenixAI was built entirely on Azure using a modular, container-based architecture designed for performance, observability, and scalability.
16/12/2025
Public Preview: Cross-tenant Orchestrated User Data Migration
Today we’re excited to announce the Public Preview of Cross-tenant Orchestrated User Data Migration (UDM), a new set of capabilities that help IT teams move user mailboxes, files, and collaboration assets between Microsoft 365 tenants with greater speed, predictability, and control.With a single orchestration layer coordinating the migration of multiple services, admins won’t need to manage timelines, dependencies, or interfaces of multiple tools. The submission and monitoring of a migration is all available in one spot, and batching of up to 2,000 users is supported.This product uses the technology behind the GA solutions for moving OneDrive and mailboxes. For the first time, Microsoft is offering a cross-tenant migration tool to move Teams data.
16/12/2025
Efficiently process high volume logs and optimize costs with Microsoft Sentinel data lake
With Microsoft Sentinel data lake, you can ingest high‑volume logs directly into the data lake tier—significantly reducing storage costs while maintaining full visibility.In this post, we will demonstrate how to leverage the Sentinel data lake by ingesting data into the CommonSecurityLog table.KQL jobs in Sentinel data lake are automated one-time or scheduled jobs that run Kusto Query Language (KQL) queries directly on data lake.
16/12/2025
Ignite Recap: How Copilot Search and Connectors Are Redefining Productivity
Ready to see how AI is transforming the way you work?At Microsoft Ignite, Microsoft 365 Copilot Search and Connectors took center stage - ushering in a new era of productivity and intelligent search.At Ignite we introduced AI Views, which are a new way to surface relevant information instantly within Copilot Search.
16/12/2025
Synced passkeys and high assurance account recovery
Almost half of Microsoft Entra ID users are now protected with Multi-Factor Authentication (MFA), per the latest Microsoft Digital Defense Report. Yet many organizations still face high costs because of training needs, usability challenges and productivity loss. At Microsoft Ignite 2025, we introduced two new features in Entra ID to address those challenges for existing MFA deployments and to increase adoption of MFA across users and organizations: synced passkeys and account recovery.Microsoft Entra account recovery in Microsoft Entra helps users regain access quickly and securely, leveraging government issued ID and biometric verification to deliver high assurance.
16/12/2025
Azure PostgreSQL Lesson Learned#11: Major Version Upgrade Failure Due to Unsupported Extensions
Azure Database for PostgreSQL Flexible Server only supports a specific list of extensions during major version upgrades.If your source server contains any extension outside that allowlist, the major version upgrade will be blocked.To unblock the Azure PostgreSQL MVU:
16/12/2025
Microsoft named an overall leader in KuppingerCole Leadership Compass for Generative AI Defense
Today, we are proud to share that Microsoft has been recognized as an overall leader in the KuppingerCole Leadership Compass for Generative AI Defense (GAD), an independent report from a leading European analyst firm.Microsoft delivers this through a comprehensive and integrated approach that provides visibility, protection, and governance across the full AI stack.Guidance for Security Leaders and CISOs
16/12/2025
Announcing Native NVMe in Windows Server 2025: Ushering in a New Era of Storage Performance
We’re thrilled to announce the arrival of Native NVMe support in Windows Server 2025—a leap forward in storage innovation that will redefine what’s possible for your most demanding workloads.Modern NVMe (Non-Volatile Memory Express) SSDs now operate more efficiently with Windows Server.With Native NVMe in Windows Server 2025, the storage stack is purpose-built for modern hardware—eliminating translation layers and legacy constraints.
15/12/2025
Executive Voice Agent Playbook—Empowering Leadership Communications with Microsoft 365 Copilot
That’s why we created this Executive Voice Agent Playbook, which is designed to help communicators build scalable agents that capture and amplify their leadership’s unique voice—delivering consistent, impactful messaging across every channel.By embedding an executive’s authentic voice into Microsoft 365 Copilot agents, organizations can:The playbook provides a step-by-step guide to building your own executive voice agent using Microsoft Agent Builder or Copilot Studio:
15/12/2025
Black Forest Labs FLUX.2 Visual Intelligence for Enterprise Creative now on Microsoft Foundry
Black Forest Labs’ (BFL) FLUX.2 is now available on Microsoft Foundry. Building on FLUX1.1 [pro] and FLUX.1 Kontext [pro], we’re excited to introduce FLUX.2 [pro] which continues to push the frontier for visual intelligence. FLUX.2 [pro] delivers state-of-the-art quality with pre-optimized settings, matching the best closed models for prompt adherence and visual fidelity while generating faster at lower cost.FLUX.2 combines image generation and editing in a single latent flow matching architecture, coupling a Mistral‑3 24B vision‑language model (VLM) with a rectified flow transformer.Black Forest Labs models in Foundry Models are delivered under the Microsoft Product Terms, giving you enterprise-grade security and compliance out of the box. Each FLUX endpoint offers Content Safety controls and guardrails.
15/12/2025
How to Design a Gemini-Powered Self-Correcting Multi-Agent AI System with Semantic Routing, Symbolic Guardrails, and Reflexive Orchestration
In this tutorial, we explore how we design and run a full agentic AI orchestration pipeline powered by semantic routing, symbolic guardrails, and self-correction loops using Gemini.We walk through how we structure agents, dispatch tasks, enforce constraints, and refine outputs using a clean, modular architecture.The post How to Design a Gemini-Powered Self-Correcting Multi-Agent AI System with Semantic Routing, Symbolic Guardrails, and Reflexive Orchestration appeared first on MarkTechPost.
15/12/2025
Part 3: Unified Security Intelligence - Orchestrating GenAI Threat Detection with Microsoft Sentinel
Why Sentinel for GenAI Security Observability? Before diving into detection rules, let's address why Microsoft Sentinel is uniquely positioned for GenAI security operations—especially compared to traditional or non-native SIEMs.
15/12/2025
From Large Semi-Structured Docs to Actionable Data: In-Depth Evaluation Approaches Guidance
Extracting structured data from large, semi-structured documents (the detailed solution implementation overview and architecture is provided in this tech community blog: From Large Semi-Structured Docs to Actionable Data: Reusable Pipelines with ADI, AI Search & OpenAI) demands a rigorous evaluation framework. The goal is to ensure our pipeline is accurate, reliable, and scalable before we trust it with mission-critical data.It provides metrics, examples, and best practices at each step, forming a generic pattern that can be applied to various domains.
15/12/2025
Streamline Azure NetApp Files Management—Right from Your IDE
The Azure NetApp Files VS Code Extension is designed to streamline storage provisioning and management directly within the developer’s IDE.The extension addresses these challenges by enabling AI-powered automation through natural language commands, reducing provisioning time from hours to minutes while minimizing errors and improving compliance.The Azure NetApp Files VS Code Extension brings automation and intelligence directly into your development environment.
15/12/2025
Microsoft hits the road with Oracle AI World Tour 2026.
That’s why Microsoft and Oracle have partnered to deliver the most comprehensive, enterprise-ready solution for Oracle workloads in the public cloud.With Oracle Database@Azure, organizations can make mission-critical workloads AI-ready through simplified migration, integrated security, and AI-optimized infrastructure—backed by the broadest regional footprint for enterprise workloads.Attend one of the Oracle AI World Tour events below and stop by the Microsoft booth to speak with our experts, explore demos, and learn more about Oracle Database@Azure.
15/12/2025
Message brokers as the cornerstone of the next generation of agentic AI backends
Instead of one-off model calls, we are starting to see networks of agents and MCP services working together.Message brokers, such as Azure Service Bus, are ideal for the capabilities needed in this future.Why agentic AI backends need enterprise messaging
15/12/2025
Preparing for Azure PostgreSQL Certificate Authority Rotation: A Comprehensive Operational Guide
A routine Certificate Authority (CA) rotation for Azure Database for PostgreSQL.Understanding where your application’s trust store is located determines how you’ll update it for CA rotations.To detect certificate-related issues before and after CA rotation, configure Azure Monitor alerts.
15/12/2025
Introducing DeepSeek-V3.2 and DeepSeek-V3.2-Speciale in Microsoft Foundry
Today, we’re excited to announce that DeepSeek-V3.2 and DeepSeek-V3.2-Speciale are now available in Microsoft Foundry directly from Azure.These models bring state-of-the-art reasoning, hyper-efficient architecture, and breakthrough reinforcement learning innovations into the Foundry ecosystem giving developers unprecedented access to frontier-class intelligence that is fully enterprise-ready.With this launch, customers can deploy DeepSeek’s latest reasoning engines with the reliability, scalability, and compliance of Azure, and integrate them seamlessly with Foundry’s evaluation tools, routing systems, agent framework, and observability stack.DeepSeek-V3.2 represents a major evolution of the DeepSeek family—a model engineered for thinking, not just text generation.
15/12/2025
How AI Is Helping Patients Access Life-Saving Treatments Faster
NSF partnered with the Cloud Accelerate Factory to build an Azure AI-powered solution that automates document review, compliance checks, and summary generation.Audit times cut by 50%, freeing experts to focus on strategy and enabling treatments to reach patients sooner.With near-perfect accuracy and scalable design, this AI tool is transforming how NSF works—reducing inefficiencies, minimizing human error, and unlocking capacity for global impact.
15/12/2025
Ep 31 | Building Trust and Innovation in the Microsoft Ecosystem with Suresh Ramani
In this engaging episode of IAMCP Profiles in Partnership, hosts Anthony Carrano and Rudy Rodriguez sit down with Suresh Ramani, CEO of TechGyan, a multi-time Microsoft Partner of the Year, and a leader in building thriving communities and innovative solutions within the Microsoft ecosystem.Suresh Ramani’s Journey: From System Integrator to Microsoft PowerhouseMove from reactive, one-off deals to proactive, strategic alliances.
15/12/2025
Secure, Seamless Access using Managed Identities with Azure Files SMB
We are excited to announce the Public Preview of Managed Identities support with Azure Files SMB.This capability provides a secure, identity-driven approach for customer applications that eliminates credentials-based access and integrates seamlessly with MS Entra ID. Azure virtual machines, containers, and applications running in Azure can now authenticate to Azure Files using their own managed identity, and mount shares using short lived OAuth tokens over Kerberos.This unlocks secure file share access for both first party and customer applications, including Azure Kubernetes Service (AKS), Azure Functions, App Services, and other cloud native services
15/12/2025
Announcing the Winners of the MVP Summit Swag Design Contest!
This year marked something special for the MVP community—the inaugural MVP Summit Swag Design Contest, a brand‑new way for MVPs and RDs to express their creativity and contribute to the visual identity of MVP Summit 2026. The contest ran November 13-December 2 and winners were notified the week of December 8.Participants could submit a single entry and were encouraged to bring their best ideas, boldest visuals, and most community‑inspired concepts.
15/12/2025
Announcing AI Entity Analyzer in Microsoft Sentinel MCP Server - Public Preview
The tool leverages your organization’s security data in Sentinel to deliver comprehensive, reasoned risk assessments for any entity you encounter - starting with users and urls.By providing this unified, out-of-the-box solution for entity analysis, Entity Analyzer also enables the AI agents you build to make smarter decisions and automate more tasks - without the need to manually engineer risk evaluation logic for each entity type.So, we introduced the User Analyzer, a specialized analyzer that unifies, correlates, and analyzes user activity across all these security data sources.
15/12/2025
Adopting Copilot: Improving Response Quality via Connectors
Microsoft has provided Copilot Connectors and Power Platform Connectors.delivering content which is included in 15% of all copilot responses, >1.8M citations per month.Successful grounding is based on 3 interdependent pillars - good relevance, good content quality, and good completeness.
15/12/2025
November 2025 Recap: PostgreSQL on Azure
November was an exciting month for PostgreSQL on Azure, packed with announcements at Microsoft Ignite 2025.We introduced a wave of new capabilities focusing on performance, analytics, security and AI-assisted migration for Azure Database for PostgreSQL.We are excited to announce that the Call for Proposals (CFP) for POSETTE: An Event for Postgres 2026 is now open!
15/12/2025
Using natural language to build healthcare imaging cohorts for research
For Microsoft’s Global Hackathon 2025 in September, a multi-disciplinary team from Microsoft set out to transform this process by developing an AI-powered prototype that would help democratize access to imaging data for research.The goal was to allow researchers to acquire imaging data in minutes by defining imaging cohorts in natural language — no complex coding, no manual retrieval, no coordinated, months-long effort.During the Microsoft Global Hackathon 2025, the annual company-wide innovation event, engineers and data scientists from Microsoft’s Health & Life Sciences group teamed up with research IT specialists and radiologists from one of our priority customers, The University of Texas Medical Branch, to build a prototype.
15/12/2025
Announcing Azure Database for MySQL Support for Resource Move with Private Link
Azure Database for MySQL now supports moving servers with Private Link enabled across subscriptions, resource groups, without disabling Private Link.For Azure MySQL customers, the impact is significant: you gain the ability to reorganize and migrate your database servers more easily.With Azure Database for MySQL’s new support for Azure Resource Move with Private Link, you get the best of both worlds: the security of private network connectivity and the freedom to move your databases within Azure’s cloud environment.
15/12/2025
In-App Notification PCF Control
A robust Power Apps Component Framework (PCF) control for Dataverse, designed to deliver, display, and manage in-app notifications.This control supports secure environment variable lookup, publisher-agnostic logic, recipient resolution, and integrates with Microsoft Graph for advanced scenarios.For MSAL.js to perform silent authentication (acquire tokens without user interaction), your Azure AD app registration must include a valid redirect URI.
15/12/2025
Exchange Online ActiveSync Device Support Update
Starting March 1, 2026, devices running ActiveSync versions lower than 16.1 will no longer be able to connect to our services.EAS 16.1 was released as a part of Exchange Server and Exchange Online in June 2016.If users and organizations keep their devices and applications updated to the latest supported versions, there should be minimal disruption in service.
15/12/2025
New in Microsoft Marketplace: December 15, 2025
Learn about 254 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs.AI-Powered TDS 26AS Reconciliation: Compusoft’s AI-enabled 26AS Tax Deducted at Source (TDS) reconciliation toolkit automates high-volume TDS transaction matching using Microsoft Dynamics 365 Business Central and Microsoft Azure.It streamlines sales, inventory, employee, and store management with features like multi-payment methods, real-time reporting, and multi-store support, eliminating the need for third-party software. Zertify: Zertify is a certification management solution that streamlines creating, managing, and verifying certifications.
15/12/2025
Meet Agents in OneDrive: Your AI project assistant, built from your own content
Agents in OneDrive are your personal AI project assistants, built directly from your own files and folders, allowing you to create an Agent that “knows” your content and delivers instant, tailored answers using different actions like:Send your feedback and use cases through your usual Microsoft channels - your input helps shape the future of Agents in OneDrive.Agents in OneDrive are rolling out worldwide for OneDrive on the web, starting November 2025, completing in January 2025.
15/12/2025
Industry-Wide Certificate Changes Impacting Azure App Service Certificates
In early 2026, industry-wide changes mandated by browser applications and the CA/B Forum will affect both how TLS certificates are issued as well as their validity period. The CA/B Forum is a vendor body that establishes standards for securing websites and online communications through SSL/TLS certificates.Azure App Service is aligning with these standards for both App Service Managed Certificates (ASMC, free, DigiCert-issued) and App Service Certificates (ASC, paid, GoDaddy-issued).Most customers will experience no disruption. Action is required only if you pin certificates or use them for client authentication (mTLS).
15/12/2025
Empower Your Cloud Identity: How to Convert User SOA from AD to Entra ID
We synchronize users from on-premises Active Directory (AD) to Microsoft Entra ID (formerly Azure AD), giving our people one set of credentials for both cloud and local resources.But this setup comes with a hidden limitation: Active Directory remains the Source of Authority (SOA).Microsoft has introduced the capability to shift the SOA for your users entirely to Entra ID.
15/12/2025
Empower Your Cloud Identity: How to Convert User SOA from AD to Entra ID
We synchronize users from on-premises Active Directory (AD) to Microsoft Entra ID (formerly Azure AD), giving our people one set of credentials for both cloud and local resources.But this setup comes with a hidden limitation: Active Directory remains the Source of Authority (SOA).Microsoft has introduced the capability to shift the SOA for your users entirely to Entra ID.
15/12/2025
كلما كان تصميم نموذج البيانات مبني بشكل صحيح كلما اصبح التحليل اسهل والأداء افضل
هو الأساس الذي يحدد قوة التحليل وغالبا يكون أهم من إنشاء الرسوم البيانية نفسها (Data Modeling) تصميم نموذج البيانات، Power BI في.سابسط شرحها الان One-to-Manyالعلاقات من نوع واحد الى متعدد ما هي؟ علاقة واحد إلى متعدد تعني أن جدولًا واحدا يحتوي على قيم فريدة (مثل جدول المنتجات)، بينما الجدول الآخر يحتوي على قيم مكررة مرتبطة به (مثل جدول المبيعات)- مثال عملي يحتوي على كل منتج مرة واحدة Products جدول المنتجات يحتوي على كل عملية بيع، وقد تتكرر المنتجات فيه Sales جدول المبيعات لماذا مهم؟ . هذه العلاقة تضمن أن التحليلات تكون دقيقة عند تجميع البيانات، مثل حساب إجمالي المبيعات لكل منتج. نموذج النجمة (Star Schema) ما هو؟ حيث يكون لديك Power BIهو تصميم مثالي لنموذج البيانات في جدول حقائق (Fact Table) يحتوي على الأرقام (مثل المبيعات، الكميات) جداول أبعاد (Dimension Tables)تحتوي على تفاصيل التصنيف (مثل العملاء، المنتجات، الوقت) لماذا مهم؟ يقلل التعقيد يحسن الأداء يسهل فهم العلاقات مثال Products, Customers, Dateفي الوسط، مرتبط بجداول Sales جدول المبيعات (Filter Direction)اتجاه التصفية ما هو؟ عند إنشاء علاقة بين جدولين، يجب تحديد اتجاه انتقال الفلاتر Single Direction الفلتر ينتقل من جدول الأبعاد إلى جدول الحقائق Both Directionsالفلتر ينتقل في الاتجاهين (يستخدم بحذر لأنه قد يسبب مشاكل في الأداء) لماذا مهم؟ إذا كان الاتجاه خاطئا، قد تظهر نتائج غير دقيقة أو تتأثر سرعة التقرير الخلاصةإذا كان نموذج البيانات قويا ومبنيا بشكل صحيح ستصبح الرسوم البيانية أكثر دقةالأداء سيكون أفضل التحليل سيكون أسهل
14/12/2025
Leina Future Data & AI Hub – Weekly Tip (Inspired by Microsoft Learn)
One-to-many relationshipsStar schemaFilter direction
14/12/2025
OpenAI has Released the ‘circuit-sparsity’: A Set of Open Tools for Connecting Weight Sparse Models and Dense Baselines through Activation Bridges
OpenAI team has released their openai/circuit-sparsity model on Hugging Face and the openai/circuit_sparsity toolkit on GitHub.The release packages the models and circuits from the paper ‘Weight-sparse transformers have interpretable circuits‘.The models are GPT-2 style decoder only transformers trained on Python code.
14/12/2025
5 AI Model Architectures Every AI Engineer Should Know
Behind the scenes, a whole family of specialized architectures is quietly transforming how machines see, plan, act, segment, represent concepts, and even run efficiently on small devices.Each of these models solves a different part of the intelligence puzzle, and together […]The post 5 AI Model Architectures Every AI Engineer Should Know appeared first on MarkTechPost.
13/12/2025
Nanbeige4-3B-Thinking: How a 23T Token Pipeline Pushes 3B Models Past 30B Class Reasoning
Can a 3B model deliver 30B class reasoning by fixing the training recipe instead of scaling parameters?Nanbeige LLM Lab at Boss Zhipin has released Nanbeige4-3B, a 3B parameter small language model family trained with an unusually heavy emphasis on data quality, curriculum scheduling, distillation, and reinforcement learning.The research team ships 2 primary checkpoints, […]
13/12/2025
Troubleshooting Replication Performance Issues
If you notice high writer wait times in the Distribution Agent performance statistics, you should investigate the performance of the Distribution Agent execution against the distribution server and database.If you notice high reader wait times in the Distribution Agent performance statistics, you should investigate the performance of the Distribution Agent execution against the subscriber server and database.Use the profiler trace tool to investigate the performance of the execution of the replication stored procedures.
12/12/2025
Announcing Windows Admin Center for Arm-based Copilot+ PCs
Great news for IT pros managing the next generation of Windows devices!Windows Admin Center now supports Arm-based Copilot+ PCs, bringing the powerful, browser-based management experience you rely on to Microsoft's most advanced AI-powered devices.Copilot+ PCs are next-generation Windows devices designed with built-in AI capabilities, delivering faster performance, enhanced productivity, and intelligent experiences powered by Windows and Microsoft Copilot.
12/12/2025
How to Design a Fully Local Agentic Storytelling Pipeline Using Griptape Workflows, Hugging Face Models, and Modular Creative Task Orchestration
In this tutorial, we build a fully local, API-free agentic storytelling system using Griptape and a lightweight Hugging Face model.We walk through creating an agent with tool-use abilities, generating a fictional world, designing characters, and orchestrating a multi-stage workflow that produces a coherent short story.By dividing the implementation into modular snippets, we can […]
12/12/2025
Copilot Your Holidays: Episode 3 - Focus Time, Year-End Reviews, and Travel Planning!
In Episode 3 of our Copilot Your Holidays series, Samhita, Maria, and Saurabh dive into practical ways to reclaim your time—clearing your calendar, crafting thoughtful performance reviews, and even planning the perfect moment to head to the airport.Check my calendar and list 6–8 open 30–45-minute slots over the next 10 business days, between 9 AM and 4 PM in my time zone, so I can prepare for my end of year review.Share your favorite Copilot-generated holiday ideas with us in the comments!
12/12/2025
Title Plan Update – December 12, 2025
December 12, 2025 Title Plan Now Available Access the latest Instructor-Led Training (ILT) updates anytime at http://aka.ms/Courseware_Title_Plan to ensure you're always working from the most current version.📌 Reminder: To help you stay informed more quickly and consistently, we’ve moved to a weekly publishing cadence for the title plan.
12/12/2025
Verified skills, real impact: Microsoft Credentials help you get AI-ready
AI has rapidly evolved from trendy buzzword to critical business tool.In The No. 1 Skill Employers Want In 2025 And Most Job Seekers Don’t List It, Forbes points out that 81% of hiring managers prioritize AI skills.EPAM Systems, a global leader in digital engineering, has seen firsthand how Microsoft Credentials strengthen AI readiness and improve project results.
12/12/2025
How to Access ChatGPT‑5.2 in Microsoft 365 Copilot Chat
Microsoft has started rolling out OpenAI’s GPT‑5.2 into Microsoft 365 Copilot—including Copilot Chat—so you can choose the newest model directly from the model selector. GPT‑5.2 comes in two strengths: an efficient, everyday option (“Instant”) and a deeper reasoning option (“Thinking”), which is exactly why Microsoft also gives you Quick Response and Think Deeper styles for how much “thinking time” Copilot should spend. GPT‑5.2 is now available in Microsoft 365 Copilot via the model selector, which means you can explicitly pick it for a chat when you want the newest capabilities. Microsoft describes GPT‑5.2 as combining GPT‑5.2 Thinking (best for complex problems and strategic insights) and GPT‑5.2 Instant (efficient for everyday writing, translation, and skill-building). OpenAI also positions GPT‑5.2 as improved for professional work—like creating spreadsheets, building presentations, writing code, and handling complex multi-step projects—especially when you select the deeper “Thinking” variant. Microsoft’s framing is simple: GPT‑5.2 becomes more powerful “at work” because Copilot applies it inside Microsoft 365, where it can support insights and planning across common productivity workflows (as your licensing and tenant configuration allow). And because GPT‑5.2 is built to be stronger on long context and complex professional tasks, you can reach for “Think Deeper” when you want higher-quality reasoning—and use “Quick Response” to stay fast for everyday work.
12/12/2025
Get Ready, Arlington: M365 Copilot Prompt-a-thon Is Coming January 21
The future of productivity is here—and we’re bringing it straight to the DMV.On Wednesday, January 21, 2026, Microsoft experts will be on-site in Arlington, Virginia, to host an immersive, hands-on Microsoft 365 Copilot Prompt‑a‑thon designed to help you unlock the full power of modern AI in your everyday work.This in-person workshop focuses on building confidence, creativity, and fluency with Copilot across Microsoft 365 apps such as Word, Excel, Outlook, and Teams.The Microsoft 365 Copilot Prompt‑a‑thon is more than a workshop.
12/12/2025
Level Up Your Productivity: Join Our 2026 Copilot in Action Series this January and February
Create Your First Agent Using Agent Builder (Copilot Studio Light)Learn how to ground your agent in your own M365 data and extend Copilot’s value even further.Create an Agent for M365 Copilot Using Microsoft Copilot Studio
12/12/2025
Key Considerations for Modernizing and Migrating Custom Applications to Azure
A detailed understanding of the existing application is the foundation of a successful migration.The Azure Migration Guide helps map applications to the right strategy.During database modernization, Azure SQL and Cosmos DB use built-in intelligence to index data, tune queries, detect anomalies, and improve performance autonomously.Azure SQL Intelligent Performance: Automatic Tuning Overview - Azure SQL & SQL database in Fabric |
12/12/2025
AI Upskilling Framework Level 3 Building
The Global AI Community is excited to bring you the latest updates on AI Upskilling Framework Level 3 Building, straight from Microsoft Ignite!Next, we introduce the Microsoft Agentic Framework (MAF), comparing traditional workflows with agentic workflows and addressing common issues.To bring these concepts to life, we showcase two new demos: a Claims Intake Workflow and a Claims Fraud Detection Workflow, highlighting how agentic design transforms real-world processes.
12/12/2025
Sales agent in Microsoft 365 Copilot: Evaluation Results – Technical Report
Today, we’re announcing the Microsoft Sales Bench—a new collection of evaluation benchmarks designed to assess the performance of AI-powered sales agents across real-world scenarios.This technical deep dive outlines how Sales agent is built, how it reasons over enterprise CRM and work data, and how we evaluated its accuracy, completeness, relevance, and usefulness across end-to-end sales workflows.To evaluate the Sales agent in a way that reflects how real sellers work, we built a full Dynamics 365 Sales environment populated with synthetically generated, but realistic CRM data.
12/12/2025
Sales agent - the Copilot agent that speaks sales
Today, we are excited to announce that the public preview of Sales agent in Microsoft 365 Copilot is now available.Sales agent brings insights from Customer Relationship Management (CRM) systems, emails, meetings, enterprise content stores and other sales applications, into the flow of work.Today, we’re announcing the Microsoft Sales Bench—a new collection of evaluation benchmarks designed to assess the performance of AI-powered sales agents across real-world scenarios.
12/12/2025
Stop Re‑typing: Use Microsoft 365 Copilot Chat to Turn Image Snapshots into Excel Tables—Fast
A faster path now exists across Microsoft 365: take a quick image snapshot, upload it to Copilot Chat, and ask it to extract the data into a structured table and create a ready‑to‑use Excel file.This workflow combines Copilot’s multimodal understanding of images with Excel’s “Data from Picture” capabilities—dramatically cutting the time you spend wrangling non‑Excel sources. In Word, Excel, PowerPoint, OneNote, Teams, or the Microsoft 365 app, open Copilot Chat, choose Add an image (or Upload from phone via QR if available), and insert your screenshot.
12/12/2025
New in Microsoft Marketplace: December 5, 2025
Learn about 395 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs. Get it now in our marketplace
12/12/2025
Configure a log analytics workspace to collect Window Server Event log, IIS and performance data.
Configuring Azure Monitor with Log Analytics for IIS ServersAzure Monitor combined with Log Analytics provides centralized telemetry collection for performance metrics, event logs, and application logs from Windows-based workloads.This guide demonstrates how to configure data collection from IIS servers using Data Collection Rules (DCRs).
12/12/2025
Ep 30 | How the AvePoint-IAMCP Partnership Empowers Microsoft Partners for AI-Driven Success
Welcome to a behind-the-scenes look at the latest episode of Profiles in Partnership, entitled “Scaling Smarter: AI, Talent, and Opportunity in the Microsoft Partner Ecosystem,” where innovation, community, and growth converge to shape the future of the Microsoft partner ecosystem.Enter the International Association of Microsoft Channel Partners (IAMCP).Dux Raymond Sy's journey is a master class in adaptability.
12/12/2025
Microsoft Ignite 2025 AI announcements: What software developers need to know
Igniting what’s next: What software development companies need to know about Microsoft’s AI announcements at Ignite 2025The AI landscape took a major leap forward at Microsoft Ignite 2025, and for software development companies and digital natives, the announcements represent a massive opportunity: faster innovation, simplified agent development, access to enterprise‑ready AI platforms, and a dramatically expanded ecosystem to build on.Ignite 2025 formally unveiled Microsoft Foundry, our unified platform for building, governing, and scaling intelligent agents.
11/12/2025
Private Preview: Azure Managed Prometheus on VM / VMSS
Today we are excited to announce the private preview of Azure Managed Prometheus support for virtual machines (VM) and virtual machine scale sets (VMSS).Until now, Managed Prometheus on Azure was primarily targeted at containerized workloads — e.g. Kubernetes (AKS) or Azure Arc–enabled clusters.With this preview, you can now extend Prometheus-style monitoring to your IaaS workloads running on VMs/VMSS, giving you unified, scalable, resilient metric collection and observability across both containers and traditional compute —including full support for GPU and InfiniBand (IB) metric collection for HPC scenarios.
11/12/2025
Congratulations to Nicole Dezen on being named a CRN 2025 Woman of the Year in the Vendor/Distributor category!
The third annual CRN Women of the Year Awards spotlight the incredible achievements of women leaders and rising stars in the IT channel, as well as the companies and allies who support their work.These awards celebrate the exceptional dedication and leadership of women and their advocates who have make significant impacts promoting innovation and equity in the technology industry. We’re proud to share that Nicole Dezen, Chief Partner Officer and Corporate Vice President, Global Channel Partner Sales at Microsoft, has been named a CRN 2025 Woman of the Year in the Vendor/Distributor category.
11/12/2025
OpenAI Introduces GPT 5.2: A Long Context Workhorse For Agents, Coding And Knowledge Work
OpenAI has just introduced GPT-5.2, its most advanced frontier model for professional work and long running agents, and is rolling it out across ChatGPT and the API.GPT-5.2 is a family of three variants.In ChatGPT, users see ChatGPT-5.2 Instant, Thinking and Pro.
11/12/2025
Skilling snack: AI on Windows Copilot+ PCs
You can be a lot more productive with AI on Copilot+ PCs, the newest type of Windows PCs.In the past year, we’ve added several new features and capabilities designed to boost productivity and inclusivity.See how Copilot+ PCs evolved with AI powered features like Click to Do, Recall, improved Windows search, and Fluid dictation (in preview).
11/12/2025
DataDay 2025 Bogotá: Connecting Ideas, Creating Opportunities
Bogotá became the epicenter of data innovation during DataDay 2025, a hybrid event that brought together professionals, enthusiasts, and industry leaders from across Latin America.Throughout the year, virtual sessions covered topics such as KPI design, intelligent Excel functions, and automation with AI—setting the stage for the grand finale: a three-day in-person experience at Microsoft’s Bogotá offices on November 20, 21, and 24.This year’s edition was even more special as Microsoft Colombia’s office in Bogotá opened its doors for the event for the first time.
11/12/2025
Fine-tuning at Ignite 2025: new models, new tools, new experience
At Ignite 2025, we saw how Docusign fine-tuned models that powered their document management system to achieve major gains: more than 50% cost reduction per document, 2x faster inference time, and significant improvements in accuracy.At Ignite, we launched several new features in Microsoft Foundry that make fine‑tuning easier, more scalable, and more impactful than ever with the goal of making agents unstoppable in the real world:To make it easier than ever to get started, we’re introducing Developer Training tier – providing users with a 50% discount when they choose to run workloads on pre-emptible capacity.
11/12/2025
CopilotKit v1.50 Brings AG-UI Agents Directly Into Your App With the New useAgent Hook
Agent frameworks are now good at reasoning and tools, but most teams still write custom code to turn agent graphs into robust user interfaces with shared state, streaming output and interrupts.It is an open source framework for building AI copilots and in-app agents directly in your app, with real […]The post CopilotKit v1.50 Brings AG-UI Agents Directly Into Your App With the New useAgent Hook appeared first on MarkTechPost.
11/12/2025
Write formulas with natural language using Copilot in Excel
Now, we’re introducing an additional on-grid Copilot tool that takes it a step further: With this new capability, you can simply describe what you need, and Copilot will create the formula for you.In Excel for the Web, select the cell in which you want to enter a formula.This feature is currently rolling out to Excel for Web users with a Microsoft 365 Copilot license.
11/12/2025
What's new in Microsoft Intune: December 2025
Following Microsoft Ignite 2025, I caught up with colleagues and Intune MVPs who made the trip to San Francisco.Throughout 2025, the Intune engineering team has shipped capabilities for cross-platform support, security, and more that has helped to remove many areas of friction from day-to-day operations.November's updates deliver improvements across three areas: app management, privacy controls, and policy targeting.
11/12/2025
Transforming Data migration using Azure Copilot
With the new “Storage Migration Solutions Advisor” capability in Azure Copilot, Microsoft is transforming this experience into a conversational, AI-driven workflow that accelerates decision-making and reduces operational friction.The Storage Migration Solutions Advisor feature introduces:Start using Azure Copilot’s Storage Migration Solutions Advisor today and experience AI-driven efficiency for your cloud transformation.
11/12/2025
System Center 2025 Update Rollup 1 and more
We are excited to announce that System Center 2025 Update Rollup 1 (UR1) is now generally available!In addition to the 2025 Update Rollup, we continue to invest in System Center 2022 with targeted hotfixes and compliance updates to ensure all customers benefit from the latest security, language, and platform improvements:Update Rollup 1 for System Center Virtual Machine Manager (SCVMM) 2025 will be released in upcoming months.
11/12/2025
Azure Sphere OS version 25.12 is now available for evaluation
Azure Sphere OS version 25.12 is now available for evaluation in the Retail Eval feed.During this time, please verify that your applications and devices operate properly with both the 25.12, and subsequent 26.02 release, before it is deployed broadly to devices in the Retail feed. The 25.12 OS Retail Eval release includes significant underlying build system updates.
11/12/2025
Partner Blog | Preparing for the next stage of partner skilling in 2026
This year, partners made skilling a deliberate priority.Our November skilling update outlined the latest resources, bootcamps, and learning paths available to partners.As we look ahead to 2026, this moment is about turning those investments into a scalable skilling foundation that supports consistent delivery, drives customer outcomes, and positions your organization to grow as demand for AI, cloud, security, and data solutions continues to accelerate.
11/12/2025
The Machine Learning Divide: Marktechpost’s Latest ML Global Impact Report Reveals Geographic Asymmetry Between ML Tool Origins and Research Adoption
Los Angeles, December 11, 2025 — Marktechpost has released ML Global Impact Report 2025 (AIResearchTrends.com).This educational report’s analysis includes over 5,000 articles from more than 125 countries, all published within the Nature family of journals between January 1 and September 30, 2025.The post The Machine Learning Divide: Marktechpost’s Latest ML Global Impact Report Reveals Geographic Asymmetry Between ML Tool Origins and Research Adoption appeared first on MarkTechPost.
11/12/2025
Technology that Gives Time Back to Care
For nonprofits like World Vision Germany and Diakonisches Werk Rheinland-Westfalen-Lippe, embracing modern technology wasn’t about going digital—it was about giving people help faster, building trust deeper, and freeing teams to focus on what truly matters: human connection. When an earthquake struck Myanmar, World Vision Germany launched an emergency appeal within hours—because technology cleared the path for action.Please read the full story on Microsoft for Nonprofits LinkedIn: https://www.linkedin.com/pulse/driving-impact-faster-aid-smarter-fundraising-3udke
11/12/2025
From Oracle to Azure: How Quadrant Technologies accelerates migrations
Streamlining migrations with Azure MigrateAs part of our on-premises database migration initiatives, we rely on Azure Migrate to seamlessly migrate a wide range of structured databases (including MySQL, Microsoft SQL Server, PostgreSQL, and Oracle) from on-premises environments to Azure IaaS and PaaS.Since implementing Azure Migrate, which now facilitates discovery and assessment for on-premises PostgreSQL workloads, we’ve accelerated deployment by 75% compared to traditional migration methods.
11/12/2025
Introducing Cohere Rerank 4.0 in Microsoft Foundry
These new retrieval models deliver state-of-the-art accuracy, multilingual coverage across 100+ languages, and breakthrough performance for enterprise search and retrieval-augmented generation (RAG) systems.With Rerank 4.0, customers can dramatically improve the quality of search, reduce hallucinations in RAG applications, and strengthen the reasoning capabilities of their AI agents, all with just a few lines of code.The models achieve state-of-the-art accuracy in 10 of the world’s most important business languages, including Arabic, Chinese, French, German, Hindi, Japanese, Korean, Portuguese, Russian, and Spanish, making them exceptionally well suited for global organizations with multilingual knowledge bases, compliance archives, or international operations.
11/12/2025
Preserving strategic value: Microsoft 365 Archive + Preservica Active Digital Preservation
In the AI era, long-term content is no longer just a compliance overhead – it’s a strategic asset.From completed project sites in SharePoint to legacy records, organizations are increasingly required to retain critical, high-value content for decades to meet regulatory, legal, and operational needs, and for unlocking insights through AI.Microsoft 365 Archive enables organizations to archive inactive SharePoint sites into low-cost, secure storage - preserving site structure and content for full restoration.
11/12/2025
Accelerate your sales growth with resale enabled offers (REO) through guidance in App Advisor
It provides tailored guidance to help you understand resale enabled offers (REO) and determine whether this pathway to near global scale is right for your marketplace strategy.Grow globally with resale enabled offers Resale enabled offers (REO) open the channel-led marketplace opportunity for near-global scale.
11/12/2025
What’s New in Microsoft Sentinel: December 2025
Take advantage of the latest innovations in Microsoft Sentinel SIEM and platform by migrating from the Azure to Defender experience.At Ignite, Microsoft announced a streamlined Sentinel SIEM migration experience, designed to simplify transitions from Splunk and QRadar (coming soon).Increase visibility with direct data lake ingestion – At Ignite we announced Microsoft Defender for Endpoint (MDE) data can now flow directly into the Sentinel data lake, with table settings managed in the Defender portal.
11/12/2025
Optimizing Exchange Online PowerShell
This post takes a holistic approach to optimizing Exchange Online management and automation in four parts:Best practices specific to the Exchange Online PowerShell moduleThe Microsoft Graph PowerShell SDK is the future of Microsoft 365 automation.
11/12/2025
Breaking down security silos: Microsoft Defender for Cloud Expands into the Defender Portal
That world is no longer a dream: Microsoft Defender for Cloud (MDC) is now integrated into Defender XDR in public preview.It’s a strategic leap forward toward a Cloud-Native Application Protection Platform (CNAPP) that scales with your business.With Microsoft Defender for Cloud’s deep integration into the unified portal, we eliminate security silos and bring a modern, streamlined experience that is more intuitive and purpose-built for today’s security teams, while delivering a single pane of glass for hybrid and multi-cloud security.
11/12/2025
Data Migration Strategies for Large-Scale Sybase to SQL Migrations Using SSMA, SSIS and ADF- Part 1
Our recent project for migrating data from Sybase ASE to MSSQL set out to illuminate this process, using tools like Microsoft SQL Server Migration Assistant (SSMA), Microsoft SQL Server Integration Service (SSIS) packages, and Azure Data Factory (ADF). Set the IsSorted property of a component in the output data flow upstream to True.ADO .NET Source: When retrieving data from a view using an OLE DB data source, choose SQL command as the data access mode and provide a SELECT statement.
11/12/2025
Data Migration Strategies for Large-Scale Sybase to SQL Migrations Using SSMA, SSIS and ADF- Part 2
Our recent project for migrating data from Sybase ASE to MSSQL set out to illuminate this process, using tools like Microsoft SQL Server Migration Assistant (SSMA), Microsoft SQL Server Integration Service (SSIS) packages, and Azure Data Factory (ADF). Part 2 covers the Azure Data Factory (ADF), tests results, performance improvement guidelines and conclusion.SSMA, SSIS, and ADF each offer unique strengths for migrating Sybase ASE to SQL Server, Azure SQL Database or Azure SQL Managed Instance.
11/12/2025
SqlError Number: 3961 Message: Snapshot isolation transaction failed in database 'DatabaseName'
This error indicates a snapshot isolation conflict caused by concurrent schema changes during Azure SQL Data Sync operations.Snapshot isolation does not version metadata, so concurrent schema changes break consistency and SQL Server abort the transaction.Message: Snapshot isolation transaction failed because metadata changed during the transaction.
11/12/2025
Backup immutability for short-term retention backup
Short-Term Retention (PITR) backups (1–35 days) do not support immutability.Immutability is available only for Long-Term Retention (LTR) backups in Azure SQL Database.Summary:You cannot configure immutability for short-term retention backups in Azure SQL Database today.
11/12/2025
Capacity Planning with Azure Container Apps Workload Profiles
Azure Container Apps (ACA) simplifies container orchestration, but capacity planning often confuses developers.This guide pairs official ACA guidance with practical examples to demystify workload profiles, autoscaling, and resource modelling.Understanding Workload Profiles in Azure Container Apps
11/12/2025
Deploy and configure an Azure Application Gateway for load balancing and website protection.
Azure Application Gateway provides layer 7 load balancing with integrated Web Application Firewall (WAF) capabilities, enabling traffic distribution across backend servers while protecting against common web exploits like SQL injection and DDoS attacks.This guide walks through deploying an Application Gateway to front-end two Windows Server IIS instances in an availability set.The first step you need to take is to prepare your Azure network infrastructure for Azure Application Gateway deployment.
11/12/2025
Announcing Support for S2D Campus Cluster on Windows Server 2025
Applies to: Windows Server 2025 Failover Clustering with the 2025-12 Security Update (KB5072033) (26100.7462) applied on each Failover Cluster node.Included in the 2025-12 Security Update (KB5072033) (26100.7462) for Windows Server 2025 is the Rack Level Nested Mirror (RLNM) for S2D, which improves resiliency for the S2D Campus Cluster by keeping the same number of copies in each rack – one copy in each rack for a two-copy volume, and two copies per rack for a four copy volume.What are the support requirements for the S2D Campus Cluster on Windows Server 2025?
11/12/2025
Windows Admin Center version 2511 is now generally available!
Today we’re announcing the general availability of Windows Admin Center version 2511!Windows Admin Center: Virtualization Mode and Windows Admin Center 2511 are distinct installations. This version of Windows Admin Center cannot be registered in Azure Government sovereign cloud.
11/12/2025
FY26 Q2 Update: What's new in certified software designations
Starting on January 1, 2026, all partners will need to have a Solutions Partner* with certified software** designation to continue accessing legacy Azure IP co-sell benefits—including partner-reported Azure consumed revenue (PRACR), partner-led incentives, go-to-market benefits, and prioritized sales engagement.Any net-new partner who wants to access benefits like PRACR and Azure IP co-sell support will need to have a certified software designation. Starting January 1, 2026: Partners will need to have a certified software designation to continue accessing these benefits, so if you currently have Azure IP co-sell top tier benefits, you may already be eligible to pursue a certified software designation.
10/12/2025
Introducing resiliency improvements with Microsoft Hosted Network
To meet this requirement, we are introducing a new region group location tier that will sit between the current geography and region locations.Besides Microsoft Hosted Network (MHN) enhancements, we are introducing two new service capabilities for newly created provisioning policies that will apply to Cloud PCs deployed to either the geography or region group tiers without requiring manual intervention.To maximize Cloud PC resiliency, Windows 365 now distributes deployments across all healthy regions within a geography or region group when selected.
10/12/2025
News to Know – Volume 2, Edition 10, December 2025
In January 2026, we’re introducing enhancements to the focus area experience in Glint to improve how organizations track and act on employee feedback.Customers are invited to preview support for custom PPT templates with the new Export report to PPT option.Be among the first to experience a new era of continuous engagement and actionable feedback with the Glint Employee Feedback Agent.
10/12/2025
Course Retirement Announcement: AI-3024
AI-3024: Design a dream destination with AIRetirement date: January 30, 2026Kindly note: This blog is intended solely for informational purposes.
10/12/2025
How Microsoft Agent 365 works
-Importantly, because it runs on the Agent 365 control plane, it works according to your organization’s security and compliance requirements.-The Agent 365 control plane in the Microsoft 365 admin center provides an overview of all agents in your organization, with a breakdown by publisher and platform.And while today I focused on the experience in the Microsoft 365 admin center, the Agent 365 control plane extends to role-specific views for agents in Microsoft Entra for agent identity and access management, Microsoft Purview for data security protections.
10/12/2025
n8n and Foundry IQ for smarter agents and RAG workflows
n8n now natively supports Azure AI Search as a verified vector store, enabling you to store, retrieve, and query embeddings directly in your automation workflows.This integration leverages the same Azure AI Search capabilities that power Microsoft Foundry IQ, with agentic retrieval features coming soon to n8n.Azure AI Search combines vector similarity, keyword search, and semantic reranking into a single query, delivering better answer quality than vector-only approaches.
10/12/2025
Don’t miss Building Agents with Microsoft Foundry and Microsoft Foundry Agent Service!
Our dynamic four-part webinar series, Agentic AI + Copilot Partner Skilling Accelerator, empowers you to harness the Microsoft AI ecosystem to unlock new revenue streams and enhance customer success.Don't miss the final session in the series, Building Agents with Microsoft Foundry and Microsoft Foundry Agent Service, where you'll learn how to design and deploy intelligent agents with Microsoft Foundry and Microsoft Foundry Agent Service, including multi-agent architectures and key protocols such as A2A and MCP.The live virtual event is scheduled for December 15, 2025.
10/12/2025
Using ExcludeFromAllHolds to Remove Holds from Inactive Mailboxes
When managing inactive mailboxes in Microsoft Exchange Online, administrators often need to remove holds to allow for permanent deletion while maintaining compliance requirements.The ExcludeFromAllHolds parameter provides an enhanced and comprehensive solution for removing multiple types of holds from inactive mailboxes in a single operation.The ExcludeFromAllHolds parameter is a cmdlet switch that removes all applicable holds from inactive mailboxes except for eDiscovery holds, litigation hold, and restrictive retention policies.
10/12/2025
Why voice matters in clinical environments
In the demo from the video, I'm pretending to be a clinical manager who uses voice with Copilot to work through a backlog of operational tasks ahead of the next clinic day.In the video, I also showcase a powerful next step: using Copilot’s App Builder to create a no-code tool for real-time inventory management.The app connects to a SharePoint list and allows clinicians to:Microsoft has also announced Dragon Copilot, bringing together Dragon Medical One and DAX Copilot into a unified clinical voice assistant.
10/12/2025
Unlocking Efficient and Secure AI for Android with Foundry Local
The ability to run advanced AI models directly on smartphones is transforming the mobile landscape. Foundry Local for Android simplifies the integration of generative AI models, allowing teams to deliver sophisticated, secure, and low-latency AI experiences natively on mobile devices.This post highlights Foundry Local for Android as a compelling solution for Android developers, helping them efficiently build and deploy powerful on-device AI capabilities within their applications.
10/12/2025
Native macOS screen sharing in Teams meetings
Native macOS screen sharing in Teams meetingsThis new opt-in feature allows you to share your screen or window directly from macOS during Teams meetings.To use this feature, you must be a member of the Teams Public Preview or Microsoft 365 Targeted release and use the Teams client for Mac.
10/12/2025
Cloud Champion Italia – Tutte le sessioni di FY26
Cloud Champion è la piattaforma di riferimento gratuita per i partner italiani che desiderano ampliare le proprie competenze e accelerare la crescita del business.In questa sessione approfondiremo i tip&tricks su Partner Center, le modalità di creazione delle offerte private e risponderemo alle domande più frequenti (F.A.Q.) per aiutarti a operare con maggiore efficacia e autonomia.In questo webinar di 30 minuti vedremo le ultime novità in casa Microsoft, dai modelli appena rilasciati alle nuove funzionalità e agli aggiornamenti su Azure, per ritrovare facilmente il filo del discorso e guardare avanti.
10/12/2025
What’s new in Microsoft Entra – November 2025
New capabilities for managing, governing, and protecting agents with the public preview of Microsoft Entra Agent ID, part of the new Agent 365 control plane for agents;This article shares security improvements and innovations across Microsoft Entra from October and November 2025, organized by product. Starting February 2026, we'll introduce Jailbreak/Root detection for Microsoft Entra credentials in the Authenticator app.
10/12/2025
Five Ways to Implement the Great Copilot Journey
What is the Great Copilot Journey?The Great Copilot Journey is a structured, habit-building program that delivers daily or weekly prompts to help users practice and explore Copilot in real-world scenarios.If you’re new to Copilot and are looking for a more hands-off approach, opt your new users in to receive the Great Copilot Journey emails directly from Microsoft.
10/12/2025
Imagine Cup x GitHub x Replit: The Power Combo Helping Student Founders Build What Matters
You’re not just working on a project, you’re building a product with real potential. GitHub and Replit give you the tools to iterate quickly, refine your build, and act on the customer insights and market guidance you’ll get from Imagine Cup mentors and industry experts.: Tap into the world’s largest open-source community (180M+ developers)
10/12/2025
We Want to Hear from You!
We believe the best ideas don’t just come from within—they come from you, our community.Take our quick survey here: Help Us Improve: Share Your Feedback – Fill out formThank you for taking the time to share your thoughts.
10/12/2025
Security Guidance Series: CAF 4.0 Understanding Threat From Awareness to Intelligence-Led Defence
Rather than focusing solely on awareness of common cyber-attacks, the framework now calls for a sector-specific, intelligence-informed understanding of the threat landscape.To support this higher level of maturity, Microsoft’s security ecosystem helps public sector authorities turn threat intelligence into actionable understanding, directly aligning with CAF 4.0’s Achieved criteria for control A2.b.Microsoft E3 provides public sector authorities with the foundational capabilities to start aligning with CAF 4.0 A2.b by enabling awareness of common threats and applying that awareness to risk decisions.
10/12/2025
AI Genius Season 2: MVP Speakers Power Asia’s AI Tour—Build Smarter, Faster, and Hands-On
The Microsoft AI Genius Season 2 is here, bringing together the Asia Pacific’s top MVP speakers and developer leaders for a technical deep dive into the future of AI.Inspired by the success of last year’s series, the new season of videos on-demand is designed for developers and dev managers eager to master the tools behind GitHub Copilot, AI Foundry, Microsoft Fabric, and Azure Databricks.The program features three in-depth episodes designed to empower participants.
10/12/2025
Bulk Device Tagging in MDE: PowerShell & API Approach
In Microsoft Defender for Endpoint (MDE), device tagging plays a key role by enabling logical grouping, targeted policy application, efficient incident response, compliance tracking, and automation.This guide presents a streamlined method for bulk tagging devices in MDE using the API and PowerShell automation.Use Microsoft Defender for Endpoint API to add tags for multiple devices efficiently.
10/12/2025
Mistral AI Ships Devstral 2 Coding Models And Mistral Vibe CLI For Agentic, Terminal Native Development
Mistral AI has introduced Devstral 2, a next generation coding model family for software engineering agents, together with Mistral Vibe CLI, an open source command line coding assistant that runs inside the terminal or IDEs that support the Agent Communication Protocol.Devstral 2 and Devstral Small 2, model sizes, context and benchmarks Devstral 2 is […]The post Mistral AI Ships Devstral 2 Coding Models And Mistral Vibe CLI For Agentic, Terminal Native Development appeared first on MarkTechPost.
10/12/2025
Announcing the release of SQL Server Management Studio 22.1
Welcome to December and another release of SQL Server Management Studio (SSMS)!Today we released SSMS 22.1, which has a few improvements related to GitHub Copilot, as well as several fixes for both GitHub Copilot and SSMS.Bring your own model (BYOM) is now available in SSMS 22.1 for personal subscriptions.
10/12/2025
Don’t miss Building Agents with Azure AI Foundry and Azure AI Foundry Agent Service!
Our dynamic four-part webinar series, Agentic AI + Copilot Partner Skilling Accelerator, empowers you to harness the Microsoft AI ecosystem to unlock new revenue streams and enhance customer success.Don't miss the final session in the series, Building Agents with Azure AI Foundry and Azure AI Foundry Agent Service, where you'll learn how to design and deploy intelligent agents with Azure AI Foundry and Azure AI Foundry Agent Service, including multi-agent architectures and key protocols such as A2A and MCP.The live virtual event is scheduled for December 15, 2025.
09/12/2025
A Coding Guide to Build a Procedural Memory Agent That Learns, Stores, Retrieves, and Reuses Skills as Neural Modules Over Time
In this tutorial, we explore how an intelligent agent can gradually form procedural memory by learning reusable skills directly from its interactions with an environment.We design a minimal yet powerful framework in which skills behave like neural modules: they store action sequences, carry contextual embeddings, and are retrieved by similarity when a new situation […]The post A Coding Guide to Build a Procedural Memory Agent That Learns, Stores, Retrieves, and Reuses Skills as Neural Modules Over Time appeared first on MarkTechPost.
09/12/2025
Azure Managed Redis & Azure Cosmos DB with cache‑aside: a practical guide
Using Azure Managed Redis alongside Azure Cosmos DB is a powerful way to reduce operational costs in read-heavy applications.What each service does: Azure Managed Redis is Microsoft’s first‑party, fully managed service built on Redis Enterprise.adding Azure Managed Redis on top of Azure Cosmos DB reduces RU consumption from repeat reads and smooths tail latency spikes during peak load.
09/12/2025
Now generally available: Modernizing Microsoft Entra ID auth flows with WebView2 in Windows 11
We’re thrilled to share an important update: Entra ID app sign-in through Web Account Manager (WAM) now has the option to be powered by WebView2, the Chromium-based web control, starting with KB5072033 (OS Builds 26200.7462 and 26100.7462) or later.o Configure browsers to use Windows Integrated Authentication (WIA) with AD FS |Disable the WebView2Integration registry key by using the registry, command line, or policy to configure a registry entry by updating the registry with:
09/12/2025
Demystifying AI Security Posture Management
Link: Build a strong security posture for AI |The Next Era of Cloud Security report created by the IDC highlights Cloud Native Application Protection Platforms (CNAPPs) as a key investment area for organizations: Defender for Cloud is Microsoft’s modern Cloud Native Application Protection Platform (CNAPP), encompassing multiple cloud security solution services across both Proactive Security and Runtime Protection.
09/12/2025
Important Update: AI-3017 Retirement and New Course AB-731
We want to share an important update regarding the scheduled retirement of AI-3017: AI for Business Leaders which was announced on November 19th.Replacement Course: AB-731T00: Drive AI Transformation in Your Organization (ILT trainer files available December 19, 2025;Encourage learners to register for AB-731 to stay current with Microsoft’s AI strategy.
09/12/2025
SubgenAI makes AI practical, scalable, and sustainable with Azure Database for PostgreSQL
A recent MIT report shows that 95 percent of projects fail to reach production.SubgenAI, a European generative AI company that focuses on democratizing AI for businesses and governments, saw an opportunity to change this.Its flagship platform, Serenity Star, transforms AI agent development from a code-heavy, fragmented process into a streamlined, no-code experience.
09/12/2025
Meeting Recordings in Microsoft Teams are available for M365 subscribers
Built to help you capture, store, and share meeting content securely, this capability is now live for all Microsoft 365 Personal, Family, or Premium subscribers in Microsoft Teams. Access recordings securely in the cloud for up to 30 days after the meeting ends.Here’s how you can share your thoughts:
09/12/2025
Introducing a fresh new look for comments in Word for the web
I’m excited to share our newly updated design for comments in Word for the web.Introducing a fresh new look for comments in Word for the webWe’ve listened and introduced a cleaner, more modern design featuring refreshed icons, buttons, and an improved layout.
09/12/2025
Google LiteRT NeuroPilot Stack Turns MediaTek Dimensity NPUs into First Class Targets for on Device LLMs
The new LiteRT NeuroPilot Accelerator from Google and MediaTek is a concrete step toward running real generative models on phones, laptops, and IoT hardware without shipping every request to a data center.It takes the existing LiteRT runtime and wires it directly into MediaTek’s NeuroPilot NPU stack, so developers can deploy LLMs and embedding models […]The post Google LiteRT NeuroPilot Stack Turns MediaTek Dimensity NPUs into First Class Targets for on Device LLMs appeared first on MarkTechPost.
09/12/2025
Released: December 2025 Exchange Server Security Updates
Microsoft has released Security Updates (SUs) for vulnerabilities found in:Exchange Server Subscription Edition (SE)Customers who enrolled in the Extended Security Update (ESU) program are eligible to receive the December 2025 (and later) security updates for Exchange Server 2016 and 2019.
09/12/2025
No Skype for Business Server Security Updates for December 2025
We have therefore decided that until the end of this Skype for Business 2015 and 2019 ESU period (April 2026) we will make an explicit update related announcement even if we DO NOT release anything for that particular month. There are no security releases for any version of Skype for Business Server in December 2025, for customers with SfB SE, or SfB 2015 or 2019 ESU.The Skype for Business Team
09/12/2025
Partner Case Study | Tiger Analytics
Tiger Analytics is a solutions integrator and Microsoft partner that implements AI-powered solutions.They believe in using AI to transform operations for customers across industries.Their commitment to using AI to develop smart solutions empowered them to help a medical device company develop a predictive maintenance solution for their radiation therapy devices.
09/12/2025
Close the Year Strong with Surface for Business Deals
As organizations look to maximize their remaining budget and prepare for 2026, now is the moment to modernize device fleets with Surface for Business.Through December 24, limited-time Surface promotions make it easier to accelerate refresh cycles, strengthen endpoint security, and equip employees with devices that are AI-ready from day one.Surface for Business devices combine productivity-forward design, leading AI capabilities, and Microsoft security at multiple layers. Whether refreshing a subset of users or upgrading entire departments, organizations can close the year with hardware that helps reduce risk, assists in lowering management overhead, and positions teams for the next wave of AI-driven productivity.
09/12/2025
New! Centralized Agent Dashboard and Enhanced Reporting
Track Adoption Trends and Export Insights with Copilot and Agent AnalyticsAt Ignite 2025, we unveiled key updates to Copilot and Agent Analytics, introducing new features designed to address a critical challenge facing organizations in their AI transformation journey: the need for actionable, transparent insights into Copilot and agent impact and adoption.These enhanced Copilot and Agent Analytics features empower IT, business leaders, and analysts to track usage trends, adoption benchmarks, and agent performance across Microsoft 365 Copilot and Copilot Chat, all through intuitive dashboards and robust reporting tools.
09/12/2025
Research Drop: Reframing AI Friction as a Mastery Challenge to Drive Impact
More than half of employees say agentic AI integration feels overwhelming and that they are struggling with the pace of change.57% of employees feel overwhelmed by the idea of integrating agentic AI into their work55% of employees struggle to keep up with the pace of change around agentic AI
09/12/2025
Security and governance innovations for Microsoft 365 Copilot and agents from Ignite 2025
Last year, we announced Microsoft Purview Data Loss Prevention (DLP) for Microsoft 365 Copilot (now Generally Available) to block Copilot from processing files and email with specific sensitivity label.Purview DLP for Copilot prompt provides real-time control to help you mitigate data leakage and oversharing risks. It prevents Microsoft 365 Copilot, including pre-built agents in Microsoft 365 Copilot, and Microsoft 365 Copilot Chat, from returning a response when the prompt contains sensitive data. This feature helps to ensure sensitive data is not used for internal grounding or sent through web searches.To help customers address oversharing for a Microsoft 365 Copilot deployment, we published the Oversharing blueprint, powered by two powerful tools: Microsoft Purview, and SharePoint Advanced Management - included in your Microsoft 365 Copilot license.
09/12/2025
Introducing healthcare AI model evaluator: an open-source framework for healthcare AI evaluation
At Microsoft Build, we unveiled the healthcare agent orchestrator —a modular, open-source framework that enables healthcare organizations to compose, coordinate, and govern AI agents across clinical workflows.Building on this foundation, we are excited to introduce healthcare AI model evaluator, available now on GitHub—an open-source evaluation framework that enables healthcare organizations to rigorously benchmark AI systems using their own data, clinical tasks, and performance metrics.Healthcare AI model evaluator enables comprehensive hybrid quantitative and qualitative assessment by integrating automated metrics with expert clinical judgment.
09/12/2025
OSS AI Summit: Building with LangChain
The OSS AI Summit is an interactive online event designed to showcase how open-source AI frameworks empower developers to build, innovate, and scale faster.This first event spotlights LangChain, the leading framework for creating AI-driven applications in Python and JavaScript.Attendees will explore core LangChain components, agents, and tools, learn how Azure AI enhances scalability and integration, and see real-world demonstrations of agent workflows powered by LangChain and MCP.
09/12/2025
𝐓𝐡𝐞 𝐌𝐨𝐬𝐭 𝐔𝐧𝐝𝐞𝐫𝐫𝐚𝐭𝐞𝐝 𝐒𝐤𝐢𝐥𝐥 𝐢𝐧 𝐈𝐓: 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐄𝐦𝐩𝐚𝐭𝐡𝐲
In an industry obsessed with speed, automation, and tooling, there’s one capability that quietly determines whether a project actually succeeds:👉 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐄𝐦𝐩𝐚𝐭𝐡𝐲Not empathy in the emotional sense —but the ability to step into the shoes of:Operational Empathy is the habit of stepping into the shoes of the teams who will run, monitor, secure, and support the application after go-live.It means asking questions like:- If I introduce this design choice, who will maintain it?- How will the support team troubleshoot this?- Will this create noise on monitoring dashboards?- Is onboarding new engineers going to be a nightmare?- What happens at 2 AM when an alert fire — is the runbook clear?This single mindset shift dramatically transforms delivery outcomes.🎯 𝑾𝒉𝒚 𝑰𝒕 𝑴𝒂𝒕𝒕𝒆𝒓𝒔: 𝑻𝒉𝒆 𝑫𝒐𝒘𝒏𝒔𝒕𝒓𝒆𝒂𝒎 𝑹𝒊𝒑𝒑𝒍𝒆 𝑬𝒇𝒇𝒆𝒄𝒕Every upstream decision has a downstream cost.1️⃣ Smoother Deployments & Fewer EscalationsWhen engineering anticipates operational needs early, issues like missing alerts, unclear log patterns, or unsupported configurations don’t become last-minute fire drills.2️⃣ Faster Mean Time to Recovery (MTTR)If Ops has the right tools, logs, metrics, and runbooks from Day 1, incidents shrink from hours → minutes.3️⃣ Happier Support TeamsHandovers stop feeling like “surprise gifts” and more like mature transitions.4️⃣ Stronger Relationships & AccountabilityTeams collaborate instead of blame-shifting.Delivery stops seeing Operations as blockers;Operational Empathy is not a soft skill.It is a strategic differentiator in modern IT delivery.Teams that practice it ship faster, break less, escalate less, and collaborate better.And in a world moving toward automation, AI, and cloud-native complexity, the ability to think about downstream impact will become the new superpower for IT professionals.
09/12/2025
How AI closes requirements gaps, and how Modern Requirements and Microsoft Marketplace can help
In this guest blog post, Asif Sharif, CEO of Modern Requirements, explores where DevOps workflows fall short and how teams can better manage requirements with Copilot4DevOps, Modern Requirements4DevOps, and Microsoft Azure DevOps.Every DevOps leader I meet agrees on one thing: Requirements remain the least automated and most error-prone part of the DevOps lifecycle.How AI in requirements management improves Azure DevOps lifecycle
09/12/2025
Agent Mode in Excel is now generally available on Excel for Web
We’re excited to announce that Agent Mode in Excel is now generally available on Excel for Web, rolling out to users with a commercial Microsoft 365 Copilot license or a Microsoft 365 Premium subscription.This launch marks a major shift in how you work with Copilot in Excel—moving from basic assistance to an agentic experience with capabilities to build multi-step workflows directly in your workbook.Agent Mode in Excel
09/12/2025
🌩️ 𝐖𝐡𝐚𝐭 𝐍𝐨 𝐎𝐧𝐞 𝐓𝐞𝐥𝐥𝐬 𝐘𝐨𝐮 𝐀𝐛𝐨𝐮𝐭 𝐂𝐥𝐨𝐮𝐝 𝐌𝐢𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬🌩️
Everyone talks about 𝙩𝙤𝙤𝙡𝙨, 𝙩𝙞𝙢𝙚𝙡𝙞𝙣𝙚𝙨, 𝙖𝙣𝙙 𝙩𝙚𝙘𝙝 𝙨𝙩𝙖𝙘𝙠𝙨 — but the real challenges of cloud migrations often live below the surface.Here are the invisible challenges no one warns you about:⚠️ 1. 𝐎𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩 𝐂𝐡𝐚𝐨𝐬Everyone is “involved” — but no one is responsible.Migration stalls in the grey zones.🔍 2. 𝐇𝐢𝐝𝐝𝐞𝐧 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐆𝐚𝐩𝐬No runbooks.No monitoring.No rollback plans.Issues waiting to explode at cutover.📉 3. 𝐔𝐧𝐞𝐯𝐞𝐧 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐌𝐚𝐭𝐮𝐫𝐢𝐭𝐲Some apps fly.Some crawl.But the migration date?Same for all.𝐑𝐢𝐬𝐤𝐬 𝐅𝐨𝐮𝐧𝐝 𝐖𝐡𝐞𝐧 𝐈𝐭'𝐬 𝐓𝐨𝐨 𝐋𝐚𝐭𝐞Most “critical blockers” were actually early signals…just never captured, assessed, or tracked.This is where 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐑𝐞𝐚𝐝𝐢𝐧𝐞𝐬𝐬 (𝐎𝐑) changes the game.🌟 𝑪𝒍𝒐𝒖𝒅 𝒎𝒊𝒈𝒓𝒂𝒕𝒊𝒐𝒏𝒔 𝒅𝒐𝒏’𝒕 𝒇𝒂𝒊𝒍 𝒃𝒆𝒄𝒂𝒖𝒔𝒆 𝒐𝒇 𝒕𝒆𝒄𝒉.They fail due to lack of readiness.When 𝐎𝐑 is done right, go-lives feel less like firefighting…
09/12/2025
Extending SharePoint capabilities - Lightning Tools - SharePoint Partner Showcase
We are excited to share a new episode on our partner showcase series focused on SharePoint in Microsoft 365.In this brief discussion and demonstration, Brett Lonsdale, Founder and CEO at Lightning Tools, joins Vesa Juvonen from Microsoft to explore the different products Lightning Tools have build with with SharePoint Framework (SPFx) for Microsoft 365 and SharePoint.During the demo, Brett shows four SPFx-based products that solve real challenges for customers every day:
09/12/2025
Zhipu AI Releases GLM-4.6V: A 128K Context Vision Language Model with Native Tool Calling
Zhipu AI has open sourced the GLM-4.6V series as a pair of vision language models that treat images, video and tools as first class inputs for agents, not as afterthoughts bolted on top of text.Model lineup and context length The series has 2 models.GLM-4.6V is a 106B parameter foundation model for cloud and […]
09/12/2025
From Bronze to Gold: Data Quality Strategies for ETL in Microsoft Fabric
When combined with Great Expectations, an open-source data quality framework, Fabric becomes a powerful environment for enforcing data quality at scale.In this article, we explore how to implement enterprise-ready, parameterized data validation inside Fabric notebooks using Great Expectations including row-count drift detection, schema checks, primary-key uniqueness, and time-series batch validation.Great Expectations + Microsoft Fabric creates a scalable, modular, enterprise-ready approach for ensuring data quality across the entire medallion architecture.
09/12/2025
AI Dev Days 2025: Your Gateway to the Future of AI Development
Building AI Applications with Azure, GitHub, and FoundryExplore cutting-edge topics like:Using AI to Boost Developer ProductivityGet hands-on with:Highlights from Microsoft Ignite & GitHub Universe 2025: Stay ahead of the curve.
09/12/2025
From Large Semi-Structured Docs to Actionable Data: Reusable Pipelines with ADI, AI Search & OpenAI
The potential applications for an Intelligent Document Processing (IDP) pipeline differ across industries.Intelligent Document Processing for large semi-structured documents isn’t just about extracting data, it’s about building trust in that data.By combining Azure Document Intelligence for layout-aware OCR with OpenAI models for contextual understanding, we create a well thought out in-depth pipeline that is accurate, scalable, and resilient against complexity.
09/12/2025
Microsoft Foundry - Everything you need to build AI apps & agents
Yina Arenas, Microsoft Foundry CVP, shares how to keep your development and operations teams coordinated, ensuring productivity, governance, and visibility across all your AI projects. Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog-So that’s how the expanded Microsoft Foundry simplifies the development and operations experience to help you and your team build powerful AI apps and agents faster, with more control, while integrated directly into your code.
09/12/2025
Microsoft Learn for Educators Newsletter – December 2025
Have you or a colleague leveraged MSLE to make a meaningful impact on teaching or student success? We’d love to hear about it! Recognize your own work or spotlight a colleague who is elevating learning through MSLE. Your story could inspire faculty around the world.👉 Share your story in the Faculty Spotlight and help amplify faculty voices across the MSLE community.Microsoft Ignite 2025 introduced groundbreaking tools to help you teach smarter, research faster, and engage students in new ways. Here’s what’s new:
09/12/2025
Azure Arc Server Forum: 2026 Updates
We are excited to announce the fourth calendar year of the Azure Arc Server Forum.From January 2026, the monthly Azure Arc Server Forum will be hosted on the third Thursday of each month from 9:30 – 10:15 AM PST.Each Arc Server Forum includes live demos of new capabilities, question and answer sessions with the product group, and feedback opportunities covering Windows, Linux, and SQL Server management, licensing, and connectivity across hybrid, multicloud, and edge environments.
08/12/2025
Microsoft Agent Pre-Purchase Plan: One Unified Path to Scale AI Agents
AI is now essential, and at Microsoft Ignite 2025, we introduced a new foundation for intelligent agents: Work IQ, Fabric IQ, and Foundry IQ.How to purchase a Microsoft Agent Pre-Purchase Plan?The Microsoft Agent Pre-Purchase Plan is designed to make your AI journey simpler, smarter, and more cost-effective.
08/12/2025
Improved address management in service orders on Surface Portals
We’ve introduced an important usability improvement to the address selection experience in the service order workflow on both Surface Management Portal and Surface Support Portal.When raising a service order, users can add both the billing and shipping addresses and save them for future use.Shipping addresses now appear only in the Shipping Address dropdown, and billing addresses appear only in the Billing Address dropdown.
08/12/2025
Jina AI Releases Jina-VLM: A 2.4B Multilingual Vision Language Model Focused on Token Efficient Visual QA
Jina AI has released Jina-VLM, a 2.4B parameter vision language model that targets multilingual visual question answering and document understanding on constrained hardware.The model couples a SigLIP2 vision encoder with a Qwen3 language backbone and uses an attention pooling connector to reduce visual tokens while preserving spatial structure.Among open 2B scale VLMs, it […]
08/12/2025
Check This Out! (CTO!) Guide (November 2025)
Summary: Microsoft has announced the general availability of the JavaScript Challenge feature for Azure Front Door’s Web Application Firewall (WAF).Summary: The article explains how to derive expiry days and remaining retention days for blobs in Azure Blob Storage and Data Lake Gen2 accounts using Blob Inventory reports.Summary: Microsoft has announced a limited preview of Azure Virtual Desktop for hybrid environments, enabling organizations to run cloud-native virtual desktops and applications on existing on-premises infrastructure via Azure Arc.
08/12/2025
How to Modernise a Microsoft Access Database (Forms + VBA) to Node.JS, OpenAPI and SQL Server
Its integration with Microsoft Visual Basic for Applications (VBA), an object-based programming language, ensured that Access solutions often became central to business operations. Analyse the available documentation and changelog to identify the structure, relationships, and business context of the `<business_entity>`.This modernization initiative demonstrated how strategic use of automation and best practices can transform legacy Microsoft Access solutions into scalable, maintainable architectures utilizing Node.js, SQL Server, MongoDB, and OpenAPI.
08/12/2025
Never Explain Context Twice: Introducing Azure SRE Agent memory
One of the most requested capabilities from customers has been the ability for agents to retain knowledge across sessions-learning from past incidents, remembering team preferences, and continuously improving troubleshooting accuracy.Today, we're excited to dive deeper into the Azure SRE Agent memory, a powerful feature that transforms how your operations teams work with AI.When building custom sub-agents with the Sub-Agent Builder, you can enable memory retrieval by adding the SearchMemory tool to your sub-agent's toolset.
08/12/2025
Accelerated Collaboration Forums: Join the Conversation and Drive Innovation!
If so, Accelerated Collaboration Forums (ACFs) are designed for you!What Are Accelerated Collaboration Forums (ACFs)?Membership in the Microsoft Customer Connection Program (MCCP) is required—if you’re not a member yet, you can join here.
08/12/2025
Kimi K2 Thinking Now in Microsoft Foundry
Designed as a true thinking agent, it performs multi-step reasoning, orchestrates long chains of tool calls, and maintains stable, goal-directed behavior across hundreds of steps.With this launch, Microsoft Foundry continues to expand its leadership as the cloud platform with the widest, most diverse models, spanning frontier models, open models, and now state-of-the-art thinking systems.Kimi K2 Thinking represents a new wave of open, high-performance reasoning models that don’t just answer but truly think through complex problems with tools and data.
08/12/2025
Exploring the Future of AI Agents with Microsoft Foundry
Over 1 billion AI agents are expected to be in use by 2028.80% of organisations plan to integrate agents within the next 2–3 years.Agents address critical challenges such as inefficiencies in manual processes, human error, lack of visibility, and scalability issues.
08/12/2025
Microsoft Defender: Smart Containment Stops Exposed Privileged AD Domain Accounts
In the context of Active Directory Domain Services (AD DS), a high-risk account is any user or service account that, if compromised, could pose a significant security threat to the organization.Microsoft Defender XDR provides groundbreaking capability: proactive containment of exposed high-risk domain accounts.Microsoft Defender XDR proactive containment of exposed high-risk domain accounts represents a paradigm shift from reactive defense to preemptive protection.
08/12/2025
Interview: From CUDA to Tile-Based Programming: NVIDIA’s Stephen Jones on Building the Future of AI
As AI models grow in complexity and hardware evolves to meet the demand, the software layer connecting the two must also adapt.We recently sat down with Stephen Jones, a Distinguished Engineer at NVIDIA and one of the original architects of CUDA.Jones, whose background spans from fluid mechanics to aerospace engineering, offered deep insights […]
08/12/2025
Prep for year-end reviews with Microsoft Copilot
To ease some of the burden, turn to Microsoft Copilot!Generate ideas for you and your team’s reviewsHelp me draft my self-evaluation for my performance review.
08/12/2025
Copilot Pages & Notebooks, Microsoft Loop: IT Admin Update – December 2025
Many key governance, lifecycle, and compliance features for Loop workspaces and Copilot Pages & Notebooks are now available. Learn more here Also, check out the latest from Ignite 2025 on Unlocking Productivity with Copilot Pages.IT policy to require Microsoft 365 groups for lifecycle management of shared Loop workspaces
08/12/2025
Data Mapper Test Executor: A New Addition to Logic Apps Standard Test Framework
The Data Mapper Test Executor changes that by bringing first-class support for map testing directly into the Logic Apps Standard Automated Test Framework.Native Support for Data Mapper TestingExecute unit tests for XSLT 1.0/2.0/3.0 and Logic Apps Data Mapper (.lml) files without leaving your development environment.Add the Data Mapper Test Executor to Your Test ProjectInclude the new class in your unit test suite for Logic Apps workflows.
08/12/2025
Unlocking AI-Driven Data Access: Azure Database for MySQL Support via the Azure MCP Server
The Model Context Protocol (MCP) is an emerging open protocol designed to integrate AI models with external data sources and services in a scalable, standardized, and secure manner.Introducing new Azure MCP Server tools to interact with Azure Database for MySQLUse GitHub Copilot in Visual Studio Code to gain meaningful insights from your business data in Azure Database for MySQL.
08/12/2025
Fero Labs and Valimail offer transactable partner solutions in Microsoft Marketplace
Microsoft partners like Fero Labs and Valimail deliver transact-capable offers, which allow you to purchase directly from Microsoft Marketplace.Valimail Enforce: Valimail Enforce accelerates your journey to Domain-based Message Authentication, Reporting, and Conformance (DMARC) enforcement, ensuring Microsoft 365 users get complete email security with seamless integration and automation.With a unique blend of speed and simplicity, Valimail boosts security against phishing and spoofing, increases trust and credibility, and enhances your company's brand image.
08/12/2025
.NET 10 and Memory: Less Heap, Smarter GC, Faster Apps
As Microsoft steps into the Ignite 2025 era of “AI-first everything” across Azure, Foundry, and cloud-native workloads, .NET quietly got its own big upgrade: .NET 10, a new long-term support (LTS) release and the official successor to .NET 9, supported for three years.A few days later at Microsoft Ignite 2025 in San Francisco, the story zoomed out: AI agents, Azure-hosted workloads, and App Service / Functions all moved forward with first-class .NET 10 support, positioning this runtime as the default foundation for modern cloud and AI solutions.In .NET 10, if the JIT can inline DoubleResult and prove the delegate never escapes the method, the delegate object is stack-allocated instead.
08/12/2025
From Transformers to Associative Memory, How Titans and MIRAS Rethink Long Context Modeling
Google Research is proposing a new way to give sequence models usable long term memory with Titans and MIRAS, while keeping training parallel and inference close to linear.Titans is a concrete architecture that adds a deep neural memory to a Transformer style backbone.MIRAS is a general framework that views […]
08/12/2025
Deploying Windows Servers in an Azure Availability Set
Deploying Windows Servers in an Azure Availability SetThis guide demonstrates deploying Windows Server an Azure Availability Set for Windows Server IIS workloads.An availability set logically groups virtual machines across fault domains and update domains within a single Azure data center.
08/12/2025
Cisco Released Cisco Time Series Model: Their First Open-Weights Foundation Model based on Decoder-only Transformer Architecture
Cisco and Splunk have introduced the Cisco Time Series Model, a univariate zero shot time series foundation model designed for observability and security metrics.It is released as an open weight checkpoint on Hugging Face under an Apache 2.0 license, and it targets forecasting workloads without task specific fine tuning.The model extends TimesFM 2.0 […]
07/12/2025
Google Colab Integrates KaggleHub for One Click Access to Kaggle Datasets, Models and Competitions
Google is closing an old gap between Kaggle and Colab.Colab now has a built in Data Explorer that lets you search Kaggle datasets, models and competitions directly inside a notebook, then pull them in through KaggleHub without leaving the editor.What Colab Data Explorer actually ships?
07/12/2025
A Coding Implementation of a Complete Hierarchical Bayesian Regression Workflow in NumPyro Using JAX-Powered Inference and Posterior Predictive Analysis
In this tutorial, we explore hierarchical Bayesian regression with NumPyro and walk through the entire workflow in a structured manner.We start by generating synthetic data, then we define a probabilistic model that captures both global patterns and group-level variations.Through each snippet, we set up inference using NUTS, analyze posterior distributions, and perform posterior […]
07/12/2025
End-to-End Observability for Azure Databricks: From Infrastructure to Internal Application Logging
By combining internal and external observability mechanisms, organizations can achieve a comprehensive view: internal logs enable detailed analysis of Spark jobs and data quality, while external logs ensure global visibility, auditing, and integration with broader monitoring dashboards and alerting systems. Compute log delivery in Azure Databricks enables you to automatically collect and archive logs from Spark driver nodes, worker nodes, and cluster events for both all-purpose and job compute resources.Tags are key-value pairs applied at the resource level and can be propagated to Azure for billing and monitoring.
07/12/2025
Windows Authentication for Cloud-Native Identities: Modernizing Azure SQL Managed Instance (Preview)
Today, we’re excited to announce support for Windows Authentication for Microsoft Entra principals on Azure SQL Managed Instance, enabling cloud-native identities to authenticate using familiar Windows credentials.Cloud-Only Identity (Preview): Identities that exist only in Microsoft Entra ID can now leverage Kerberos-based Windows Authentication for workloads like Azure SQL Managed Instance—without requiring domain controllers.Seamless Migration: Move legacy applications to Azure SQL Managed Instance without rewriting authentication logic.
07/12/2025
Microsoft AI Releases VibeVoice-Realtime: A Lightweight Real‑Time Text-to-Speech Model Supporting Streaming Text Input and Robust Long-Form Speech Generation
Microsoft has released VibeVoice-Realtime-0.5B, a real time text to speech model that works with streaming text input and long form speech output, aimed at agent style applications and live data narration.The model can start producing audible speech in about 300 ms, which is critical when a language model is still generating the rest of […]The post Microsoft AI Releases VibeVoice-Realtime: A Lightweight Real‑Time Text-to-Speech Model Supporting Streaming Text Input and Robust Long-Form Speech Generation appeared first on MarkTechPost.
07/12/2025
How to Build an Adaptive Meta-Reasoning Agent That Dynamically Chooses Between Fast, Deep, and Tool-Based Thinking Strategies
We begin this tutorial by building a meta-reasoning agent that decides how to think before it thinks.Instead of applying the same reasoning process for every query, we design a system that evaluates complexity, chooses between fast heuristics, deep chain-of-thought reasoning, or tool-based computation, and then adapts its behaviour in real time.The post How to Build an Adaptive Meta-Reasoning Agent That Dynamically Chooses Between Fast, Deep, and Tool-Based Thinking Strategies appeared first on MarkTechPost.
07/12/2025
OpenAGI Foundation Launches Lux: A Foundation Computer Use Model that Tops Online Mind2Web with OSGym At Scale
How do you turn slow, manual click work across browsers and desktops into a reliable, automated system that can actually use a computer for you at scale?Lux is the latest example of computer use agents moving from research demo to infrastructure.OpenAGI Foundation team has released Lux, a foundation model that operates real desktops […]
06/12/2025
Kernel Principal Component Analysis (PCA): Explained with an Example
Dimensionality reduction techniques like PCA work wonderfully when datasets are linearly separable—but they break down the moment nonlinear patterns appear.That’s exactly what happens with datasets such as two moons: PCA flattens the structure and mixes the classes together. Kernel PCA fixes this limitation by mapping the data into a higher-dimensional feature space where nonlinear […]The post Kernel Principal Component Analysis (PCA): Explained with an Example appeared first on MarkTechPost.
06/12/2025
How to Design a Fully Local Multi-Agent Orchestration System Using TinyLlama for Intelligent Task Decomposition and Autonomous Collaboration
In this tutorial, we explore how we can orchestrate a team of specialized AI agents locally using an efficient manager-agent architecture powered by TinyLlama.We walk through how we build structured task decomposition, inter-agent collaboration, and autonomous reasoning loops without relying on any external APIs.By running everything directly through the transformers library, we create […]
06/12/2025
Windows on Arm runs more apps and games with new Prism update
Today, Windows on Arm devices, such as those powered by the Snapdragon X series processors, are getting a boost thanks to an update to Prism that increases performance and enables running more apps and games under emulation. The Prism emulator is a core part of the Windows on Arm platform, ensuring that Windows apps are able to run seamlessly on ...
05/12/2025
Title Plan Update – December 5, 2025
December 5, 2025 Title Plan Now Available Access the latest Instructor-Led Training (ILT) updates anytime at http://aka.ms/Courseware_Title_Plan to ensure you're always working from the most current version. 📌 Reminder: To help you stay informed more quickly and consistently, we’ve moved to a weekly publishing cadence for the title plan. This means each update ...
05/12/2025
Apple Researchers Release CLaRa: A Continuous Latent Reasoning Framework for Compression‑Native RAG with 16x–128x Semantic Document Compression
How do you keep RAG systems accurate and efficient when every query tries to stuff thousands of tokens into the context window and the retriever and generator are still optimized as 2 separate, disconnected systems?A team of researchers from Apple and University of Edinburgh released CLaRa, Continuous Latent Reasoning, (CLaRa-7B-Base, CLaRa-7B-Instruct and CLaRa-7B-E2E) a […]The post Apple Researchers Release CLaRa: A Continuous Latent Reasoning Framework for Compression‑Native RAG with 16x–128x Semantic Document Compression appeared first on MarkTechPost.
05/12/2025
Discover skills used by employees – and how to act on them – with the new Skills landscape report
Given the diversification of skill sets in today’s global workforce, it’s more important than ever for business leaders to stay informed about the skills used by their employees. This information can be difficult to ascertain, given today’s broadly distributed workforce, the variety and complexity of HR information management systems, and the lack of unifying connectors between them.  ...
05/12/2025
Microsoft Ignite 2025: Top Security Innovations You Need to Know
🤖 Security & AI -The Big Story This Year 2025 marks a turning point for cybersecurity. Rapid adoption of AI across enterprises has unlocked innovation but introduced new risks. AI agents are now part of everyday workflows-automating tasks and interacting with sensitive data—creating new attack surfaces that traditional security models cannot fully address. Threat actors are leveraging AI to accelerate attacks, making speed and automation critica...
05/12/2025
The City Leader's Dilemma: How AI Is turning urban strain into strategic advantage
Ready to transform how your city plans and operates? Download the Trend Report 2025: Planning and operating thriving cities – innovation for smarter urban living to access the complete playbook on AI-powered urban innovation, complete with case studies from Bangko...
05/12/2025
Teams Phone Extensibility: Bridging Microsoft Teams with Contact Center Platforms
In the modern workplace, communication is no longer confined to emails and meetings. With the rise of hybrid and remote work models, organizations are increasingly relying on unified communication platforms to stay connected. Among these, Microsoft Teams has emerged as a central hub for collaboration, offering chat, meetings, and calling capabilities. But what happens when the need goes beyond internal communications, into the realm of customer service and high-volume interactions? Thi...
05/12/2025
Open AI’s GPT-5.1-codex-max in Microsoft Foundry: Igniting a New Era for Enterprise Developers
Announcing GPT-5.1-codex-max: The Future of Enterprise Coding Starts Now We’re thrilled to announce the general availability of OpenAI's GPT-5.1-codex-max in Microsoft Foundry Models—a leap forward that redefines what’s possible for enterprise-grade coding agents. This isn’t just another model release; it’s a celebration of innovation, partnership, and the relentless pursuit of develop...
05/12/2025
Boosting cloud and AI ROI: The power of Microsoft Marketplace
In today’s rapidly evolving digital landscape, organizations face mounting pressure to adapt to new AI-centric technologies while maximizing the value of their cloud investments. The challenge is not just about keeping up with innovation, but also about making smart, future-proof decisions that balance speed, security, and cost efficiency. We had the chance to explore this during the recent
05/12/2025
Azure Bot Identity | Application with identifier 'x' was not found in the directory 'Bot Framework'
TL;DR Every Azure Bot has a fixed identity (MicrosoftAppId) tied to either an App Registration or a Managed Identity—it cannot be changed or reused. Azure Bot supports three identity types:
05/12/2025
New in Microsoft Marketplace: December 5, 2025
Learn about 199 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs. Get it now in our marketplace
05/12/2025
Learn MCP from our free livestream series in December
Our Python + MCP series is a three-part, hands-on journey into one of the most important emerging technologies of 2025: MCP (Model Context Protocol) — an open standard for extending AI agents and chat interfaces with real-world tools, data, and execution environments. Whether you're building custom GitHub Copilot tools, powering internal developer agents, or creating...
05/12/2025
Proactive Monitoring Made Simple with Azure SRE Agent
SRE teams strive for proactive operations, catching issues before they impact customers and reducing the chaos of incident response. While perfection may be elusive, the real goal is minimizing outages and gaining immediate line of sight into production environments. Today, that’s harder than ever. It requires correlating countless signals and alerts, understanding how they relate—or don’t relate—to each other, and assigning the right sense of urgency and impact. Anything that s...
05/12/2025
Faster Data Copy between Source and target for partitioned table using Partition Switch in ADF
Introduction This blog post presents a comprehensive Azure Data Factory (ADF) solution for automating the migration of partitioned tables from IBM Db2 z/OS to Azure SQL Database. The solution consists of two main components: a Partition Discovery & Preparation Pipeline and a Parallel Copy Pipeline with partition switching capabilities. This approach significantly reduces migratio...
05/12/2025
Deploying a Bun + Hono + Vite app to Azure App Service
TOC Introduction Local Environment Deployment Conclusion 1. Introduction Anthropic, the company behind Claude, recently acquired the JavaScript runtime startup Bun, marking one of the most significant shifts in the modern JavaScript ecosystem since the arrival of Node.js and Deno. This acquisition signals more than a business move, it represents a strategic consolidation of performance-oriented tooli...
05/12/2025
Announcing Support for S2D and SAN Coexistence
Applies to: Windows Server 2022 and Windows Server 2025 Failover Clustering Failover Clustering has supported SAN storage since Windows NT 4.0 Server, Enterprise Edition was released in 1997! In addition, Failover Clustering has supported Storage Spaces Direct (S2D) since Windows Server 2016! Many customers have been asking if they can use (or reuse) their existing iSCSI and Fibre Channel SANs together with S2D – and now the answer is Yes!...
04/12/2025
Evaluating AI Agents: More than just LLMs
Artificial intelligence agents are undeniably one of the hottest topics at the forefront of today’s tech landscape. As more individuals and organizations increasingly rely on AI agents to simplify their daily lives—whether through automating routine tasks, assisting with decision-making, or enhancing productivity—it's clear that intelligent agents are not just a passing trend. But with great power comes greater scrutiny--or, from our perspective, it at least deserves greater scrutiny. ...
04/12/2025
Migrate from Amazon API Gateway to Azure API Management
For teams moving from Amazon API Gateway to Azure API Management, we've published a detailed migration guide that addresses the technical considerations and implementation steps for a successful transition: Migrate Amazon API Gateway to Azure API Management. The guide focuses on helping AWS...
04/12/2025
Congrats to the Winners of the 2025 MECC & MEWC!
The 2025 Microsoft Excel World Championship and Collegiate Challenge wrapped up their season in spectacular fashion at Las Vegas’ HyperX Arena, drawing competitors from nearly every continent and crowning new champions in the fast-growing world of Excel esports. What is Excel esports? It’s a phenomenon redefining competitive gaming. For a deeper dive, see “What is the fast-growing e-sport of competiti...
04/12/2025
Architecting the Next-Generation Customer Tiering System
Authors Sailing Ni*, Joy Yu*, Peng Yan...
04/12/2025
Introducing the updated Agentic DevOps with Microsoft Azure and GitHub specialization
As modern DevOps practices evolve to include AI-powered tooling and GitHub-based workflows, Microsoft is updating the Accelerate Developer Productivity with Microsoft Azure specialization to better reflect how partners are driving customer outcomes today. The specialization has been renamed to the Agentic DevOps with Microsoft Azure and GitHub specialization and features updated performance and audit requirements. What's changing
04/12/2025
Explore changes to the updated AI Apps on Microsoft Azure specialization
Our specialists deliver high-performing solutions backed by deep technical expertise. To help ensure the ecosystem of specialists remains strong, the performance and audit criteria for the AI Apps on Microsoft Azure specialization have been updated. To earn or renew this specialization, your organization must first have an active Solutions Partner designation for either Data & AI (Azure) or Digital & App Innovation (Azure). Then, you must meet all of the following updated...
04/12/2025
Becoming a Frontier Firm: Accelerate custom app development with Quick-Start Development Toolkit
The theme of Ignite was undeniable: Frontier firms are transforming business with investments and projects developing AI apps and agents. And these aren’t just businesses using AI - they’re companies developing and monetizing AI apps and agents. The numbers are clear - here are a few compelling stats from a global study commissioned by Microsoft with the International Data Corporation (IDC...
04/12/2025
Drive Microsoft 365 renewals and upgrades ahead of pricing and packaging updates
We recently announced that in 2026, we’re expanding the availability of security and management capabilities to the commercial Microsoft 365 suites. Along with these added features, there will also be a global price update to these suites across all purchasing channels effective July 1, 2026. ...
04/12/2025
Protect against React RSC CVE-2025-55182 with Azure Web Application Firewall (WAF)
On December 3, 2025, the React team disclosed a critical remote code execution (RCE) vulnerability in React Server Components (RSC), tracked as CVE-2025-55182. The vulnerability allows an unauthenticated attacker to send a specially crafted request to an RSC “Server Functio...
04/12/2025
Genesys Cloud and Five9 now supported on Azure Virtual Desktop and Windows 365
We’re excited to announce that multimedia call redirection on Azure Virtual Desktop and Windows 365 now supports Genesys Cloud and Five9, both Contact-Center-as-a-Service (CCaaS) platforms. This enhancement enables a more optimized calling experience for contact center agents using Genesys Cloud or Five9 in virtual environments. To see a full list of supported CCaaS solutions, refer to our
04/12/2025
Do your deep customer support capabilities set you apart?
Announced at Microsoft Ignite, the Solutions Partner designation for Support Services publicly recognizes and rewards partners with the capabilities required to deliver a quality support experience to customers. The designation highlights your proven support capabilities and differentiates you in the market. It also unlocks valuable incentives
04/12/2025
View Microsoft Ignite sessions on demand
Microsoft Ignite sessions are now available on demand. Whether you were unable to attend this year's event or just want a refresher, you can catch up on what you missed, relive your favorite moments, and continue to gain transformative insights.
04/12/2025
New Windows Autopatch report on CVEs
Your security team needs clear, actionable insights to protect your organization from emerging threats. The new Common Vulnerabilities and Exposures (CVEs) report in Windows Autopatch delivers just that. Get a comprehensive view of Windows CVEs addressed by recent quality updates, along with direct links to remediation documentation and device-level vulnerability status.
04/12/2025
December edition of Microsoft Marketplace Partner Digest
Microsoft Ignite 2025 - Marketplace highlights Microsoft Ignite was packed with announcements and insights for Marketplace partners. From new commerce capabilities to AI-driven innovations, here are some key takeaways: Global expansion of Microsoft Marketplace - Microsoft announced that the reimagined
04/12/2025
Customer Spotlight: Copilot Adoption in Viva Engage with Micron
One of the most effective ways to accelerate adoption and build confidence is by learning from the experiences of others. Gaining insights from customers who have already navigated similar journeys provides invaluable real-world examples and practical lessons, helping organizations avoid common pitfalls and capitalize on proven strategies. It's especially beneficial to connect with other customers who have gone first, as their firsthand knowledge can guide and inspire your own approach to Cop...
04/12/2025
Advancing Microsoft 365 Government: New Capabilities and Pricing Update
Public sector organizations are navigating increasingly complex security challenges, evolving technology needs, and the imperative to modernize for an AI-driven future. To support these priorities, Microsoft is expanding availability of security, management, and AI features to a wider range of Microsoft 365 Government offerings in 2026. We will also up...
04/12/2025
Microsoft 365 adds advanced Microsoft Intune solutions at scale
In the last three years, Microsoft launched multiple endpoint management solutions with advanced capabilities that enable IT professionals to unify mission critical endpoint management functionality in one cost-effective plan with the Microsoft Intune Suite. These capabilities are essential to accelerate every organization’s journey towards Zero Trust security, improving end user productivity, and empowering IT and security professionals to improve total cost of ownership (TC...
04/12/2025
Announcing compliance recording for call queues in Microsoft Teams
We are excited to announce that support for compliance recording for call queues in Microsoft Teams will be generally available next week! What’s New? Compliance recording for call queues enables organizations to record the entirety of call queue calls, ensuring regulatory compliance and a seamless caller experience. User-level compliance recording isn't supported for call queues, which can cause overlapping announcements...
04/12/2025
MVPs at Microsoft Ignite 2025: Champions of Innovation and Community
Microsoft Ignite 2025 gathered 20,000 technology professionals in San Francisco and many more joined online from November 18 to 21, offering a dynamic environment focused on learning, networking, and innovation. At the heart of this experience were our Microsoft Most Valuable Professionals (MVPs) and Regional Directors (RDs) - community leaders who shared their expertise, inspired attendees, and amplified the spirit of collaboration across the globe....
04/12/2025
New in Microsoft Marketplace: December 4, 2025
Learn about 128 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs. Go further with workshops, proofs of concept, and implementations
04/12/2025
Monthly news - December 2025
Microsoft DefenderMonthly news - December 2025 Edition This is our monthly "What's new" blog post, summarizing product updates and various new assets we released over the past month across our Defender products. In this edition, we are looking at all the goodness from October 2025. Defender for Cloud has its own Monthly News post, have a look at
04/12/2025
AI Interview Series #4: Transformers vs Mixture of Experts (MoE)
Question: MoE models contain far more parameters than Transformers, yet they can run faster at inference. How is that possible? Difference between Transformers & Mixture of Experts (MoE) Transformers and Mixture of Experts (MoE) models share the same backbone architecture—self-attention layers followed by feed-forward layers—but they differ fundamentally in how they use parameters and compute. […] The post
04/12/2025
How to Build a Meta-Cognitive AI Agent That Dynamically Adjusts Its Own Reasoning Depth for Efficient Problem Solving
In this tutorial, we build an advanced meta-cognitive control agent that learns how to regulate its own depth of thinking. We treat reasoning as a spectrum, ranging from fast heuristics to deep chain-of-thought to precise tool-like solving, and we train a neural meta-controller to decide which mode to use for each task. By optimizing the […] The post
04/12/2025
Compliance Meets Ai 2026: Microsoft Purview in the Age of Ai
AI is no longer a future trend—it’s the present reality. From Microsoft Copilot to custom-built AI agents, organizations are embracing generative AI to transform productivity. But with innovation comes responsibility. Compliance can’t be an afterthought—it must be the foundation. That’s why we’re thrilled to announce the return of our highly acclaimed webinar series: Compliance Meets AI, now bigger, bolder, and laser-focused on the challenges and oppor...
04/12/2025
Build less, secure more: Simplify security data management with Microsoft Sentinel data lake
Most DIY security data lakes start with good intentions—promising flexibility, control, and cost savings. But in reality, they lead to endless data ingestion fixes, schema drift battles, and soaring costs. They fail because they lack the capabilities to manage security data that’s not just massive, but complex, dynamic, and compliance heavy. Ingestion chaos: Every team implements its own pipelines for diverse data sets like firewalls, endpoint, network, threat in...
03/12/2025
Beyond the Chat Window: How Change-Driven Architecture Enables Ambient AI Agents
AI agents are everywhere now. Powering chat interfaces, answering questions, helping with code. We've gotten remarkably good at this conversational paradigm. But while the world has been focused on chat experiences, something new is quietly emerging: ambient agents. These aren't replacements for chat, they're an entirely new category of AI system that operates in the background, sensing, processing, and responding to the world in real time. And here's the thing, this is a new frontier. The in...
03/12/2025
Unlocking AI-Powered Insights with SAP Business Data Cloud Connect for Microsoft Fabric
A New Era of Data Integration for SAP Partners At Microsoft Ignite, SAP and Microsoft unveiled SAP Business Data Cloud Connect for Microsoft Fabric, a breakthrough capability designed to help enterprises—and their partners—unlock the full potential of their data for advanced analytics and AI-driven innovation. This integration simplifies access to semantically rich SAP data products through bi-directional, zero-copy sharing with Microsoft Fabric. For partners, t...
03/12/2025
M365 Copilot App Builder & Workflows Agents
Hey there! 😀 In this video you will learn how M365 Copilot App Builder and Workflows Agents can help you streamline your business processes with ease! 🙌
03/12/2025
Copilot Your Holidays: Episode 2 – Gift Ideas, Party Planning, and Year-End Insights
The holiday season is here, and Copilot can make it easier—and more fun. In Episode 2 of our Copilot Your Holidays series, we explored creative ways to use Copilot for holiday planning, from quirky gift ideas to organizing office parties and analyzing year-end feedback. What We Covered Recap of Episode 1: Thanksgiving-inspired meals generated by Copilot. Holiday Fun with Copilot: Creative prompts f...
03/12/2025
What's new in Teams Free | October 2025
Two big features are available to Teams Insiders and spell check on desktop and web to get rid of typos. Learn more on the Teams Insider Blog: https://insider.teams.com/blog/whats-new-in-teams-free-october-2025/
03/12/2025
What's new in Teams Free | September 2025
Start an instant meeting on mobile from chat and see your recent calls on Meet tab on desktop and web. Read more about the latest updates on the Teams Insider Blog: https://insider.teams.com/blog/whats-new-in-teams-free-september-2025/
03/12/2025
What's new in Teams Free | August 2025
It's easier than ever to find contacts in Teams Free. And there's a new compact chat mode as well. Read more on the Teams Insider Blog: https://insider.teams.com/blog/whats-new-in-teams-free-august-2025/
03/12/2025
What's new in Teams Free | July 2025
Learn more about the latest meeting improvements and new privacy controls in Teams Free on the Teams Insider Blog: https://insider.teams.com/blog/whats-new-in-teams-free-july-2025/
03/12/2025
What's new in Teams Free | June 2025
Read more about the recent meeting improvements (PowerPoint Live consumption now supported!) and other updates in Teams Free on the Teams Insider Blog: https://insider.teams.com/blog/whats-new-in-teams-free-june-2025/
03/12/2025
View or restore previous versions of Microsoft 365 Copilot Pages
Hi, Insiders! I’m Oby Omu, and I’m a Product Manager on the Microsoft 365 Copilot app team. I’m excited to share that you can now view and restore previous Microsoft 365 Copilot Page versions to easily and confidently refine your work. View or restore previous versions of Microsoft 365 Copilot Pages Copilot Pages are built for iteration, and being able to edit and refine AI responses is a core part of the experience. With version history on Windows, Mac, and the web, you can n...
03/12/2025
Partner Blog | Powering growth through benefits that drive real impact
Partner benefits packages sit at the center of the Microsoft AI Cloud Partner Program. These packages are bundled offerings designed for partners, and they include discounted licenses on the Microsoft products you already use to run your business, along with one-on-one personalized support, developer tools, and additional resources. The three-tiered packages feature increasingly robust offerings to meet your business in any stage of growth, whether you’re building new practices, scaling servi...
03/12/2025
Unlocking growth: The channel-led Marketplace opportunity
Microsoft’s ecosystem, now boasting over 500,000 partners and tens of thousands of solutions, is seeing explosive growth.Deals brokered through collaboration between software companies and channel partners are not only more frequent, but also 75% larger than average.The multiplier effect is real: for every dollar transacted, software companies see an additional $1.75 in value, while channel partners are seeing a remarkable $6.26 for every dollar.
03/12/2025
Essential Intune reading list: MVP community content for 2025
As we head into the holiday season, I wanted to take a moment to celebrate something truly special: the incredible contributions from our Microsoft Intune MVP community this year. Last year, I released our first Holiday Reading post, which got a lot of traction, and I was asked to do it again this year — so I guess we are starting a new tradition! Whet...
03/12/2025
AI- powered maintenance management with Microsoft Azure
Welcome to another edition of our Partner Spotlight series, where we showcase the innovators transforming maintenance and field service operations through the Microsoft Marketplace. Each feature uncovers the unique journey of a partner leveraging the Microsoft ecosystem to deliver AI-powered solutions and transactable offers that simplify enterprise adoption and accelerate digital transformation. In this article, I connected with Benjamin Schwärzler from Workheld, a Vienna-based SaaS p...
03/12/2025
Unlock AI-Ready Insights: Empowering Nonprofits with Microsoft Fabric
Disconnected data slows impact—but it doesn’t have to. Nonprofit data solutions in Microsoft Fabric unify your data, accelerate insights, and create an AI-ready foundation for smarter decisions. Imagine moving from raw donor data to actionable insights in weeks, not months. With Fabric, nonprofits gain: Unified fundraising data in one place Instant insights through ready-made dashboards ...
03/12/2025
International Day of Persons with Disabilities: Our commitment to a better screen reader experience
Hi, Insiders! I’m Clint Covington, Group Product Manager for Microsoft 365 Apps Accessibility. Today is the United Nations-sponsored International Day of Persons with Disabilities, where we reaffirm our commitment to fostering disability-inclusive societies. In honor of this important goal, I wanted to recap several major enhancements we’ve ...
03/12/2025
Moderation strategies to scale participation and communications in Viva Engage
Viva Engage brings people together around org-wide communications, communities, and knowledge sharing. Leaders, frontline workers, employees, and corporate communicators, want the benefits of two-way dialog and community participation, but often wonder how to make sure relevant content reaches the right audiences while keeping public spaces safe for all. When your network is thoughtfully crafted to match your business needs and reflect your culture, users can contribute openly wi...
03/12/2025
Azure PostgreSQL Lesson Learned #10: Why PITR Networking Rules Matter
Co‑authored with angesalsaa Symptoms Customer attempted to restore a server configured with public access into a private virtual network. Restore operation failed with an error indicating unsupported configuration. Root ...
03/12/2025
The Microsoft Defender for AI Alerts
I will start this blog post by thanking my Secure AI GBB Colleague Hiten Sharma for his contributions to this Tech Blog as a peer-reviewer. Microsoft Defender for AI (part of Microsoft Defender) helps organizations threats to generative AI application...
03/12/2025
Syskit and Solgari offer transactable partner solutions in Microsoft Marketplace
Microsoft partners like Syskit and Solgari deliver transact-capable offers, which allow you to purchase directly from Microsoft Marketplace. Learn about these offers below:
03/12/2025
Security Review for Microsoft Edge version 143
We have reviewed the new settings in Microsoft Edge version 143 and determined that there are no additional security settings that require enforcement. The Microsoft Edge version 139 security baseline continues to be our recommended configuration which can be downloaded from the Microsoft Security Compliance Toolkit. Microsoft Edge version 143 introduced 3 new Computer and User settings...
03/12/2025
Automating HPC Workflows with Copilot Agents
Introduction High Performance Computing (HPC) workloads are complex, requiring precise job submission scripts and careful resource management. Manual scripting for platforms like OpenFOAM is time-consuming, error-prone, and often frustrating. At SC25, we showcased how Copilot Agents—powered by AI—are transforming HPC workflows by automating Slurm submission scripts, making scientific computing more efficient and accessible. A full demonstration can be found in the vide...
03/12/2025
Building an Agentic, AI-Powered Helpdesk with Agents Framework, Azure, and Microsoft 365
The High-Level ArchitectureThe core idea is to decouple the system. Instead of one large application doing everything, we split the process into distinct, scalable components.Ingestion: A lightweight API endpoint simply to capture the request.Decoupling: A message queue to hold the request for background processing.Processing: An asynchronous worker that handles all the heavy lifting: AI e...
03/12/2025
Announcing General Availability for Azure Resource Graph (ARG) GET/LIST API
ARG GET/LIST API delivers 10X higher throttling quotas to callers compared to ARG query unlocking a more scalable, resilient way to perform resource lookups in Azure. ARG GET/LIST API is a new platform capability within Azure Resource Graph that provides a high-performance experience for both Point GET and collect...
03/12/2025
NVIDIA and Mistral AI Bring 10x Faster Inference for the Mistral 3 Family on GB200 NVL72 GPU Systems
NVIDIA announced today a significant expansion of its strategic collaboration with Mistral AI. This partnership coincides with the release of the new Mistral 3 frontier open model family, marking a pivotal moment where hardware acceleration and open-source model architecture have converged to redefine performance benchmarks. This collaboration is a massive leap in inference speed: the […] The post
03/12/2025
Understand and fix errors with descriptive error cards in Excel for Windows
Hi, Microsoft 365 Insiders! I’m Natalie Wiegand, and I’m a Product Manager on the Excel team. I’m excited to share that Microsoft Excel for Windows now offers descriptive error cards to help you understand and fix errors more easily! Understand and fix errors with descriptive error cards in Excel for Windows Historically, it has been difficult to get context on errors like #SPILL! and #VALUE! as to what the problem is or how it could be solved. About six years ago, we released...
03/12/2025
How We Learn Step-Level Rewards from Preferences to Solve Sparse-Reward Environments Using Online Process Reward Learning
In this tutorial, we explore Online Process Reward Learning (OPRL) and demonstrate how we can learn dense, step-level reward signals from trajectory preferences to solve sparse-reward reinforcement learning tasks. We walk through each component, from the maze environment and reward-model network to preference generation, training loops, and evaluation, while observing how the agent gradually improves […] The post
02/12/2025
Serverless Workspaces are live in Azure Databricks
As customers continue to deploy large scale data and AI projects in Azure Databricks, the complexity of deploying and managing these increases. To help you with this, we’re excited to announce the public preview of Serverless workspaces in Azure Databricks. With Serverless workspaces, creation of workspaces is extremely simplified. This means you can quickly create a workspace with serverless compute and default storage. Your teams can focus on gathering the insights from the data instead of ...
02/12/2025
Google DeepMind Researchers Introduce Evo-Memory Benchmark and ReMem Framework for Experience Reuse in LLM Agents
Large language model agents are starting to store everything they see, but can they actually improve their policies at test time from those experiences rather than just replaying context windows? Researchers from University of Illinois Urbana Champaign and Google DeepMind propose Evo-Memory, a streaming benchmark and agent framework that targets this exact gap. Evo-Memory evaluates […] The post
02/12/2025
PostgreSQL: Migrating Large Objects (LOBs) with Parallelism and PIPES
Why This Approach? Migrating large objects (LOBs) between PostgreSQL servers can be challenging due to size, performance, and complexity. Traditional methods often involve exporting to files and re-importing, which adds overhead and slows down the process. Also, there could be some Cloud restrictions that limit the usage of other tools like: Pgcopydb: Welcome to pgcopydb’s docu...
02/12/2025
Scaling Azure Compute for Performance
Ignite 2025 highlighted a clear trend across customer and partner discussions: modern workloads—AI inference, data-intensive analytics, and globally distributed applications—require infrastructure that delivers consistent performance, rapid scale-out, and adaptive behavior under real-world pressure. The focus this year was on practical capabilities that remove bottlenecks, simplify operations, and provide the compute foundation needed to support the next wave of innovati...
02/12/2025
Highlights from Ignite 2025: How Agentic AI and Microsoft Copilot are Empowering Healthcare
Copilot in Healthcare: Microsoft 365’s AI Innovations Transforming HLS Workflows Healthcare and Life Sciences (HLS) organizations today face intense pressures: workforce shortages, clinician burnout, rising costs, and ever-growing patient care demands. Doctors, nurses, and staff are overburdened with administrative tasks and documentation, fueling stress and attrition. The promise of AI-powered assistants, or Copilots, offers a ray of hope. At the latest Microsoft Ignite con...
02/12/2025
Update to EWS Access for Kiosk / Frontline Worker Licensed Users
As part of our ongoing efforts to deprecate Exchange Web Services (EWS), starting with March 1, 2026, we will start to block EWS access for all mailboxes without license rights to EWS. This is another step in our ongoing commitment to enhance the security and control mechanisms of EWS. The impacted licenses are:
02/12/2025
From the Classroom to Las Vegas: MVP David Brown and the Excel Esports Revolution
Microsoft Excel Collegiate Challenge (MECC) championship stage in Las Vegas What if crunching numbers could land you on a championship stage in Las Vegas? Welcome to the Microsoft Excel Collegiate Challenge (MECC) - where spreadsheets meet esports, and students battle fo...
02/12/2025
Partner Blog | Lead SMBs into the AI frontier with Microsoft 365 Copilot Business
In today’s fast-changing digital landscape, the Microsoft partner ecosystem is the catalyst for building Frontier Firms that lead with AI, embrace innovation, and deliver transformative outcomes for enterprise customers. To illustrate this, the Enterprise Partner Solutions (EPS) Asia Regional Leadership Team (RLT) has launched a new series called Frontier Forward: Asia Edition
02/12/2025
Partner Case Study | CloudFronts
In manufacturing, precision is paramount. Machine quality, specification, and the accuracy of results is critical. That’s always been the case. What’s newer in the manufacturing world is the precision required from the systems that support operations. Manufacturers today are under pressure to deliver seamless customer experiences, whether through e-commerce or service operations, while also maintaining efficiency across global supply chains. Yet many still rely on aging integration fra...
02/12/2025
Whats new in the Backup/Restore area in SQL Server 2025
Over the past several months, we’ve heard from countless customers who are eager for more robust options to protect, compress, and safeguard their SQL Server data. Since introducing these features in public preview, organizations of all sizes have validated their value in real-world workloads and provided invaluable feedback. Following are three
02/12/2025
Making the everyday easier: Behind the scenes with the Surface Pro 12-Inch Keyboard
Everyday barriers in plain sight Most people don’t spend much time thinking about their keyboard. That’s part of what makes it work. You open your device, start typing, and the keyboard fades into the background—until it doesn’t. Until the lighting changes, or your eyes are tired, or you can’t quite tell which key your finger is on. For millions of users, that slight f...
02/12/2025
Windows news you can use: November 2025
In case you haven’t yet had time to catch up on all the announcements from Microsoft Ignite, I’m happy to offer a recap of what was revealed in the world of Windows and Windows 365 plus a few security and Microsoft Intune highlights. Have questions on any of what you read below? Join us this week for Windows Tech Community Live. We’ll be live streaming panel-based discussions today—then answering your questions on th...
02/12/2025
Microsoft Defender Experts - S.T.A.R. Series
Co-author: Samantha Gardener To stay ahead of today’s sophisticated cyber threats, organizations must embrace a proactive defense strategy that includes these three pillars: emerging trends, adaptive strategies, and actionable insights. Threat actors are increasingly leveraging AI-driven attacks, supply chain compromises, and identity-based exploits. Modern strategies focus on zero trust principles, continuous threat hunting, and leveraging advanced threat int...
02/12/2025
Improved keyboard and Narrator support for comments in Word for Windows
Hi, Insiders! I’m Shireen Salma, a Product Manager on the Office Accessibility team. I’m excited to share some new improvements to Microsoft Word for Windows that make keyboard and screen reader navigation for comments more efficient and intuitive. Improved keyboard and Narrator support for comments in Word for Windows At Microsoft, we believe great design starts with listening to feedback – both from you, our customers, but also from our peers. This feature was born fr...
02/12/2025
Hands-On Session: Teach Module in Copilot (available for all educators)
Join us on Wednesday, December 10th, 2025 @ 8am Pacific Time for an in-depth professional development webinar on the new AI-powered "Teach" module in Microsoft 365 that is fully rolled out and available to all educators. This will be a 45 minute hands-on webinar where the Product team will walk through the new updates in detail and you can follow- along at home with your own M365 account! Sign up for the session
02/12/2025
Zero-Trust Agent Architecture: How To Actually Secure Your Agents
Microsoft’s announcements at Ignite 2025 hit right at this point. With the evolution of Azure AI Foundry into Microsoft Foundry, and the launch of Foundry Agent Service, we now have a platform designed not just to build smarter agents, but safer ones — agents with identity,...
02/12/2025
Security Guidance Series: CAF 4.0 Building Proactive Cyber Resilience
It’s Time To Act Microsoft's Digital Defense Report 2025 clearly describes the cyber threat landscape that this guidance is situated in, one that has become more complex, more industrialized, and increasingly democratized. Each day, Microsoft processes more than 100 trillion...
02/12/2025
Cloud as a War Against Entropy
From Physics and Information Theory to Practical Reliability in the Cloud Two years ago I wrote about mitigating downtime and increasing reliability by managing complexity in cloud‑native systems. I used ideas from physics and chaos theory as a lens to explain why cloud archi...
02/12/2025
DeepSeek Researchers Introduce DeepSeek-V3.2 and DeepSeek-V3.2-Speciale for Long Context Reasoning and Agentic Workloads
How do you get GPT-5-level reasoning on real long-context, tool-using workloads without paying the quadratic attention and GPU cost that usually makes those systems impractical? DeepSeek research introduces DeepSeek-V3.2 and DeepSeek-V3.2-Speciale. They are reasoning-first models built for agents and targets high quality reasoning, long context and agent workflows, with open weights and production APIs. The […] The post
02/12/2025
🎉 Announcing General Availability of AI & RAG Connectors in Logic Apps (Standard)
We’re excited to share that a comprehensive set of AI and Retrieval-Augmented Generation (RAG) capabilities is now Generally Available in Azure Logic Apps (Standard). This release brings native support for document processing, semantic retrieval, embeddings, and grounded reasoning directly into the Logic Apps workflo...
01/12/2025
Push method for Azure AI Search
You may be aware that you can build indexes in Azure AI Search by pulling data from known data sources, like Azure Blob storage, SQL server, OneLake, etc. When using the ‘pull’ method, the
01/12/2025
How we talk about the value of Microsoft Marketplace with customers
At Microsoft Ignite 2025, we introduced the reimagined Microsoft Marketplace to our customers as your trusted source for cloud solutions, AI apps, and agents. This brief, 20-minute breakout session talked about how Marketplace is empowering organizations to become Frontier Firms by streamlining the discovery, purchase, and deployment of tens of thousands of partner solutions. You can watch the session
01/12/2025
How to search for deleted memberships of a group in Active Directory
Have you ever seen a user suddenly lose access to a resource, only to discover they were removed from a group—but with no record of when or how it happened? Tracking deleted group memberships in Active Directory (AD) can be challenging, especially when auditing is not enabled or the logs don’t capture which users were removed. If someone deletes multiple memberships from a Security Group, the Active Directory Recycle Bin won’t help, since it only retains deleted objects—not the details of whi...
01/12/2025
Copilot Studio advanced customization webinar on December 8: Don't Miss out!
Our dynamic four-part webinar series, Agentic AI + Copilot Partner Skilling Accelerator, empowers you to harness the Microsoft AI ecosystem to unlock new revenue streams and enhance customer success. Across the four sessions, Microsoft partners can expect to learn how to apply AI tools across no-code, low-code, and pro-code scenarios to build intelligent chat and workflow solutions, extend and customize capabilities, and create advanced, cus...
01/12/2025
Don’t miss out: Copilot Studio advanced customization webinar on December 8
Our dynamic four-part webinar series, Agentic AI + Copilot Partner Skilling Accelerator, empowers you to harness the Microsoft AI ecosystem to unlock new revenue streams and enhance customer success. Across the four sessions, Microsoft partners can expect to learn how to apply AI tools across no-code, low-code, and pro-code scenarios to build intelligent chat and workflow solutions, extend and customize capabilities, and create advanced, cus...
01/12/2025
November Update: What's new in Azure for Partners
Navigate to News and Announcements, Incentives and Offers, Skilling and Events, Go-To-Market, Customer Success<...
01/12/2025
#MSIgnite Nonprofit AI Sessions
AI is opening new doors for nonprofits to collaborate, innovate, and drive mission impact. During Ignite, we hosted two sessions designed to show how AI can connect IT, fundraising, program management, and operations teams. These on‑demand sessions highlight practical strategies and real nonprofit experiences you can learn from today: Silo Busting for Nonprofits - bridging gaps between technology and program staff in nonprofit organizations
01/12/2025
Immersive events in Microsoft Teams: Now generally available
We’re excited to announce the general availability of immersive events in Teams! This milestone brings 3D event experiences natively into Teams, making it easier to host engaging, interactive events that bring people together on PC, Mac, and Meta Quest devices. With immersive events, organizers can create tailored 3D environments where attendees join as avatar...
01/12/2025
How AI Is Accelerating the Fight Against Pediatric AIDS
When Data Meets Compassion, Lives Change For over three decades, the Elizabeth Glase...
01/12/2025
Faster Python on Azure Functions with uvloop
Python 3.13+ apps on Azure Functions are now faster by default. By replacing the standard event loop with uvloop, the Functions Python worker delivers higher throughput and lower latency for asynchronous workloads — no code changes required. Introduction Azure Functions powers millions of customer sc...
01/12/2025
Faster Azure Functions Python with uvloop
Python 3.13+ apps on Azure Functions are now faster by default. By replacing the standard event loop with uvloop, the Functions Python worker delivers higher throughput and lower latency for asynchronous workloads — no code changes required. Introduction Azure Functions powers millions of customer sc...
01/12/2025
Course Retirement Announcement: MB-7005 and MB-7006
The below courses are being retired on January 30, 2026 due to low performance. Any students interested in Dynamics 365 Customer Insights can look forward to new AI feature focused certifications in the Business Applications space. MB-7005: Create and manage journeys with Dynamics 365 Customer Insights
01/12/2025
Microsoft Defender for Cloud Customer Newsletter
What's new in Defender for Cloud? Defender for Cloud integrates into the Defender portal as part of the broader Microsoft Security ecosystem, now in public preview. This integration, while adding posture management insight, eliminates silos natively to allow security teams to see and act on threats across all cloud, hybrid, and code environments from one place. For more information, see our public
01/12/2025
Beyond Visibility: Hybrid Identity Protection with Microsoft Entra & Defender for Identity
In a previous blog, we explored how Microsoft Entra and Defender for Identity form a powerful ...
01/12/2025
Key findings from product telemetry: top storage security alerts across industries
1.0 Introduction Cloud storage stands at the core of AI-driven applications, making its security more vital than ever. As generative AI continues to drive innovation, protecting the storage infrastructure becomes central to ensuring both the reliability and safety of AI solutions.Every industry encounters its own set of storage security challenges. For example, financial services must navigate complex compliance requirements and guard against insider risks. Healthcare organizat...
01/12/2025
MiniMax-M2: Technical Deep Dive into Interleaved Thinking for Agentic Coding Workflows
The AI coding landscape just got a massive shake-up. If you’ve been relying on Claude 3.5 Sonnet or GPT-4o for your dev workflows, you know the pain: great performance often comes with a bill that makes your wallet weep, or latency that breaks your flow.This article provides a technical overview of MiniMax-M2, focusing on its […] The post MiniMa...
01/12/2025
Microsoft 365 Copilot is now available in GCC-High
We’re excited to announce that Microsoft 365 Copilot is now available for customers in GCC-High, bringing powerful work-ready AI capabilities to organizations with the highest security and compliance requirements. This announcement builds on previous launches in the GCC and
01/12/2025
Catch up on Microsoft Security sessions and announcements from Ignite 2025
Ignite 2025 delivered groundbreaking innovations for securing the agentic era—where AI agents transform how we work and collaborate. If you missed the live sessions, news announcements, or want to dive deeper, here’s your quick start guide to the most important resources and actionable steps to stay informed. <...
01/12/2025
20 Years of Student Innovation: Helping Students Turn Builds into Breakthroughs
Meet A Few Student Founders Who Turned Ideas into Impact Imagine Cup alumni have gone on to raise funding, w...
01/12/2025
Ushering in the Next Era of Cloud-Native AI Capabilities for Radiology
Introducing Dragon Copilot, your AI companion for PowerScribe One For radiologists, the reporting workflow of the future is here. At RSNA 2025, in Chicago, we’re showcasing Dragon Copilot, a cloud-native companion for PowerScribe One. Currently in preview, Dragon Copilot builds on the trusted capabilities of PowerScribe One to accelerate innovation and modernize reporting workflows while unlocking extensibility for radiology teams and partners. ...
01/12/2025
Logic Apps Aviators Newsletter - December 2025
In this issue: Ace Aviator of the Month News from our product group Community Playbook News from our community ...
01/12/2025
PostgreSQL 18 Now GA on Azure Postgres Flexible Server
We’re thrilled to announce the General Availability (GA) of PostgreSQL 18 on Azure Database for PostgreSQL flexible server. This release marks Azure’s fastest turnaround ever between community release and managed service availability - bringing PostgreSQL 18 to Azure customers withi...
01/12/2025
Introducing the Dragon Copilot experience for nurses
The solution isn’t layering AI onto outdated workflows—it’s reinventing how nurses work, making technology invisible and care effortless.Microsoft Dragon Copilot brings that vision to life—empowering nurses to “care out loud” and capturing documentation seamlessly while technology fades into the background.Dragon Copilot turns real-time bedside conversations and observations into the clinical documentation nurses need—without pulling focus from the patient.
01/12/2025
Implementing and Managing an ADCS Offline Root Certificate Authority (Part 1)
My name is Ron Arestia, and I am a Security Researcher with Microsoft’s Detection and Response Team (DART). We respond to customer cybersecurity incidents to assist with containment and recovery from threat actors. In this blog post, we will be covering the basics of implementing an Active Directory Certificate Services (ADCS) offline root Certificate Authority (CA) and how to manage it securely. This is the first in a series of follow up posts to my original article reviewing
01/12/2025
How to Design an Advanced Multi-Page Interactive Analytics Dashboard with Dynamic Filtering, Live KPIs, and Rich Visual Exploration Using Panel
In this tutorial, we build an advanced multi-page interactive dashboard using Panel.Through each component of implementation, we explore how to generate synthetic data, apply rich filters, visualize dynamic time-series trends, compare segments and regions, and even simulate live KPI updates.The post How to Design an Advanced Multi-Page Interactive Analytics Dashboard with Dynamic Filtering, Live KPIs, and Rich Visual Exploration Using Panel appeared first on MarkTechPost.
30/11/2025
Defender for AI services: Threat Protection and AI red team workshop
Generative AI is reshaping how enterprises operate, introducing new efficiencies—and new risks. Imagine launching a helpful chatbot, only to learn a cleverly crafted prompt can bypass safety controls and exfiltrate sensitive data. This is today’s reality: every system prompt, plugin/tool, dataset, fine‑tune, or orchestration step can change the attack surface. This is due to the non deterministic nature in how LLM models craft responses in output. The slightest change in the input of a prompt...
30/11/2025
Meta AI Researchers Introduce Matrix: A Ray Native a Decentralized Framework for Multi Agent Synthetic Data Generation
How do you keep synthetic data fresh and diverse for modern AI models without turning a single orchestration pipeline into the bottleneck? Meta AI researchers introduce Matrix, a decentralized framework where both control and data flow are serialized into messages that move through distributed queues. As LLM training increasingly relies on synthetic conversations, tool traces […] The post
30/11/2025
Common Misconceptions When Running Locally vs. Deploying to Azure Linux-based Web Apps
TOC Introduction Environment Variable Build Time Compatible Memory Conclusion 1. Introduction One of the most common issues during project development is the scenario where “the application runs perfectly in the local environment but fails after being deployed to Azure.” <...
30/11/2025
StepFun AI Releases Step-Audio-R1: A New Audio LLM that Finally Benefits from Test Time Compute Scaling
Why do current audio AI models often perform worse when they generate longer reasoning instead of grounding their decisions in the actual sound. StepFun research team releases Step-Audio-R1, a new audio LLM designed for test time compute scaling, address this failure mode by showing that the accuracy drop with chain of thought is not an […] The post
29/11/2025
Securing Confidential VM Backups with Azure Recovery Services Vault and Private Endpoints
The answer lies in combining Azure Recovery Services Vault (RSV) with Private Endpoints.With private endpoints, all traffic between your Confidential VM and RSV flows over the secure Microsoft backbone instead of the public internet.Backing up Confidential VMs with Azure Recovery Services vault over private endpoints gives you the best of both worlds: confidential computing protections for your workloads and secure, compliant backups that never leave the private network.
29/11/2025
NVIDIA AI Releases Orchestrator-8B: A Reinforcement Learning Trained Controller for Efficient Tool and Model Selection
How can an AI system learn to pick the right model or tool for each step of a task instead of always relying on one large model for everything? NVIDIA researchers release ToolOrchestra, a novel method for training a small language model to act as the orchestrator- the ‘brain’ of a heterogeneous tool-use agent From […] The post
29/11/2025
A Coding Guide to Design an Agentic AI System Using a Control-Plane Architecture for Safe, Modular, and Scalable Tool-Driven Reasoning Workflows
In this tutorial, we build an advanced Agentic AI using the control-plane design pattern, and we walk through each component step by step as we implement it. We treat the control plane as the central orchestrator that coordinates tools, manages safety rules, and structures the reasoning loop. Also, we set up a miniature retrieval system, […] The post
29/11/2025
Connection, Innovation and Social Impact at Latin America’s Largest Microsoft Community Conference
A Historic Gathering for the Microsoft CommunityMVP Conf 2025 was a milestone for the Microsoft community in Latin America, bringing together 3,000 attendees across six Brazilian cities.Beyond technology, MVP Conf 2025 had a strong social impact.
28/11/2025
Replace your VPN — Global Secure Access in Microsoft Entra
Where, on your domain controllers, you can install a Private Access sensor which redirects authentication traffic to Microsoft Entra for Conditional Access checks prior to the DC issuing Kerberos tickets to access the resource.On the right, the Global Secure Access Client shows network traffic traversing out to Microsoft Entra service, and I don’t have the Global Secure Access Client enabled just yet.We can also defend against prompt injection attacks where users try to bypass AI system guidelines.
28/11/2025
Addressing .Net EOL installations for Windows Admins
TL; DR: Installing the latest .NET runtime on a server does not upgrade existing applications that are built on unsupported versions (for example, anything older than .NET 8 as of Nov 2025). Applications must be explicitly upgraded through a full development lifecycle—retargeting the project to a supported framework, updating dependencies, rebuilding, testing, and redeploying.
28/11/2025
Azure App Service AI Scenarios: Complete Sample with AI Foundry Integration
This sample application demonstrates how to implement various AI scenarios on Azure App Service using Azure AI Foundry. It provides production-ready code that you can integrate into your existing Flask applications by copying the AIPlaygroundCode package and following the integration steps. Ideal for: Developers looking to add AI capabilities to existing Flask applications, learn Azure AI Foundry integration patterns, and implement enterprise-grade AI fe...
28/11/2025
Function Calling with Small Language Models
With this, we have ability to transform small language models from passive text generators into intelligent agents that can:The model calls this function to get the weather data. it contacts OpenWeatherMap API, gets real weather data and returns it as a python dictionaryMCP is an open standard that provides pre-built, standardized servers for common tools.
28/11/2025
Upcoming Live Stream: Building AI Agents with the AI Toolkit & Microsoft Foundry
We’re at a moment where generative AI is shifting from single-prompt interactions to agents that can process visuals, store memory, and act.That’s exactly what we’re doing in my upcoming live stream on Building AI Agents with the AI Toolkit & Microsoft Foundry — a hands-on walkthrough of the full lab experience from Microsoft Ignite 2025!This session is designed for developers, makers, and anyone curious about how multimodal agents get from idea to working prototype.
28/11/2025
DeepSeek AI Releases DeepSeekMath-V2: The Open Weights Maths Model That Scored 118/120 on Putnam 2024
How can an AI system prove complex olympiad level math problems in clear natural language while also checking that its own reasoning is actually correct? DeepSeek AI has released DeepSeekMath-V2, an open weights large language model that is optimized for natural language theorem proving with self verification. The model is built on DeepSeek-V3.2-Exp-Base, runs as […] The post
28/11/2025
Step-by-Step Guide: Route Azure SQL Audit Logs to Multiple Log Analytics Workspaces
Scenario:Many organizations need to route audit logs from Azure SQL Database to more than one Log Analytics workspace. Enable Auditing to Log Analytics WorkspaceConfiguring multiple diagnostic settings allows you to send Azure SQL Database audit logs to several Log Analytics workspaces.
28/11/2025
A Coding Implementation for an Agentic AI Framework that Performs Literature Analysis, Hypothesis Generation, Experimental Planning, Simulation, and Scientific Reporting
In this tutorial, we build a complete scientific discovery agent step by step and experience how each component works together to form a coherent research workflow. We begin by loading our literature corpus, constructing retrieval and LLM modules, and then assembling agents that search papers, generate hypotheses, design experiments, and produce structured reports. Through snippets […] The post
28/11/2025
Transforming SAP for the Intelligent Enterprise with Azure, Microsoft Fabric, and AI
Why SAP on Azure Matters: Azure gives SAP systems the performance, stability, and global reach they need. It also includes built-in tools for analytics, AI, governance, and security, which are all essential for modern businesses. Microsoft’s documentation on SAP workloads in Azure explains this broader modernization vision: Get started with SAP and Microsoft integrat...
27/11/2025
Microsoft palkitsee Suomen kumppaneitaan Vuoden kumppani 2025 -tunnustuksilla
Microsoft on jälleen palkinnut teknologiakumppaneitaan Suomessa ja globaalisti. Microsoftin Vuoden kumppani Suomessa -tunnustuksen sai tänä vuonna Vivicta, joka on erinomainen esimerkki innovatiivisesta ja asiakaslähtöisestä työstä asiakkaiden digitalisaation edistämiseksi.Lisäksi tunnustuksia jaettiin seitsemässä paikallisessa kategoriassa. Microsoftin ekosysteemiin kuuluu Suomessa 3000 kumppaniyritystä. ”Microsoftin kumppaniekosysteemi Suomessa on ainutla...
27/11/2025
Azure PostgreSQL Lesson Learned#9: How to Stay Informed About Planned Maintenance and Alerts
Co‑authored with HaiderZ-MSFT Symptoms Customer reported no visibility into the timing of planned maintenance. Uncertainty about how to receive alerts or verify maintenance status. Root Cause Azure sends
27/11/2025
Unlocking Your First AI Solution on Azure: Practical Paths for Developers of All Backgrounds
Over the past several months, I’ve spent hundreds of hours working directly with teams—from small startups to mid-market innovators—who share the same aspiration: “We want to use AI, but where do we start?” This question comes up everywhere. It crosses industries, geographies, skill levels, and team sizes. And as developers, we often feel the pressure to “solve AI” end-to-end—model...
27/11/2025
Background tasks in .NET
What is a Background Task? A background task (or background service) is work that runs behind the scenes in an application without blocking the main user flow and often without direct user interaction. Think of it as a worker or
27/11/2025
OceanBase Releases seekdb: An Open Source AI Native Hybrid Search Database for Multi-model RAG and AI Agents
AI applications rarely deal with one clean table. They mix user profiles, chat logs, JSON metadata, embeddings, and sometimes spatial data. Most teams answer this with a patchwork of an OLTP database, a vector store, and a search engine. OceanBase released seekdb, an open source AI focused database (under the Apache 2.0 license). seekdb is […] The post
27/11/2025
From Zero to Hero: Building a Production-Ready SIP Gateway for Azure Voice Live
Introduction Voice technology is transforming how we interact with machines, making conversations with AI feel more natural than ever before. With the public beta release of the Voice Live API developers now have the tools to create low-latency, multimodal voice experiences in their apps, opening up endless possibilities for innovation. Gone are the days when building a voice bot required stitching together multiple models for transcription, inference, and text-t...
27/11/2025
Exploring USB4 in Windows Device Portal
OverviewUSB4™ brings high-speed connectivity and advanced tunneling capabilities to modern Windows devices. To help developers and IT professionals visualize and manage USB4 topologies, Windows provides the USB4 domain viewer via the Windows device portal. A demo of USB4 Domain Viewer in Windows Device Portal.
27/11/2025
Observability for the Age of Generative AI
Every generation of computing brings new challenges in how we monitor and trust our systems. With the rise of Generative AI, applications are no longer static code—they’re living systems that plan, reason, call tools, and make choices dynamically. Traditional observability, built for servers an...
27/11/2025
Guide for Architecting Azure-Databricks: Design to Deployment
Author's: Chris Walk cwalk, Dan Johnson danjohn1234, Eduardo dos Santos
26/11/2025
Azure Skilling at Microsoft Ignite 2025
The energy at Microsoft Ignite was unmistakable. Developers, architects, and technical decision-makers converged in San Francisco to explore the latest innovations in cloud technology, AI applications, and data platforms. Beyond the keynotes and product announcements was something even more valuable: an integrated skilling ecosystem designed to transform how you build with Azure. This year Azure Skilling at Microsoft Ignite 2025 brought together distinct learning experiences, over 150+...
26/11/2025
Getting Started with Copilot Studio: Your PAA & FAQ Guide
What is Microsoft Copilot Studio?Microsoft Copilot Studio is a low-code, graphical tool within the Power Platform used for building and conversational bots. It empowers users, even those without extensive technical backgrounds, to create sophisticated logic and connect to various data sources and services using prebuilt or custom plugins.Is Copilot Studio easy to use for beginners?Yes Copilot Studio is designed to be easy for beginners.
26/11/2025
App Assure Powers Seamless Transitions for the new Outlook
Microsoft is continually evolving its products to deliver greater functionality, stronger security, and better experiences for users. That evolution is now underway for Outlook as we transition from classic Outlook to the new Outlook for Windows, a move that accelerates access to innovations like Copilot and other AI-native tools essential for success in today’s business landscape. Users ar...
26/11/2025
Best Practices for Migrating COTS Applications to Microsoft Azure
Understanding the Nature of COTS Migrations Migrating Commercial Off-The-Shelf (COTS) applications to Microsoft Azure requires more care than a standard application migration. These workloads usually depend on strict vendor requirements, fixed upgrade cycles, licensing limitations, and specific operating systems or databases. Because of this, the first step in any COTS migration is a detailed discussion with the software vendor to confirm what Azure services, operating...
26/11/2025
Ask the Windows experts at Tech Community Live
Join us December 2 for a Windows edition of Tech Community Live. Together, my colleagues across Windows will be answering your questions on the new features and capabilities announced at Microsoft Ignite and in recent months. This event is your opportunity to engage directly with the engineering teams behind the features and get the information you need to keep your updates flowing and your deployments progressing.
26/11/2025
Medical imaging embeddings bake-off: How Microsoft’s MedImageInsight compares to leading models
Note: This post reports performance results on a specific evaluation dataset collected from real clinical data. These results do not constitute general clinical performance claims. This post shares methods and principles that can guide clinical AI development but are not meant for direct use in clinical settings without validation. You must validate performance on your own data, ensure models fit within your regulatory processes. You are fully responsible...
26/11/2025
Tencent Hunyuan Releases HunyuanOCR: a 1B Parameter End to End OCR Expert VLM
Tencent Hunyuan has released HunyuanOCR, a 1B parameter vision language model that is specialized for OCR and document understanding. The model is built on Hunyuan’s native multimodal architecture and runs spotting, parsing, information extraction, visual question answering, and text image translation through a single end to end pipeline. HunyuanOCR is a lightweight alternative to general […] The post
26/11/2025
The Journey of a Token: What Really Happens Inside a Transformer
Large language models (LLMs) are based on the transformer architecture, a complex deep neural network whose input is a sequence of token embeddings.
26/11/2025
Securing Azure AI Applications: A Deep Dive into Emerging Threats
Why AI Security Can’t Be Ignored? Generative AI is rapidly reshaping how enterprises operate—accelerating decision-making, enhancing customer experiences, and powering intelligent automation across critical workflows. But as organizations adopt these capabilities at scale, a new challenge emerges: AI introduces security risks that traditi...
26/11/2025
Building personalized experiences - Ichicraft - SharePoint Partner Showcase
We are excited to share a new episode on our partner showcase series focused on SharePoint in Microsoft 365. In this post, we focus on Ichicraft. Ichicraft crafts digital experiences with precision, personality, and purpose. They are a boutique software company on a mission to make the Microsoft 365 workplace feel more human. Rooted in the Netherlands and driven by deta...
26/11/2025
Black Forest Labs Releases FLUX.2: A 32B Flow Matching Transformer for Production Image Pipelines
Black Forest Labs has released FLUX.2, its second generation image generation and editing system. FLUX.2 targets real world creative workflows such as marketing assets, product photography, design layouts, and complex infographics, with editing support up to 4 megapixels and strong control over layout, logos, and typography. FLUX.2 product family and FLUX.2 [dev] The FLUX.2 family […] The post
26/11/2025
How to Implement Functional Components of Transformer and Mini-GPT Model from Scratch Using Tinygrad to Understand Deep Learning Internals
In this tutorial, we explore how to build neural networks from scratch using Tinygrad while remaining fully hands-on with tensors, autograd, attention mechanisms, and transformer architectures. We progressively build every component ourselves, from basic tensor operations to multi-head attention, transformer blocks, and, finally, a working mini-GPT model. Through each stage, we observe how Tinygrad’s simplicity […] The post
26/11/2025
Pretrain a BERT Model from Scratch
This article is divided into three parts; they are: • Creating a BERT Model the Easy Way • Creating a BERT Model from Scratch with PyTorch • Pre-training the BERT Model If your goal is to create a BERT model so that you can train it on your own data, using the Hugging Face `transformers` library is the easiest way to get started.
26/11/2025
ICYMI: Watch replays of Microsoft Entra sessions at Microsoft Ignite 2025
At Microsoft Ignite 2025, Microsoft Security took center stage with a clear message: secure access is foundational for the AI-driven future. Across keynotes, breakout sessions, and demos, we showcased innovations that help organizations confidently expand Zero Trust strategies to include AI agents, apps, and identities. We hope you were able to be there or tune in live; but if not, we’ve pulled this article together with all the best replay links for identity and network access professionals....
26/11/2025
Copilot Your Holidays
Holiday-stress creeping up on you? You're not alone! Between travel, grocery shopping, and wrapping up work, it’s easy to feel like a gingerbread house on the verge of collapse. Good news: you've stumbled across Copilot Your Holidays! A podcast-style series where three Microsoft folks share simple ways to use Copilot to make the season smoother. Join us each week for Copilot tips, tricks, and a hearty laugh along the way 🙂.
25/11/2025
Why Your Organization Should Set Up Asset Libraries in SharePoint (and Enable Them for Copilot)
In today’s fast-paced digital workplace, brand consistency and productivity are critical. Yet, many organizations struggle with scattered images, outdated templates, and employees spending time hunting for approved assets. This is where SharePoint Organization Asset Libraries (OALs) come in—and when integrated with Microsoft Copilot, they become a game-changer. Watch the following two videos on setup in SharePoint and Copilot.
25/11/2025
Salesforce AI Research Introduces xRouter: A Reinforcement Learning Router for Cost Aware LLM Orchestration
When your application can call many different LLMs with very different prices and capabilities, who should decide which one answers each request? Salesforce AI research team introduces ‘xRouter’, a tool-calling–based routing system that targets this gap with a reinforcement learning based router and learns when to answer locally and when to call external models, while […] The post
25/11/2025
K-Means Cluster Evaluation with Silhouette Analysis
Clustering models in machine learning must be assessed by how well they separate data into meaningful groups with distinctive characteristics.
25/11/2025
Agent0: A Fully Autonomous AI Framework that Evolves High-Performing Agents without External Data through Multi-Step Co-Evolution
Large language models need huge human datasets, so what happens if the model must create all its own curriculum and teach itself to use tools? A team of researchers from UNC-Chapel Hill, Salesforce Research and Stanford University introduce ‘Agent0’, a fully autonomous framework that evolves high-performing agents without external data through multi-step co-evolution and seamless […] The post
25/11/2025
How to Build a Neuro-Symbolic Hybrid Agent that Combines Logical Planning with Neural Perception for Robust Autonomous Decision-Making
In this tutorial, we demonstrate how to combine the strengths of symbolic reasoning with neural learning to build a powerful hybrid agent. We focus on creating a neuro-symbolic architecture that uses classical planning for structure, rules, and goal-directed behavior, while neural networks handle perception and action refinement. As we walk through the code, we see […] The post
25/11/2025
Microsoft AI Releases Fara-7B: An Efficient Agentic Model for Computer Use
How do we safely let an AI agent handle real web tasks like booking, searching, and form filling directly on our own devices without sending everything to the cloud? Microsoft Research has released Fara-7B, a 7 billion parameter agentic small language model designed specifically for computer use. It is an open weight Computer Use Agent […] The post Microsof...
24/11/2025
The Complete Guide to Docker for Machine Learning Engineers
Machine learning models often behave differently across environments.
24/11/2025
NVIDIA AI Releases Nemotron-Elastic-12B: A Single AI Model that Gives You 6B/9B/12B Variants without Extra Training Cost
Why are AI dev teams still training and storing multiple large language models for different deployment needs when one elastic model can generate several sizes at the same cost? NVIDIA is collapsing the usual ‘model family’ stack into a single training job. NVIDIA AI team releases Nemotron-Elastic-12B, a 12B parameter reasoning model that embeds nested […] The post
24/11/2025
AI Interview Series #3: Explain Federated Learning
Question: “You’re an ML engineer at a fitness company like Fitbit or Apple Health. Millions of users generate sensitive sensor data every day — heart rate, sleep cycles, step counts, workout patterns, etc. You want to build a model that predicts health risk or recommends personalized workouts. But due to privacy laws (GDPR, HIPAA), none […] The post AI Interview Series ...
24/11/2025
Preparing Data for BERT Training
This article is divided into four parts; they are: • Preparing Documents • Creating Sentence Pairs from Document • Masking Tokens • Saving the Training Data for Reuse Unlike decoder-only models, BERT's pretraining is more complex.
24/11/2025
BERT Models and Its Variants
This article is divided into two parts; they are: • Architecture and Training of BERT • Variations of BERT BERT is an encoder-only model.
22/11/2025
From Shannon to Modern AI: A Complete Information Theory Guide for Machine Learning
In 1948, Claude Shannon published a paper that changed how we think about information forever.
20/11/2025
General Availability announcement of Backup/Restore capabilities in SQL Server 2025
Over the past several months, we’ve heard from countless customers who are eager for more robust options to protect, compress, and safeguard their SQL Server data. Since introducing these features in public preview, organizations of all sizes have validated their value in real-world workloads and provided invaluable feedback. Today, we are thrilled to announce the General Availability (GA) of three powerful SQL Server 2025 features:
19/11/2025
Microsoft Ignite 2025: Kumppanit AI-murroksen eturintamassa
Microsoft Ignite 2025 toi selkeän viestin: tekoäly ja agenttiteknologiat eivät ole enää tulevaisuuden lupauksia, vaan tämän päivän kilpailuetu. Yritykset, jotka omaksuvat AI:n strategisesti ja laajasti, erottuvat markkinoilla – ja kumppaneilla on tässä ratkaiseva rooli. Asiakkaat etsivät luotettavia asiantuntijoita, jotka eivät ainoastaan myy AI-ratkaisuja, vaan myös elävät AI-transformaatiota omassa toiminnassaan. Ignite esitteli uuden Fr...
19/11/2025
ESPC25 Conference: December 1-4
ESPC is Europe’s premier Microsoft 365 and AI conference. Don’t miss this year’s community conference in Dublin, December 1-4. Hear from more than 120 speakers, connect with Microsoft experts, and achieve more with Microsoft 365 and AI. Use discount code ESPC25MSPART for €200 off. Secure your spot at ESPC25 by booking now
19/11/2025
Pure Storage Cloud, Azure Native evolves at Microsoft Ignite!
The Azure Storage team has heavily invested in our partner ecosystem to meet all customer data storage needs and make it easier to migrate any application workload to Azure. You will find our complete list in the validated partner catalog (link below) and find partner solutions conveniently located in Storage Center on the Azure Portal. Azure Native Pure Storage Cloud is the latest example of our deep investment in partners. ...
19/11/2025
Sensitivity labels preservation and SharePoint ACLs in Azure AI Search
We’re introducing new enterprise security capabilities in Azure AI Search and knowledge bases to help you deliver more trusted, policy-aligned knowledge retrieval for RAG apps and agentic applications. This...
19/11/2025
Managing Multiple Deployment Stacks in Azure Bicep: Patterns and Best Practices
Deployment Stacks: Deployment Stacks are a logical grouping of Azure resources defined using Bicep or ARM. When you deploy a stack: Azure tracks which resources belong to that stack You can update or delete resources as a group G...
19/11/2025
How to get a free Azure SQL Database or Managed Instance
Next to the performance and security proven engine, with Azure SQL solutions you’re getting dozens of other benefits, such as auto-scaling, auto-patching/maintenance, auto-backups and built-in HA. Free Azure SQL offers fully managed resources with zero cost and zero commitment. There’re two options ...
19/11/2025
New in Microsoft Marketplace: November 19, 2025
Learn about 80 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs. Get it now in our marketplace
19/11/2025
Azure Copilot Migration Agent - Bringing Agentic Migration and Modernization to life
Enterprises today need more than speed they need confidence. Migration projects often stall because of complexity, fragmented tools, and unclear ROI. With Migration Agent in Azure Copilot, we’re changing that equation. This new capability brings AI-driven intelligence to every stage of migration and modernization, helping you move from discovery to execution in hours, not weeks. and completing the journey with confidence. Migration is no longer just about moving workloads. It’s about u...
19/11/2025
Why Decision Trees Fail (and How to Fix Them)
Decision tree-based models for predictive machine learning tasks like classification and regression are undoubtedly rich in advantages — such as their ability to capture nonlinear relationships among features and their intuitive interpretability that makes it easy to trace decisions.
19/11/2025
Build and connect Microsoft Foundry agents to MongoDB Atlas with new native integrations
MongoDB Atlas is a leading document database that’s rapidly gaining traction among Azure customers due to various deep integrations available across Microsoft platforms. In Aug 2025, we announced the General Availability (GA) of native integration for MongoDB Atlas — a milestone that marked a new era for developers and enterprises building AI-powered applications on Azure. Alongside ...
19/11/2025
General Availability: Granular RBAC in Azure Monitor Logs
We’re excited to announce the general availability of Granular Role-Based Access Control (RBAC) in Azure Monitor Logs! This capability enables you to set fine-grained data access control at the row level, giving you more flexibility and security when managing log data. Back in May 2025,
19/11/2025
Enabling Private Connectivity for Microsoft Fabric: A Practical Guide
As an Infra Architect working with large, security-sensitive enterprise environments, one principle consistently guides infrastructure architects: If a platform can't operate inside a private network boundary, it won’t make it to production. This became very real when our Data Engineering team sent me a simple-looking request:
19/11/2025
Introducing Microsoft’s Network Operations Agent – A Telco framework for Autonomous Networks
How NOA Works: Multi-Agent Intelligence with Human Oversight At its core, NOA is a multi-agent system tailored for telecom operations. It hosts a suite of specialized agents, each with a focused ...
19/11/2025
Reimagining Network Operations: How Microsoft NetAI Tackles Hyperscale Challenges
The Business Imperative: Why Network Operations Must Change Modern network operators face a perfect storm of challenges: Exponential Growth in Events and Maintenance Network events and maintenance activities are increasing at an unprecedented rate. According to Microsoft’s analysis, weekly network events are projected to grow from hundreds to thousands over the next five years. Maintena...
19/11/2025
Azure ND GB300 v6 now Generally Available - Hyper-optimized for Generative and Agentic AI workloads
We are pleased to announce the General Availability (GA) of ND GB300 v6 virtual machines, delivering the next leap in AI infrastructure. On 10/09, we shared the delivery of the first at-scale production cluster with more than 4,600 NVIDIA GB300 NVL72, featuring NVIDIA Blackwell Ultra GPUs connected through...
19/11/2025
Announcing Deployment capabilities (preview) in Azure Copilot
What's new? Today, we are excited to announce the Deployment Agent for Azure Copilot, designed to make infrastructure planning and deployment faster, smarter, and easier. The Deployment Agent acts as your dedicated cloud architecture assistant, leveraging Azure’s Well-Architected Framework (WAF) ...
19/11/2025
Microsoft Foundry on Windows Server
As organizations embrace AI, new opportunities exist for Windows Server customers who want to leverage on-premises AI. While Azure remains the best pl...
19/11/2025
Accelerating Enterprise AI with Microsoft Foundry
Today at Ignite 2025, the spotlight shone brightly on Microsoft Foundry the unified AI platform empowering enterprises to build, deploy, and govern intelligent agents at scale. New features released today are designed to enhance model accessibility, agent sophistication, and enterprise-grade reliability. Below is a deep dive into these powerful updates. Anthropic’s Claude Models Join Foundry
19/11/2025
SQL Server 2025 Integration Services General Availability
Microsoft.Data.SqlClient offers a modern, secure, and future-ready data access solution for SQL Server and Azure SQL.Integration Services support will be included in the upcoming CU.Integration Services features in SQL Server Management Studio (SSMS IS)
18/11/2025
How to Build an Agentic Deep Reinforcement Learning System with Curriculum Progression, Adaptive Exploration, and Meta-Level UCB Planning
In this tutorial, we build an advanced agentic Deep Reinforcement Learning system that guides an agent to learn not only actions within an environment but also how to choose its own training strategies. We design a Dueling Double DQN learner, introduce a curriculum with increasing difficulty, and integrate multiple exploration modes that adapt as training […] The post
18/11/2025
SQL Server Management Studio 22 (GA) supporting SQL Server Integration Services (SSIS)
SQL Server Management Studio 22 generally availability has been released. SSMS 22 GA version is recommended to use with Integration Services, as ...
18/11/2025
xAI’s Grok 4.1 Pushes Toward Higher Emotional Intelligence, Lower Hallucinations and Tighter Safety Controls
How do you build an AI assistant that feels emotionally intelligent and reliable to humans, instead of just making a bigger model? Meet Grok 4.1, xAI’s latest large language model and it now powers Grok across grok.com, X and the mobile consumer apps. According to xAI team, the model is available to all users and […] The post
18/11/2025
Unlocking Client-Side Configuration at Scale with Azure App Configuration and Azure Front Door
As modern apps shift more logic to the browser, Azure App Configuration now brings dynamic configuration directly to client-side applications. Through its integration with Azure Front Door, developers can deliver configuration to thousands or millions of clients with CDN-scale performance while avoiding the need to expose secrets or maintain custom proxy layers. This capability is especially important for AI-powered and agentic client...
18/11/2025
Windows Hardware Compatibility Program - Guidance for Windows 11, version 26H1 Release
Building on the recent WIP Blog post, we’re releasing WHCP and HLK for Windows 11, version 26H1 to support partners working on engineering efforts. This release is focused on enabling new platforms and is not intended for existing or previously released silicon. For mainstream products, continue using <...
18/11/2025
New Portal Experience for Feature Management
Feature flags have become an essential tool for modern software development, enabling teams to deploy code safely, control feature rollouts, and experiment with new functionality without the risk of breaking production environments. As AI becomes increasingly integrated into applications— from LLM-powered features to model version management— the need for safe, controlled deployments has never been more critical. The previous experience forced you to make a decision upfront: should I create a...
18/11/2025
December Prompt-a-thon for Government Customers
Power Your AI Transformation: Government Copilot Prompt-a-thon As we wrap up an incredible year of innovation, we’re thrilled to invite you to our fifth Copilot Prompt‑a‑thon of 2025—a hands‑on experience that’s transforming how government teams work. This event isn’t just about learning prompts; it’s about collaborating directly with Microsoft coaches, exploring real mission sc...
18/11/2025
Announcing Kubernetes Center (Preview) On Azure Portal
Today, we’re excited to introduce the Kubernetes Center in the Azure portal, a new experience to simplify how customers manage, monitor, and optimize Azure Kubernetes Services environments at scale. The Kubernetes Center provides a unified view across all clusters, intelligent insights, and streamlined workflows that help platform teams stay in control while enabling developers to move fast. As Kubernetes adoption accelerates, many teams face growing challenges in managing clusters and...
18/11/2025
Agentic Applications on Azure Container Apps with Microsoft Foundry
By combining Azure Container Apps with the Microsoft Agent Framework (MAF) and Microsoft Foundry, developers can run containerized agents on ACA while using Foundry to visualize and monitor how those agents behave.In this blog, we’ll walk through how to build an agent running on Azure Container Apps using Microsoft Agent Framework and OpenTelemetry, and then connect its telemetry to Microsoft Foundry so you can see your ACA-hosted agent directly in the Foundry monitoring experience.Connect the resource to your AI Foundry project.
18/11/2025
OracleDatabase@Azure expands footprint to 31 regions and strengthens security with Azure Key Vault
With plans to bring two more regions online in the next three months, Oracle Database@Azure will continue to lead the industry with 33 regions around the world – more than any other hyperscaler.Oracle Database@azure is now live in 31 regions worldwideOracle Database@Azure is live in North Central, South India, and France South, giving enterprises more flexibility and control over global deployments of their business-critical applications.
18/11/2025
Protect patient privacy across languages with the de-identification service's preview expansion
Machine learning and analytics are transforming healthcare by streamlining clinical workflows, powering AI models and unlocking new insights from patient data. These innovations are fueled by textual data rich in Protected Health Information (PHI). To be used for research, innovation and operational improvements, this data must be responsibly de-identified to protect patient privacy. Manual de-identification can be slow, expensive, and error-prone, creating bottlene...
18/11/2025
Training a Tokenizer for BERT Models
This article is divided into two parts; they are: • Picking a Dataset • Training a Tokenizer To keep things simple, we'll use English text only.
18/11/2025
Removing barriers to migrating databases to Azure with Striim’s Unlimited Database Migration program
Alok Pareek, co-founder and Executive Vice President of Product and Engineering at Striim Shireesh Thota, Corporate Vice President of Databases at Microsoft Every modernization strategy starts with data. It’s what enables advanced analytics and AI agents today, and prepares enterprises for what’s to come in th...
18/11/2025
Announcing Public Preview of Window Server 2025 on Azure Kubernetes Service
We are excited to announce the public preview of Windows Server 2025 support on Azure Kubernetes Service (AKS) - delivering the latest security, performance, and compatibility improvements for our customers. You can now deploy node pools running Windows Server 2025 alongside those running Windows Server 2022, Azure Linux, and Ubuntu. With the new Windows container portability functionality introduced in Windows Server 2025, you can also run your Windows Server 2022-based containers on Windows...
18/11/2025
Announcing Advanced Kubernetes Troubleshooting Agent Capabilities (preview) in Azure Copilot
What’s new? Today, we're announcing Kubernetes troubleshooting agent capabilities in Az...
18/11/2025
Google’s Gemini 3 Pro turns sparse MoE and 1M token context into a practical engine for multimodal agentic workloads
How do we move from language models that only answer prompts to systems that can reason over million token contexts, understand real world signals, and reliably act as agents on our behalf? Google just released Gemini 3 family with Gemini 3 Pro as the centerpiece that positions as a major step toward more general AI […] The post
18/11/2025
General Availability: Large Message Support in Azure Event Hubs
Azure Event Hubs is a cloud-native service that streams millions of events per second with minimal latency, fully compatible with Apache Kafka and requiring no code changes for existing Kafka workloads. Today, we are excited to announce the general availability of Large Message Support in Azure Event Hubs, enabling you to send and receive messages up to
18/11/2025
Available today: OpenAI's Sora 2 in Microsoft 365 Copilot
Transform your creative workflow with AI-generated video – what it means for IT We're excited to announce that OpenAI's Sora 2—their breakthrough video and audio generation model—is now available in Microsoft 365 Copilot. This integration brings professional-grade AI video creation directly into your familiar Microsoft 365 environment, empowering users to generate compelling video content while maintaining the enterprise security and compliance standards you expect from Microsoft.
18/11/2025
Announcing General Availability of the mssql-python Driver
We’re thrilled to announce that the mssql-python driver is now Generally Available! 🎉 This milestone marks a major step forward in delivering a modern, high-performance, and developer-friendly experience for Python developers working with SQL Server, Azure SQL and SQL databases in Fabric. Why mssql-python? The mssql-python driver is a DB-API 2.0 compliant driver designed from the ground up to provide speed, simplicity, and security for Python applicati...
18/11/2025
Unlocking Storage Optimizations: Smart Tiering for Blobs and ADLS in Azure Storage
We are excited to introduce the public preview of smart tier for Azure Blob and Azure Data Lake Storage. Smart tier is a fully managed, automated data tiering solution that takes the guesswork and manual effort out of optimizing your storage costs. Smart tier continuously analyzes your data’s access patterns and automatically moves objects between the hot, cool, and cold tiers. Smart tier will keep regularly accessed objects on the hot capacity tier to optimize transaction costs and mo...
18/11/2025
Introducing Windows Admin Center: Virtualization Mode (vMode)
Now in Public Preview Windows Admin Center has long been a favorite tool for IT pros, trusted to manage
18/11/2025
Azure Databricks Genie integration with Copilot Studio and Microsoft Foundry is now live!
This blog was co-authored by Toussaint Webb, Databricks We’re excited to announce the Public Preview availability of AI/BI Genie
18/11/2025
Steer length, tone, style, and images when creating a PowerPoint presentation with Copilot
Hi, Insiders! We’re Victoria Tran, Jess Kwok, and Shea Tuli, and we’re Product Managers on the PowerPoint team. We’re excited to share an update with you that allows you to steer your presentation length, tone, style, and images when creating presentations with Microsoft 365 Copilot in PowerPoint for Windows, for Mac, and for the web. Steer length, tone, style, an...
18/11/2025
📢 Agent Loop - New Set of AI Features Arrive in Public Preview
Today at Ignite, we announced the General Availability of Agent Loop in Logic Apps Standard—bringing production-ready agentic automation to every customer. But GA is just the beginning. We’re also releasing a broad set of new and powerful AI-first capabilities in Public Preview that dramatically expand what developers can build: run agents in the Consumption SKU ,bring your own models through APIM AI Gateway, cal...
18/11/2025
🎉Announcing General Availability of Agent Loop in Azure Logic Apps
Transforming Business Automation with Intelligent, Collaborative Multi-Agentic workflows! TL;DR Agent Loop is now Generally Available in Azure Logic Apps Standard, turning Logic Apps platform into a complete multi-agentic automation system. Build AI agents that work alongside workflows and humans, secured with enterprise-grade identity and access controls, deployed using your existing CI/CD pipelines. Thousands of customers have already...
18/11/2025
SQL Server 2025: Deeply Integrated and Feature-rich on Linux
SQL Server continues to power mission-critical workloads across enterprises, and with SQL Server 2025, we’re delivering innovations that redefine performance, security, developer experience, AI innovation and flexibility along with additional features tailored for Linux environments. Momentum on SQL Server for Linux The adoption of SQL Server on Linux has been phenomenal. The public preview of SQL Server 2025 has seen remarkable adoption, with Linux based deploy...
18/11/2025
Announcing Public Preview of Agent Loop in Azure Logic Apps Consumption
We’re excited to announce a major leap forward in democratizing AI-powered business process automation: Agent Loop is now available in Azure Logic Apps Consumption, bringing advanced AI agent capabilities to a broader audience with a frictionless, pay-as-you-go experience. What’s New? Agent Loop, previously available only in Logic Apps Standard, is now available in Consumption logic apps, providing developers,...
18/11/2025
📢Announcing MCP Server Support for Logic Apps Agent Loop
At Ignite, we announced that Agent Loop in Azure Logic Apps Standard now supports the Model Context Protocol (MCP), enabling agents to discover and call external tools through an open, standardized interface. This brings powerful, flexible tool extensibility to both conversational and autonomous agents. MCP support gives agents a common lan...
18/11/2025
🔐Enabling API Key Authentication for Logic Apps MCP Servers
We previously announced support for building Logic Apps MCP servers. This capability comes in a couple forms including via the wizard hosted in API Center and through manual configurations inside an existing Logic App. When we initially shipped this f...
18/11/2025
Reduce latency and enhance resilience with Azure Files zonal placement
We are pleased to announce the General Availability of zonal placement for Azure Files Premium LRS in select regions. Zonal placement enables you to pin Azure Files storage accounts to a specific Availability Zone within a region — giving you better control over data locality, resilience, and lower latency for your workloads. Benefits of zonal placement Azure Files provides both local-redundant storage (LRS) and zone-redundant storage (ZRS) options today....
18/11/2025
Host remote MCP servers on Azure Functions
Model Context Protocol (MCP) servers allow AI agents to access external tools, data, and systems, greatly extending the capability and power of agents. When you’re ready to expose your MCP servers externally, within your organization or to the world, it’s important that the servers are run in a secure, scalable, and reliable environment. Azure Functions provides such a robust platform for hosting your remote MCP servers, offering high scalability with the
18/11/2025
Announcing Elastic MCP Server in Microsoft Foundry Tool Catalog
Introduction The future of enterprise AI is agentic - driven by intelligent, context-aware agents that deliver real business value. Microsoft Foundry is committed to enabling developers with the tools and integrations they need to build, deploy, and govern these advanced AI solutions. Today, we are excited t...
18/11/2025
Microsoft Ignite 2025: Empowering Innovation with MDEP
Joining a Global Community of Innovators We’re thrilled to be part of Microsoft Ignite 2025 in San Francisco, CA, where thousands of technology leaders, partners, and customers gather to shape the future. This year’s event is centered on AI-driven transformation, secure platforms, and connected ecosystems, and MDEP stands at the forefront of that vision. Ignite is more than just a showcase for us: It’s a valuable opportunity to connect with partners, exchange insights, and demonstrat...
18/11/2025
Partner Case Study | Tiger Analytics
Organizations need to adopt more flexible, scalable, and cost-effective solutions to keep up with the evolving landscape of data analytics. Traditional on-premises systems, while robust and reliable, often face limitations in handling the increasing volume and velocity of data. To thrive, organizations must modernize their critical applications, replacing legacy systems with cloud-native solutions that offer better scalability, fault tolerance, and security. Microsoft partner Tiger Ana...
18/11/2025
Cloud Native Identity with Azure Files: Entra-only Secure Access for the Modern Enterprise
As organizations accelerate their cloud-first journeys, the ability to deliver secure, seamless identity and access management for storage in the cloud is now a game-changer. We are excited to announce the Public Preview of Entra-only identities support with Azure Files SMB. With native Entra ID (identities are created and managed entirely in the cloud, with no reliance on on-premises Active Directory or hybrid setups) authentication for Azure Files SMB...
18/11/2025
Announcing the Preview of the new Azure Ebsv6 VMs based on the 5th Gen Intel® Xeon® processor
Authored by Misha Bansal, Product Manager, Azure Compute We are excited to announce the public preview of the new Azure Ebsv6 and Ebdsv6 Virtual Machines, powered by 5th Generation Intel® Xeon® Platinum 8573C (Emerald Rapids) processors. These VMs deliver significantly higher remote storage performance, scaling up to 800,000 IOPS and 14 Gbps of remote disk throughput featured by
18/11/2025
Announcing General Availability of Scheduled Actions for Azure Virtual Machines
Managing VMs at scale in Azure can be a pain. Subscription throttling can prevent your operations from being received, and having to track and retry intermittent failures adds extra overhead. Scheduled Actions reduces the complexity of managing concurrent API requests in Azure at scale and allows for scheduling actions at a time in the future. What is Scheduled Actions? Scheduled Actions is a separate resource provider that sits above our REST API and makes calls...
18/11/2025
Announcing Public Preview: Auditing for Fabric SQL Database
We’re excited to announce the public preview of Auditing for Fabric SQL Database—a powerful feature designed to help organizations strengthen security, ensure compliance, and gain deep operational insights into their data environments. Why Auditing Matters
18/11/2025
Integrating Azure Application Gateway v2 with Azure API Management for secure and scalable API
Why Application Gateway v2 + Azure API Management? - Layer-7 routing with path-based rules, host headers, URL rewrites, and WAF protection (OWASP Core Rule Set). - Azure API Management provides API abstraction, versioning, throttling, caching, JWT validation, and per-API policies. - Combined, App Gateway becomes the internet-facing secure entry point and Azure API Management the control plane for API governance. Scenario: Internet...
18/11/2025
Announcing the public preview of StandardV2 NAT Gateway and StandardV2 public IPs
In today’s rapidly changing digital landscape, organizations are innovating faster and delivering cloud native experiences at global scale. With this acceleration comes higher expectations: applications must remain always available. An outage in a single availability zone can have a ripple effect on application performance, user experience, and business continuity. To safeguard against zone outages, making your cloud architecture zone resilient isn't an option—it’s ...
18/11/2025
Compose for Agents on Azure Container Apps and Serverless GPU (public preview)
Empowering intelligent applications The next wave of AI is agentic
18/11/2025
🔐Secure AI Agent Knowledge Retrieval - Introducing Security Filters in Agent Loop
Building secure, permission-aware AI agents with Agent Loop We’re excited to introduce a new capability in Azure Logic Apps that enables document-level authorization for Retrieval-Augmented Generation (RAG) workflows. With security filters, you can now ensure that agents only retrieve and respond with information users are authorized to view. Why Security Trimming Matters In RAG-enabled workflows, agents often retrieve know...
18/11/2025
Enhancing Resiliency in Azure Compute Gallery
In today's cloud-driven world, ensuring the resiliency and recoverability of critical resources is top of mind for organizations of all sizes. Azure Compute Gallery (ACG) continues to evolve, introducing robust features that safeguard your virtual machine (VM) images and application artifacts. In this blog post, we'll explore two key resiliency innovations: the new Soft Delete feature (currently in preview) and Zonal Redundant Storage (ZRS) as the default storage type for image versions. Toge...
18/11/2025
Azure Functions Ignite 2025 Update
Azure Functions is redefining event-driven applications and high-scale APIs in 2025, accelerating innovation for developers building the next generation of intelligent, resilient, and scalable workloads. This year, our focus has been on empowering AI and agentic scenarios: remote MCP server hosting, bulletproofing agents with Durable Functions, and first-class support for critical technologies like OpenTelemetry, .NET 10 and Aspire. With major advances in serverless Flex Consumption, enhanced...
18/11/2025
Introducing Preview of Async Scaling for App Service Plans
Have you ever attempted to deploy or scale out an App Service Plan and received a 429 response that “Not enough available reserved instance servers to satisfy this request. Currently n instances are available. If you are changing instance size you can reserve up to n instances at this moment. If you are increasing instance count then you can add extra n instances at this moment. Please get available machines and retry later.”? If so, then we have a new capability wit...
18/11/2025
AI Toolkit Extension Pack for Visual Studio Code: Ignite 2025 Update
Unlock the Latest Agentic App Capabilities—Now Available with Ignite 2025 The Ignite 2025 update delivers a major leap forward for the AI Toolkit extension pack in VS Code, introducing a unified, end-to-end environment for building, visualizing, and deploying intelligent agentic applications. This release enables developers to build and debug locally in VS Code, then deploy to the cloud with a single click. Seamlessly switch between VS Code and the Foundry portal for visualization, o...
18/11/2025
Charting the Future of SOC: Human and AI Collaboration for Better Security
Co-authors: Rajiv Bharadwaja, Principal Software Engineering ManagerAbhishek Kumar, Principal Group Manager - Security Research & Operations Security operations centers are under pressure from unprecedented scale and complexity. Speed, precision, and consistency matter more than ever, and AI is everywhere—but hype alone doesn’t solve the challenge. This blog shares our journey and insights from building autonomous AI agents for MDR operations and...
18/11/2025
Fine-Tuning Healthcare AI Models: Custom Segmentation for Your Healthcare Data
This post is part of our healthcare AI fine-tuning series: MedImageInsight Fine-Tuning - Embeddings and classification MedImageParse Fine-Tuning - Segmentation and spatial understanding (you are here)
18/11/2025
What's new in Microsoft Intune at Ignite
Welcome to Microsoft Ignite, where the future of IT is being reimagined. Today we’re unveiling how Microsoft Intune is transforming endpoint management by putting AI at its core, with assistive chat-based and agentic experiences to help you streamline operations, unify cross-service insights, and enable scalable action, tailored to your organization's needs. With Security Copilot chat embedded across Intune, you gain expert assistance to help guide you through daily...
18/11/2025
Azure Intel® TDX confidential VMs momentum
Azure’s next generation of Confidential Virtual Machines powered by 5th Gen Intel® Xeon® processors (code-named Emerald Rapids) with Intel® Trust Domain Extensions (Intel® TDX) is out in preview now. This will help to enable organizations ...
18/11/2025
Azure delivers the first cloud VM with Intel Xeon 6 and CXL memory - now in Private Preview
Intel released their new Intel Xeon 6 6500/6700 series processor with P-cores this year. Intel Xeon 6 processors provide performance and scalability by delivering outstanding performance for transactional and analytical workloads and provide scale-up capacities of up to 64TB of memory. In addition, Intel Xeon 6 supports the new
18/11/2025
AI Gateway in Azure API Management Is Now Available in Microsoft Foundry (Preview)
For more than a decade, Azure API Management has been the trusted control plane for API governance, security, and observability on a global scale supporting more than 38,000 customers, almost 3 million APIs, and 3 trillion API requests every month. AI Gateway builds on this foundation, extending API Management’s proven governance, security, and observability model to AI workloads, including models, tools, and agents. Today, more than 1,200 enterprise customers use AI Gateway to safely operati...
18/11/2025
Announcing the Public Preview of AMLFS 20: Azure Managed Lustre New SKU for Massive AI&HPC Workloads
Sachin Sheth - Principal PDM Manager Brian Barbisch - Principal Group Software Engineering Manager Matt White - Principal Group Software Engineering Manager Brian Lepore - Principal Product Manager Wolfgang De Salvador - Senior Product Manager Ron Hogue - Senior Product...
18/11/2025
App Assure Powers Seamless Transitions for the new Outlook
Microsoft is continually evolving its products to deliver greater functionality, stronger security, and better experiences for users. That evolution is now underway for Outlook as we transition from classic Outlook to the new Outlook for Windows, a move that accelerates access to innovations like Copilot and other AI-native tools essential for success in today’s business landscape. <...
18/11/2025
Announcing General Availability: Azure Monitor dashboards with Grafana
Continuing our commitment to open-source solutions, we are announcing the general availability of Azure Monitor dashboards with Grafana. This service offers a powerful solution for cloud-native monitoring and visualizing all your Azure data. Dashboards with Grafana enable you to create and edit Grafana dashboards directly in the Azure portal without additional cost and less administrative overhea...
18/11/2025
Pantone’s Palette Generator enhances creative exploration with agentic AI on Azure
Color can be powerful. When creative professionals shape the mood and direction of their work, color plays a vital role because it provides context and cues for the end product or creation. For more than 60 years, creatives from all areas of design—including fashion, product, and digital—have turned to Pantone color guides to translate inspiration into precise, reproducible color choices. These guides offer a shared language for colors, as well as inspiration and communication a...
18/11/2025
Azure Linux: Driving Security in the Era of AI Innovation
Microsoft is advancing cloud and AI innovation with a clear focus on security, quality, and responsible practices. At Ignite 2025, Azure Linux reflects that commitment. As Microsoft’s ubiquitous Linux OS, it powers critical services and serves as the hub for security innovation. This year’s announcements, Azure Linux with OS Guard public preview and GA of pod sandboxing, reinforce security as one of our core priorities, helping customers build and run workloads with confidence in an increasin...
18/11/2025
Richer alt text in Word and PowerPoint, powered by generative AI
Today, I’m excited to announce a major improvement to how alt text is generated in Microsoft Word and PowerPoint for Windows.Leveraging generative AI, you can write richer, more descriptive, and more context-aware image descriptions.Richer alt text in Word and PowerPoint, powered by generative AI
18/11/2025
Announcing General Availability for AccelNet on Windows Server 2025
That’s why we’re bringing Accelerated Networking (AccelNet), the same technology used in Azure, to Windows Server 2025 Datacenter.Accelerated Networking (SR‑IOV) for Windows Server 2025 Datacenter solves this by: Bypassing the virtual switch for data plane traffic using SR‑IOV, reducing CPU overhead.
18/11/2025
Announcing Network HUD: Operational Network Monitoring for Windows Server 2025
Network HUD brings real-time health monitoring to Windows Server clusters, helping you catch misconfigurations and drift before they impact performance.Network HUD simplifies this by continuously monitoring your cluster’s networking health and surfacing actionable insights.Microsoft Learn
18/11/2025
Announcing the preview of Azure Local rack aware cluster
We are excited to announce the public preview of Azure Local rack aware cluster! We previously published a blog post with a sneak peek of Azure Local rack aware cluster and now, we're excited to share more details about its architecture, features, and benefits. Azure Local rack aware cluster is an advanced architecture designed to enhance fault tolerance and data distribution within an Azure Local instance. This solution enables you to cluster machines that are strategically placed across two physical racks in different rooms or buildings, connected by high bandwidth and low latency within the same location.Network architecture diagram of an Azure Local rack aware cluster instance
18/11/2025
Reimagining Data Excellence: SQL Server 2025 Accelerated by Pure Storage
The arrival of SQL Server 2025 marked a pivotal moment in the evolution of enterprise data management and modern AI application development from ground to cloud.Designed to transform data into actionable intelligence, it aligns perfectly with the Pure Storage mission to simplify, accelerate, and modernize data infrastructure.SQL Server 2025 calls the REST endpoint of the FlashArray system and takes a snapshot application consistent with no external tools.
18/11/2025
Build Smarter with Azure HorizonDB
Today, at Microsoft Ignite, we are announcing a new PostgreSQL database service - Azure HorizonDB.To help with database management we are introducing a set of new capabilities in PostgreSQL extension for Visual Studio Code, as well as announcing General Availability of the extension.We are excited to announce a new enhancement in the Microsoft’s state of the art vector indexing algorithm DiskANN – DiskANN Advanced Filtering.
18/11/2025
Introducing Word, Excel, and PowerPoint Agents in Microsoft 365 Copilot
The new Word, Excel, and PowerPoint Agents in Microsoft 365 Copilot are dedicated agents that help users create documents, spreadsheets, and presentations—directly in chat.With dedicated Word, Excel, and PowerPoint Agents in Microsoft 365 Copilot, users can now start projects in Copilot Chat—using natural language prompts to quickly generate documents, spreadsheets, and presentations. Word, Excel, and PowerPoint Agents in Microsoft 365 Copilot are just the beginning.
18/11/2025
Generally Available: Azure SQL Managed Instance Next-gen General Purpose
Next-gen General Purpose is the evolution of General Purpose service tier that brings significantly improved performance and scalability to power up your existing Azure SQL Managed Instance fleet and helps you bring more mission-critical SQL workloads to Azure.The new #SQLMINextGen General Purpose tier delivers a built-in performance upgrade available to all customers at no extra cost.The SQL Managed Instance General Purpose tier is designed with full separation of compute and storage layers.
18/11/2025
What's New in Azure App Service at #MSIgnite 2025
Azure App Service introduces a new approach to accelerate application migration and modernization at Microsoft Ignite 2025.Known as Managed Instance on Azure App Service, it enables seamless modernization of classic web apps to the cloud with minimal code changes, especially for apps with custom Windows dependencies.Other major updates include enhanced Aspire support for .NET developers on Azure App Service for Linux, new AI integration features, expanded language/runtime support, and improvements in scaling, networking, and developer experience.
18/11/2025
Stream data in near real time from SQL to Azure Event Hubs - Public preview
If near-real time integration is something you are looking to implement and you were looking for a simpler way to get the data out of SQL, keep reading. SQL is making it easier to integrate and Change Event Streaming is a feature continuing this trend. Modern applications and analytics platforms increasingly rely on event-driven architectures and real-time data pipelines. As the businesses speed up, real time decisio...
18/11/2025
Expanding Azure Arc for Hybrid and Multicloud Management
Hybrid and multi-cloud environments are no longer optional—they’re essential for modern enterprises. At Ignite 2025, we are announcing key enhancements to Azure Arc based on your feedback, designed to simplify governance, improve security, and deliver operational consistency across diverse infrastructures. Here’s what’s new: 1. Multicloud Connector for GCP – Public Preview Azure Arc now extends its multicloud reach with Google Cloud Platform (GCP)
18/11/2025
Public Preview: Multicloud connector support for Google Cloud
We are excited to announce that the Multicloud connector is now in preview for GCP environments.With the Multicloud connector, you can easily connect your GCP projects and AWS accounts to Azure with the following capabilities: The agentless inventory solution will periodically scan your GCP environment, project the discovered resources in GCP as Azure resources, including all of the GCP metadata like GCP labels.
18/11/2025
Accelerate your cloud migration journey with Azure Arc resource discovery in Azure Migrate (preview)
Today, we’re excited to announce a new preview capability that extends this value:Azure Migrate’s Arc-based discovery—designed to accelerate your migration decision-making and planning without additional on-premises deployments.With Arc-based discovery, you can leverage your existing Arc-enabled servers and Arc-enabled SQL Server instances to quickly gain insights into:Migration readiness for Azure targets such as Azure VMs, Azure SQL Database, and Azure SQL Managed Instance.
18/11/2025
AI-Powered Performance Testing
Performance testing is critical for delivering reliable, scalable applications. We have been working on AI-driven innovations in Azure Load Testing that will change how you author and analyze load tests. AI-Assisted Authoring of JMeter Scripts Writing high-quality load test scripts has traditionally required deep expertise. From setting correlations and think times to properly parameterizing inputs, it requires significant time and effort. This manual effort s...
18/11/2025
Optimize Your Cloud Environment Using Agentic AI
In today’s cloud-first world, optimization is no longer a luxury—it’s a strategic imperative. As IT professionals and developers navigate increasingly complex environments, the need to reduce costs, improve sustainability, and accelerate decision-making has never been more urgent. At Ignite 2025, Microsoft is introducing a new wave of agentic capabilities within Azure Copilot—one of the key capabilities includes the
18/11/2025
Empowering organizations with integrated data security: What’s new in Microsoft Purview
Today, data moves across clouds, apps, and devices at an unprecedented speed, often outside the visibility of siloed legacy tools. The rise of autonomous agents, generative AI, and distributed data ecosystems means that traditional perimeter-based security models are no longer sufficient. Even though companies are spending more than $213 billiongl...
18/11/2025
What’s New at Ignite: Powerful Enhancements in Unified Threat Intelligence
At Microsoft Ignite 2025, we’re unveiling transformative upgrades in threat intelligence designed to empower security teams. With the Threat Intelligence Briefing Agent now fully integrated into the Defender portal, defenders can shift from reactive to proactive security strategies, using Microsoft’s global intelligence combined with insights tailored to their organization. Additionally, the latest phase of the integration of Microsoft Defender Threat Intelligence (MDTI) with Defender XDR and...
18/11/2025
What's new in Azure Container Apps at Ignite'25
Azure Container Apps (ACA) is a fully managed serverless container platform that enables developers to design and deploy microservices and modern apps without requiring container expertise or needing infrastructure management. ACA is rapidly emerging as the preferred platform for hosting AI workloads and intelligent agents in the cloud. With features like code interpreter, Serverless GPUs, simplifi...
18/11/2025
Introducing optimized locking v2
Executive summary New improvements in optimized locking further reduce the overhead of locks in the MSSQL database engine. For many transactions, row and page locks aren’t taken at all while still retaining ACID transaction semantics. The improvements require no changes in customer workloads or configuration and are a part of optimized locking in SQL Server 2025, Azu...
18/11/2025
Simplify Application Monitoring for AKS with Azure Monitor (Public Preview)
As cloud-native workloads scale, customers increasingly expect application and infrastructure observability to be unified, automated, and devops-friendly. Azure Monitor is advancing this vision with Application Monitoring for Azure Kubernetes Service (AKS). With seamless onboarding and troubleshooting experiences in the Azure Portal, now in Public Preview. This new capability brings first-class OpenTelemetry&n...
18/11/2025
Resource governor - a new beginning
Executive summary In addition to increased CPU and memory limits, we are making another change to benefit customers using the SQL Server Standard edition. Starting with SQL Server 2025, resource governor, previously an Enterprise edition feature, is also available in the Standard edition. A powerful tool Resource governor has been a p...
18/11/2025
Unlocking Enterprise AI: SQL Server 2025 and NVIDIA Nemotron RAG Accelerate AI
Today, most of the world’s data still remains untapped, sitting in databases, documents, and systems across organizations. Enterprises are racing to unlock this data’s value by building the next wave of generative AI applications—solutions that can answer questions, summarize documents, and drive smarter decisions. At the heart of these innovations are retrieval-augmented generation (RAG) pipelines, which enable users to interactively engage with large amount of data that continuously evolves...
18/11/2025
SQL Server 2025 is Now Generally Available
Today at Ignite, we announce the general availability of SQL Server 2025. This marks the latest milestone in the more than 30-year history of SQL Server. It is also a key part of our commitment to the one consistent SQL promise, delivering consistent experience across on-premises, cloud, and SaaS environments, with one engine and one unified platform. Built on SQL Server’s foundation of best-in-class security, performance and availability, SQL Server 2025 is the AI-ready enterprise dat...
18/11/2025
Introducing Project Opal: A New Way to Get Task-Based Work Done
Today we’re introducing Project Opal in Microsoft 365 Copilot – a new AI-powered capability that executes task-based work inside a secure, observable environment you control. Every organization faces the challenge of repetitive, manual work – tasks that consume valuable time and take away from strategic priorities, creativity, and high-impact work. Consider the time it takes to gather information across multiple sites and tools for a compliance audit, onboarding new employees with equi...
18/11/2025
Azure app platform at Ignite 2025: New innovations for all your apps and agents
Software is evolving faster than ever, and organizations now operate across multiple generations of application architectures at once: AI apps and agents, cloud-native microservices, modernized enterprise applications, and mission-critical workloads that have powered their businesses for decades. To innovate at the pace AI demands, organizations need a unified platform that supports where they are today and accelerates where they’re going. The need has never been clearer: 95% of IT decision m...
18/11/2025
Scale with Ease: Simplified Setup and Management for Connectors
At Microsoft, we’re continuously evolving our platform to make it easier for organizations to connect their data, unlock insights, and maximize their Copilot experience. The Copilot connector ecosystem has expanded from 30 to over 75+ connectors, enabling seamless integration with the tools your organization relies on every day — from ServiceNow, Jira, and Confluence to shared drives and line-of-business applications. By indexing data from these key business apps, Copilot Connectors he...
18/11/2025
Building AI apps and agents for the new frontier
Every new wave of applications brings with it the promise of reshaping how we work, build and create. From digitization to web, from cloud to mobile, these shifts have made us all more connected, more engaged and more powerful. The incoming wave of agentic applications, estimated to number 1.3 billion over the next 2 years is no different. But the expectations of these new services are unprecedented, in part for how they will uniquely operate with both intelligence and agency, how they will a...
18/11/2025
Microsoft Ignite 2025: Power the next era of cybersecurity with Microsoft Sentinel
At Microsoft Ignite 2025, we’re showcasing how Microsoft Sentinel —trusted by over 40,000 customers worldwide— combines industry-leading SIEM capabilities with a purpose-built security data lake to transform security operations. This powerful combination delivers deep visibility, advanced analytics, and cost-efficiency—empowering security teams to detect, investigate, and respond faster in an AI-driven e...
18/11/2025
Microsoft Sentinel MCP Server - Generally Available With Exciting New Capabilities
Today, we’re excited to announce the General Availability of Microsoft Sentinel MCP (Model Context Protocol) server, a fully managed cloud service built on an open standard that empowers AI agents to seamlessly access your entire security context through natural language, eliminating the need for complex data engineering as you build agents. This unlocks new levels of AI agent performance and effectiveness, enabling them to do more for you. Since the public preview launch on Sept...
18/11/2025
Microsoft Security Store: Now Generally Available
When we launched the Microsoft Security Store in public preview on September 30, our goal was simple: make it easier for organizations to discover, purchase, and deploy trusted security solutions and AI agents that integrate seamlessly with Microsoft Security products. Today, Microsoft Security Store is generally available—with three major ...
18/11/2025
Post-Quantum Cryptography APIs Now Generally Available on Microsoft Platforms
Introduction We are excited to announce a significant leap forward in security: Post-Quantum Cryptography (PQC) algorithms are now generally available in Windows Server 2025 and Windows 11 clients (24H2,...
18/11/2025
Troubleshoot with OTLP signals in Azure Monitor (Limited Public Preview)
As organizations increasingly rely on distributed cloud-native applications, the need for comprehensive standards-based observability has never been greater. OpenTelemetry (OTel) has emerged as the industry standard for collecting and transmitting telemetry data, enabling unified monitoring across diverse platforms and services. Microsoft is among the
18/11/2025
Security as the core primitive in the agentic era: New innovations to secure AI agents and apps
This week at Microsoft Ignite, we shared our vision for Microsoft security -- In the agentic era, security must be ambient and autonomous, like the AI it protects. It must be woven into and around everything we build—from silicon to OS, to agents, apps, data, platforms, and clouds—and throughout everything we do. In this blog, we are going to dive deeper into many of the new innovations we are introducing this week to secure AI agents and apps. As I spend time with our customers and pa...
18/11/2025
Ignite 2025: Advancing Azure Database for MySQL with Powerful New Capabilities
At Ignite 2025, we’re introducing a wave of powerful new capabilities for Azure Database for MySQL, designed to help organizations modernize, scale, and innovate faster than ever before. From enhanced high availability and seamless serverless integrations to AI-powered insights and greater flexibility for developers, these advancements reflect our commitment to delivering a resilient, intelligent data platform. Join us as we unveil what’s next for MySQL on Azure - and discover how industry le...
18/11/2025
Accelerate frontline adoption of Microsoft Teams on personal devices
Frontline workers are the heartbeat of your organization and they need quick, secure access to Microsoft Teams to stay connected and productive. Yet, for many companies, onboarding Teams on a personal device can feel like a maze of extra steps due to security and compliance requirements. That’s where our new web-based onboarding experience comes in. This solution is designed to simplify and accelerate setup for frontline workers, ensuring they can start collaborating on their first day...
18/11/2025
Migration Agent - Unlocking transformation
IT Modernization is far more than adopting a new technology—it’s a transformative, ongoing journey that reshapes processes and culture. It has no finish line, and when embraced fully, it delivers lasting strategic advantage. Modernization unlocks agility, resilience and innovation to keep up with customer expectations and shifts in the competitive landscape. Cloud-native architectures are best positioned to support modernization while securely providing access to innovations such as A...
18/11/2025
Enhancing visibility into your identity fabric with Microsoft Defender
Layered identity security for the modern enterpriseIdentity Threat Detection and Response (ITDR) has to combine modern identity and access management (IAM) and security operations (SOC) through an integrated partnership between identity and security teams.Microsoft Defender’s latest identity security enhancements empower organizations to see and understand their entire identity fabric with unprecedented clarity.
18/11/2025
Public Preview: Azure Monitor Integration with Fabric Real Time Intelligence Eventhouse
Customers need to enable different scenarios to successfully operate their IT/OT environments and business processes for meeting business objectives. Building solutions to solve these problems requires deriving rich insights from telemetry data emitted by devices, assets, applications, typically, by combining with other data to answer business questions. The common need for the systems that produce the insights is the ability to obtain the data they need within acceptable latency, to process,...
18/11/2025
Introducing Microsoft Agent Factory
Introducing Microsoft Agent FactoryMicrosoft Agent Factory is a new program designed for organizations that want to move from experimentation to execution faster.With a single metered plan, organizations can build agents with Work IQ, Fabric IQ, and Foundry IQ using Microsoft Foundry and Copilot Studio.
18/11/2025
Windows CLAT Enters Private Preview: A Milestone for IPv6 Adoption
IPv6 Adoption: A Global Shift Since its standardization in the late 1990s, IPv6 has steadily gained traction. The last 15 years, especially since World IPv6 Launch Day in 2011, have seen significant progress. Global IPv6 adoption now hovers around 43 to 48%, with countries li...
18/11/2025
OpenShift Virtualization on Azure Red Hat OpenShift GA: Accelerating Hybrid Cloud Modernization
Today at Microsoft Ignite 2025, Red Hat OpenShift Virtualization on Azure Red Hat OpenShift reaches General Availability (GA), unlocking a unified platform where enterprise IT teams can run virtual machines and containers side by side. This milestone enables organizations to migrate legacy VMs to Azure, consolidate disparate infrastructure, and modernize applications at t...
18/11/2025
AI Agents Are Rewriting the App Modernization Playbook
The Modernization Moment: Why Now? Modernizing enterprise applications has historically been slow, manual, and costly. For many IT leaders and developers, it’s meant wrestling with aging frameworks, complex dependencies, and the constant tug-of-war between maintaining legacy systems and driving innovation. The stakes are high: every dollar spent on maintenance is a dollar not invested in the future. But the game is changing. Today, agentic AI is transforming mod...
18/11/2025
Azure PostgreSQL Lesson Learned#7: Database Missing After Planned Maintenance
If you’re running Azure Database for PostgreSQL Flexible Server, you might encounter a scenario where your database disappears after planned maintenance.The missing database files were located in a temporary tablespace.Unfortunately, data cannot be recovered because temporary tablespaces are excluded from backups during maintenance activities or server restarts.
18/11/2025
Copilot Studio and Azure AI Services, A Case Study on the Mix of the Two Worlds
Recently, I faced just such a challenge: a project requiring the processing of thousands of documents, each needing accurate Optical Character Recognition (OCR), structured data extraction, and seamless integration into business workflows.Microsoft’s Azure AI Services offer robust, scalable tools for document intelligence and data extraction, while Copilot Studio provides a low-code canvas to orchestrate workflows and empower business users.This case study explores how blending Azure AI’s advanced document processing with Copilot Studio’s low-code capabilities can deliver powerful, end-to-end solutions.
18/11/2025
Microsoft AI Tour Frankfurt: MVPs Leading the Way in AI Innovation
The Microsoft AI Tour in Frankfurt wasn’t just a showcase of cutting-edge technology—it was a celebration of community, collaboration, and learning. At the heart of this experience were our MVPs, who brought their expertise, energy, and passion to the event. From helping attendees navigate sessions to sharing real-world insights, MVPs played a vital role in making the AI Tour unforgettable.
18/11/2025
Forecasting the Future with Tree-Based Models for Time Series
Decision tree-based models in machine learning are frequently used for a wide range of predictive tasks such as classification and regression, typically on structured, tabular data.
18/11/2025
Solving the Data Challenge for Manufacturers with Sight Machine & Azure IoT Operations
Delivering Industrial AI: From Data to Results As manufacturers accelerate their digital transformation, the ability to unify and leverage operational data is the difference between incremental improvement and competitive advantage. Today, we’re launching a joint solution with Sight Machine, purpose-built to solve the OT data challenge and deliver the full Industrial AI stack in weeks, not months:
18/11/2025
Moving the Logic Apps Designer Forward
Today, we're excited to announce a major redesign of the Azure Logic Apps designer experience, now entering Public Preview for Standard workflows.While these improvements are currently Standard-only, our vision is to quickly extend them across all Logic Apps surfaces and SKUs.We're actively stabilizing the experience based on your feedback.
18/11/2025
Understanding Small Language Modes
In Part 1 of this series, we explored the key differences between Large Language Models (LLMs) and Small Language Models (SLMs) and why the latter are becoming essential for edge computing.In short, while LLMs like GPT-5 and Gemini are incredibly powerful, they depend on massive compute resources and constant connectivity.SLMs, with far fewer parameters, can run directly on devices such as smartphones, laptops, and embedded systems.
18/11/2025
Assess Security risks with Insights in Azure Migrate
That’s why we introduced Insights (preview) in Azure Migrate, to help you identify security risks before they become roadblocks during the migration journey. Security Insights in Azure Migrate provides an integrated dashboard that surfaces potential risks in your on-premises environment during migration planning.Security insights are limited to software and operating system data discovered through the Azure Migrate appliance quick discovery.
18/11/2025
From Policy to Practice: Built-In CIS Benchmarks on Azure - Flexible, Hybrid-Ready
Security is more important than ever. The industry-standard for secure machine configuration is the Center for Internet Security (CIS) Benchmarks. These benchmarks provide consensus-based prescriptive guidance to help organizations harden diverse systems, reduce risk, and streamline compliance with major regulatory frameworks and industry standards like NIST, HIPAA, and PCI DSS. In our
18/11/2025
Uni-MoE-2.0-Omni: An Open Qwen2.5-7B Based Omnimodal MoE for Text, Image, Audio and Video Understanding
How do you build one open model that can reliably understand text, images, audio and video while still running efficiently?A team of researchers from Harbin Institute of Technology, Shenzhen introduced Uni-MoE-2.0-Omni, a fully open omnimodal large model that pushes Lychee’s Uni-MoE line toward language centric multimodal reasoning.The system is trained from scratch on […]
18/11/2025
Innovations and Strengthening Platforms Reliability Through Open Source
The Linux Systems Group (LSG) at Microsoft is the team building OS innovations in Azure enabling secure and high-performance platforms that power millions of workloads worldwide. From providing the OS for Boost, optimizing Linux kernels for hyperscale environments or contributing to open-source projects like Rust-VMM and Cloud Hypervisor, LSG ensures customers get...
18/11/2025
How-to add an MCP tool to your Azure Foundry agent using dynamic sessions on Azure Container Apps
The following is a tutorial on how to use an MCP enabled dynamic session as a tool used in an Azure Foundry agent giving it the capability to run remote shell commands. After your agent is created, you can connect a remote MCP server as a tool for your agent to use.In this tutorial, we demonstrated how to extend Azure AI Foundry agents using Azure Container Apps dynamic session pools.
18/11/2025
Windows Server 2019 Retirement on AKS enabled by Azure Arc
Action Required: Migrate to Windows Server 2022 by April 2026 As previously announced, Microsoft is retiring Windows Server 2019 support on Azure Kuberne...
18/11/2025
Partner Blog | Securing the future: How Microsoft partners are powering AI-ready organizations
According to the Microsoft 2025 Work Trend Index Annual Report, 82% of leaders say they’re confident they’ll use AI agents as digital team members to expand workforce capacity in the next 12 to 18 months.In recognition of Cybersecurity Awareness Month, this blog post explores how you can build a stronger security practice and empower your customers to innovate safely, backed by Microsoft partner resources, incentives, and solutions.The average cost of a data breach now exceeds $4.4 million globally, and beyond the financial cost, weak security erodes trust.
18/11/2025
Reimagining Data Excellence: SQL Server 2025 Accelerated by Pure Storage
The arrival of SQL Server 2025 marked a pivotal moment in the evolution of enterprise data management and modern AI application development from ground to cloud.Designed to transform data into actionable intelligence, it aligns perfectly with the Pure Storage mission to simplify, accelerate, and modernize data infrastructure.It has evolved from a traditional database engine into an intelligent data platform designed for AI-driven operations for mission critical Enterprise workloads.
18/11/2025
Focal Loss vs Binary Cross-Entropy: A Practical Guide for Imbalanced Classification
Binary cross-entropy (BCE) is the default loss function for binary classification—but it breaks down badly on imbalanced datasets.The reason is subtle but important: BCE weighs mistakes from both classes equally, even when one class is extremely rare. Imagine two predictions: a minority-class sample with true label 1 predicted at 0.3, and a majority-class sample […]The post Focal Loss vs Binary Cross-Entropy: A Practical Guide for Imbalanced Classification appeared first on MarkTechPost.
18/11/2025
Redefine work in an AI-enhanced world: Attend the Frontier Firms webinar November 24, 2025
Our dynamic four-part webinar series, Agentic AI + Copilot Partner Skilling Accelerator, empowers you to use the Microsoft AI ecosystem to unlock new revenue streams and enhance customer success. Across four sessions, experts will deliver practical guidance, industry best practices, and proven strategies for applying AI tools in no-code, low-code, and pro-code scenarios. This live virtual event is scheduled for November 24, 2025.
18/11/2025
ZoomIt v9.21
ZoomIt v9.21 This update to ZoomIt, a screen magnification and annotation tool, fixes several minor bugs.
17/11/2025
Comprehensive VM Monitoring with OpenTelemetry performance counters
Monitoring virtual machines often requires multiple tools and manual investigation. You may see high CPU or memory usage, but identifying the process responsible usually means signing in to the VM and running diagnostic commands. Azure Monitor already provides Guest OS performance monitoring through Log Analytics‑based metrics, trusted for its flexibility, deep integration, and advanced analytics, including custom performance counters, extended retention, and powerful KQL queries. Many...
17/11/2025
Build smarter, connected agentic apps with Foundry Tools
Tools have the most impact when they’re easy to find and use, which is why we’re introducing Foundry Tools in Microsoft Foundry, a new unified catalog of cutting-edge tools, connectors, and MCP servers.Today we are making a series of announcements to empower developers to build AI agents that understand business context and may act on business systems:Today, we are excited to announce that we are making it easier to leverage our premier AI capabilities—including Azure Speech, Azure Document Intelligence, Azure Content Understanding, Azure Translator, and Azure Language—all in Foundry Tools.
17/11/2025
Securing Azure SQL Database with Microsoft Entra Password-less Authentication: Migration Guide
As part of this initiative, Microsoft Entra authentication for Azure SQL Database offers a modern, password less approach to access control that aligns with Zero Trust principles.To add Entra users from an external tenant, invite them as guest users to the Azure SQL Database's Entra administrator tenant.Migrating to Microsoft Entra password-less authentication for Azure SQL Database is a strategic investment in security, compliance, and operational efficiency.
17/11/2025
Upcoming November 2025 Microsoft 365 Champion Community Call
Join our next community call on November 25, 2025, or a recap of what was announced at Microsoft Ignite 2025.Once you register, you will receive an email confirmation and calendar invite with the webinar join link.While our calls are open to everyone, you must be a member of the Microsoft 365 Champion Program in order to access the presentation materials - the access link is in the initial welcome email and the monthly newsletter emails sent the week before the community calls.
17/11/2025
Handle Scale for Power State Operations using Scheduled Actions for Azure Virtual Machines.
Scheduled Actions handles retries on transient errors.Scheduled Actions sits above the APIs for VM power state operations and sends actions on your behalf.Scheduled Actions ensures maximum operational throughput for your subscription on large-scale concurrent requests.
17/11/2025
Google DeepMind’s WeatherNext 2 Uses Functional Generative Networks For 8x Faster Probabilistic Weather Forecasts
Google DeepMind Research have introduced WeatherNext 2, an AI based medium range global weather forecasting system that now powers upgraded forecasts in Google Search, Gemini, Pixel Weather and Google Maps Platform’s Weather API, with Google Maps integration coming next.It combines a new Functional Generative Network, or FGN, architecture with a large ensemble to deliver […]The post Google DeepMind’s WeatherNext 2 Uses Functional Generative Networks For 8x Faster Probabilistic Weather Forecasts appeared first on MarkTechPost.
17/11/2025
Linux on Azure at Microsoft Ignite 2025: What’s New, What to Attend, and Where to Find Us
Microsoft Ignite 2025 is almost here, and we’re heading back to San Francisco from November 17-21 with a full digital experience for those joining online.This year, Linux takes center stage in a big way.From new security innovations in Azure Linux to deeper AKS modernization capabilities and hands-on learning opportunities, Ignite 2025 is packed with content for anyone building, running, or securing Linux-based workloads in Azure.
17/11/2025
Rephrase text to suit your presentation narrative with Copilot
I’m excited to share that you can now quickly enhance content directly within your presentation with the help of Microsoft 365 Copilot in PowerPoint for Windows and PowerPoint for the web.Rephrase text to suit your presentation narrative with CopilotRewriting text in your PowerPoint slides is now quicker and more intuitive thanks to the new Auto-rewrite, Condense, Make professional, and Make it a list options.
17/11/2025
Azure CycleCloud 8.8 and CCWS 1.2 at SC25 and Ignite
Azure CycleCloud 8.8: Advancing HPC & AI Workloads with Smarter Health ChecksWith the release of CycleCloud 8.8, users gain access to a suite of new features designed to streamline cluster management, enhance health monitoring, and future-proof their HPC environments.5. Enterprise Linux 9 and Ubuntu 20.24 support
17/11/2025
Your next big move: Thriving in the reimagined Microsoft Marketplace
The Microsoft commercial marketplace has entered a new era – and if you’re an Independent Software Vendor (ISV) or Software Development Company (SDC), this is your ticket to scale.As of 25 September 2025, Microsoft unified Azure Marketplace and AppSource into a single, streamlined Microsoft Marketplace.ISV Success - Discover offers and benefits of ISV Success to help you take your apps and agents to the next level.Marketplace Rewards - Learn how Marketplace Rewards helps software development companies close deals and reach more customers
17/11/2025
How to Integrate Playwright MCP for AI-Driven Test Automation
With the introduction of Model Context Protocol (MCP), Playwright can now interact with AI models and external tools to make smarter testing decisions.This guide walks you through integrating MCP with Playwright in VSCode, starting from the basics, enabling you to build smarter, adaptive tests today.Step 3: Install MCP Server for VS Code
17/11/2025
Announcing the General Availability of the RabbitMQ Connector
We are pleased to announce the general availability of the RabbitMQ Connector in Logic Apps (Standard) which allows you to both send and receive messages between Logic Apps and RabbitMQ.To send a message, search for the RabbitMQ connector in your design experience.To Complete messages, in scenarios using peek-lock, search for the RabbitMQ connector within the Logic Apps designer.
17/11/2025
Collaborative Research by Microsoft and NVIDIA on Real-Time Immunity
To stay protected, enterprises need to adopt AI-powered cybersecurity systems that learn, anticipate, and respond as intelligent defenders.This is where Adversarial Learning, a critical new frontier in security, comes in.This post highlights how Microsoft and NVIDIA are transforming adversarial learning research into real-time, adaptive solutions to improve cyber defenses—leveraging GPU-accelerated computing to deliver scalable, adaptive protection.
17/11/2025
Get your FY26 FastTrack Recognized Solution Architect nominations in today!
The FastTrack Recognized Solution Architect (FTRSA) program highlights architects who go beyond basic implementation, driving customer success, fostering innovation, and advancing Microsoft’s ecosystem through outstanding technical expertise.Become a part of the community celebrating customer success in Power Platform & Dynamics 365 implementations.Apply here October 27-March 3:
17/11/2025
Native root detection support for Microsoft Defender on Android
That’s why we’re pleased to share that Microsoft Defender now includes built-in root detection on Android devices.With this update, Defender now detects rooted Android devices, whether they are managed or unmanaged.Join us in San Francisco, November 17–21, or online, November 18–20, for deep dives and practical labs to help you maximize your Microsoft Defender investments ad to get more from the Microsoft capabilities you already use.
17/11/2025
Assess and upgrade to SQL Server 2025 with SSMS Migration Component
Starting with SSMS 22, the Hybrid & Migration component now includes upgrade assessment for SQL Server 2025.SSMS also provides a streamlined migration path to the instance of higher version if in-place upgrade is not preferred.If you previously used Microsoft Data Migration Assistant (DMA) for upgrade assessments, SSMS migration component is now the recommended alternative.
17/11/2025
From listing to sale: Microsoft Marketplace made easy
This guide walks through how top software companies go transactable, combining AI, automation, and integrations to make it simple and scalable.Microsoft is doubling down on transactable listings as the foundation of its marketplace strategy.Suger combines automation, AI, and native integrations in one platform built for hyperscaler marketplaces.
17/11/2025
Defending the cloud: Azure neutralized a record-breaking 15 Tbps DDoS attack
On October 24, 2025, Azure DDOS Protection automatically detected and mitigated a multi-vector DDoS attack measuring 15.72 Tbps and nearly 3.64 billion packets per second (pps).This was the largest DDoS attack ever observed in the cloud and it targeted a single endpoint in Australia.The attack originated from Aisuru botnet.
17/11/2025
Transforming Security Analysis into a Repeatable, Auditable, and Agentic Workflow
Security analysis shouldn’t be an afterthought—it should be a continuous, auditable, and intelligence-driven process built directly into the engineering workflow. This work introduces an agentic security analysis pipeline that uses reasoning models and tool-based agents to detect variant vulnerabilities across large, fast-changing codebases.By combining automation with explainability, it transforms security validation from a manual, point-in-time task into a repeatable and trustworthy part of every build.The agentic patterns and tooling can support net-new vulnerability discovery through cross-binary pattern matching, regression detection using historical code comparisons, reproducibility checks aligned with SDL requirements, and model-assisted fuzzing orchestrated through CI/CD processes.
17/11/2025
Ignite your future with new security skills during Microsoft Ignite 2025
Ignite your future with new security skills during Microsoft Ignite 2025Take on the Secure and Govern AI with Confidence ChallengeOne of the challenges featured is the Secure and Govern AI with Confidence challenge.
17/11/2025
Progress Software and Process.Science offer transactable partner solutions in Microsoft Marketplace
Microsoft partners like Progress Software and Process.Science deliver transact-capable offers, which allow you to purchase directly from Microsoft Marketplace.Learn about these offers below:Process.Science Process Mining: Process.Science integrates process mining capabilities into Microsoft Power BI, allowing organizations to visualize and analyze event data directly within their existing Power BI environment.
17/11/2025
Announcing Public Preview: Exchange Online Admin API
Today, we are announcing the Public Preview of the Exchange Online Admin API – a REST based, cmdlet style administrative surface specifically designed to help organizations migrate away from EWS for specific Exchange admin scenarios and modernize automation workflows over HTTP.Exchange Web Services (EWS) is scheduled for deprecation in October 2026, yet many organizations still depend on EWS for specific Exchange administrative tasks due to unavailability of the alternate API for these scenarios.The Admin API provides a REST based, cmdlet style alternative for these scenarios, enabling modern automation while preserving familiar semantics for Exchange administrators.
17/11/2025
New Compliance Solutions in Microsoft Sentinel: HIPAA & GDPR Reports
Helps organizations demonstrate compliance with the General Data Protection Regulation (GDPR) and protect personal data in cloud and hybrid environments.This solution provides a unified workbook that consolidates data from Alerts and Incidents, Microsoft Purview, Azure SQL Databases, Microsoft 365, User & Entity Behavior Analytics (UEBA), and Entra ID.To unlock the full potential of the HIPAA Compliance Solution, you need to integrate key data sources into Microsoft Sentinel.
17/11/2025
Secure Azure Stream Analytics Jobs in Dedicated Clusters Using Managed PE for Blob Input/Output
Azure Stream Analytics supports Dedicated Clusters and Managed Private Endpoints, enabling jobs to run in isolated environments and connect privately to Azure resources without exposing them to the public internet.The Stream Analytics Cluster resource provides dedicated compute for running multiple jobs securely and at scale.# Create a Managed Private Endpoint for Stream Analytics Job to access Storage Account
17/11/2025
Meta AI Introduces DreamGym: A Textual Experience Synthesizer For Reinforcement learning RL Agents
Reinforcement learning RL for large language model LLM agents looks attractive on paper, but in practice it breaks on cost, infrastructure and reward noise.Training an agent that clicks through web pages or completes multi step tool use can easily need tens of thousands of real interactions, each slow, brittle and hard to reset.The post Meta AI Introduces DreamGym: A Textual Experience Synthesizer For Reinforcement learning RL Agents appeared first on MarkTechPost.
17/11/2025
Duplicate detection in Logic App Trigger
Duplicate Detection in Logic App TriggerIn certain scenarios, a Logic App may process the same item multiple times due to various reasons.To address this issue, I implemented a solution using the Logic Apps REST API:Workflow Runs - List - REST API (Azure Logic Apps) |
17/11/2025
A Coding Guide to Implement Advanced Hyperparameter Optimization with Optuna using Pruning Multi-Objective Search, Early Stopping, and Deep Visual Analysis
In this tutorial, we implement an advanced Optuna workflow that systematically explores pruning, multi-objective optimization, custom callbacks, and rich visualization.Through each snippet, we see how Optuna helps us shape smarter search spaces, speed up experiments, and extract insights that guide model improvement.The post A Coding Guide to Implement Advanced Hyperparameter Optimization with Optuna using Pruning Multi-Objective Search, Early Stopping, and Deep Visual Analysis appeared first on MarkTechPost.
17/11/2025
From Code to Cloud: Python-Driven Microsoft Fabric Deployments
Create an Azure Service Principal and configure variable groups in Azure DevOps for both DEV and PROD environments:This automated deployment solution for Microsoft Fabric ensures reliable, repeatable, and secure artifact management across multiple environments.By leveraging Azure DevOps, Python scripting, and robust configuration files, teams can achieve seamless CI/CD for complex Fabric projects.
17/11/2025
MDE for Non‑Persistent VDI — Implementation Guide & Best Practices.
1. Overview: Microsoft Defender for Endpoint (MDE) for Non‑Persistent VDIDownload the Windows onboarding package (Deployment method: VDI onboarding scripts for non‑persistent endpoints).Configure Microsoft Defender Antivirus on RDS/VDI: https://learn.microsoft.com/en-us/defender-endpoint/deployment-vdi-microsoft-defender-antivirus
17/11/2025
Google DeepMind Introduces SIMA 2, A Gemini Powered Generalist Agent For Complex 3D Virtual Worlds
Google DeepMind has released SIMA 2 to test how far generalist embodied agents can go inside complex 3D game worlds.SIMA’s (Scalable Instructable Multiworld Agent) new version upgrades the original instruction follower into a Gemini driven system that reasons about goals, explains its plans, and improves from self play in many different environments.The post Google DeepMind Introduces SIMA 2, A Gemini Powered Generalist Agent For Complex 3D Virtual Worlds appeared first on MarkTechPost.
16/11/2025
AI Interview Series #2: Explain Some of the Common Model Context Protocol (MCP) Security Vulnerabilities
In this part of the Interview Series, we’ll look at some of the common security vulnerabilities in the Model Context Protocol (MCP) — a framework designed to let LLMs safely interact with external tools and data sources.While MCP brings structure and transparency to how models access context, it also introduces new security risks if […]The post AI Interview Series #2: Explain Some of the Common Model Context Protocol (MCP) Security Vulnerabilities appeared first on MarkTechPost.
16/11/2025
Comparing the Top 4 Agentic AI Browsers in 2025: Atlas vs Copilot Mode vs Dia vs Comet
Agentic AI browsers are moving the model from ‘answering about the web’ to operating on the web.In 2025, four AI browsers define this space: OpenAI’s ChatGPT Atlas, Microsoft Edge with Copilot Mode, The Browser Company’s Dia, and Perplexity’s Comet.Each makes different design choices around autonomy, memory, and privacy.
16/11/2025
How to Build Memory-Powered Agentic AI That Learns Continuously Through Episodic Experiences and Semantic Patterns for Long-Term Autonomy
In this tutorial, we explore how to build agentic systems that think beyond a single interaction by utilizing memory as a core capability.We walk through how we design episodic memory to store experiences and semantic memory to capture long-term patterns, allowing the agent to evolve its behaviour over multiple sessions.The post How to Build Memory-Powered Agentic AI That Learns Continuously Through Episodic Experiences and Semantic Patterns for Long-Term Autonomy appeared first on MarkTechPost.
16/11/2025
Cerebras Releases MiniMax-M2-REAP-162B-A10B: A Memory Efficient Version of MiniMax-M2 for Long Context Coding Agents
Cerebras has released MiniMax-M2-REAP-162B-A10B, a compressed Sparse Mixture-of-Experts (SMoE) Causal Language Model derived from MiniMax-M2, using the new Router weighted Expert Activation Pruning (REAP) method.The model keeps the behavior of the original 230B total, 10B active MiniMax M2, while pruning experts and reducing memory for deployment focused workloads such as coding agents and tool […]The post Cerebras Releases MiniMax-M2-REAP-162B-A10B: A Memory Efficient Version of MiniMax-M2 for Long Context Coding Agents appeared first on MarkTechPost.
16/11/2025
Public Preview of Azure Native Dell PowerScale
Dell and Microsoft are extending their partnership by bringing Dell's flagship unstructured data product, OneFS, to Azure as a new fully managed offering – now in Public Preview.Microsoft customers can now choose between two flavors of Dell PowerScale.Dell PowerScale for Microsoft Azure is a fully managed service, implemented as an Azure Native ISV service (LINK).
15/11/2025
MBZUAI Researchers Introduce PAN: A General World Model For Interactable Long Horizon Simulation
Most text to video models generate a single clip from a prompt and then stop.They do not keep an internal world state that persists as actions arrive over time.PAN, a new model from MBZUAI’s Institute of Foundation Models, is designed to fill that gap by acting as a general world model that predicts […]
15/11/2025
How to Design a Fully Interactive, Reactive, and Dynamic Terminal-Based Data Dashboard Using Textual?
In this tutorial, we build an advanced interactive dashboard using Textual, and we explore how terminal-first UI frameworks can feel as expressive and dynamic as modern web dashboards.As we write and run each snippet, we actively construct the interface piece by piece, widgets, layouts, reactive state, and event flows, so we can see how […]The post How to Design a Fully Interactive, Reactive, and Dynamic Terminal-Based Data Dashboard Using Textual? appeared first on MarkTechPost.
15/11/2025
Comparing the Top 5 AI Agent Architectures in 2025: Hierarchical, Swarm, Meta Learning, Modular, Evolutionary
In 2025, ‘building an AI agent’ mostly means choosing an agent architecture: how perception, memory, learning, planning, and action are organized and coordinated.This comparison article looks at 5 concrete architectures: Comparison of the 5 architectures Architecture Control topology Learning focus Typical use cases Hierarchical Cognitive Agent Centralized, layered Layer specific control and planning Robotics, […]The post Comparing the Top 5 AI Agent Architectures in 2025: Hierarchical, Swarm, Meta Learning, Modular, Evolutionary appeared first on MarkTechPost.
15/11/2025
Azure Databricks Cost Optimization: A Practical Guide
This guide walks through a proven approach to Databricks cost optimization, structured in three phases: Discovery, Best Practices Alignment, and Team Alignment & Next Steps. Databricks Unity Catalog provides system tables that store operational data for your account.Prebuilt Queries: Use top queries with system tables to answer meaningful cost questions.
15/11/2025
ESPC25 – Dublin | Microsoft event guide
European SharePoint Conference 2025 |Dublin, Ireland, is one of the most dynamic and innovative tech cities in Europe, making it the perfect place for in-person, in-depth learning at the European SharePoint Conference—now simply branded as ESPC25—December 1–4, 2025.The European SharePoint Conference (ESPC), now known simply as ESPC, is one of the largest and most prominent events in Europe dedicated to Microsoft technologies, particularly Microsoft 365 and Azure.
15/11/2025
OpenAI Researchers Train Weight Sparse Transformers to Expose Interpretable Circuits
If neural networks are now making decisions everywhere from code editors to safety systems, how can we actually see the specific circuits inside that drive each behavior?OpenAI has introduced a new mechanistic interpretability research study that trains language models to use sparse internal wiring, so that model behavior can be explained using small, explicit […]The post OpenAI Researchers Train Weight Sparse Transformers to Expose Interpretable Circuits appeared first on MarkTechPost.
15/11/2025
SharePoint Embedded guide for software companies: Use cases make it real for customers
A: The most successful multi-tenant software companies use the owning and consuming tenant approach. Once you have developed your application and it’s ready to be deployed to a customer, customers want to maintain control of their data, use the security configuration they have configured and compliance controls across their entire data estate. What they don’t want to do is store data outside of their tenant. When using SharePoint Embedded, you control the application, your customer controls their data.When you’re ready to bring on a new customer, you simply register SharePoint Embedded on the consuming tenant (your customer). As documents are added through your application, they reside in the consuming tenant and all the security boundaries they have configured.A: SharePoint Embedded inherits Office 365's data residency capabilities, which often exceeds what most software companies can provide on their own:
14/11/2025
Ignite 2025: New Microsoft Sentinel Connectors Announcement
Recognized as a leader by Gartner and Forrester, Microsoft Sentinel is a platform for all of security, evolving to unify signals, cut costs, and power agentic AI for the modern SOC.With over 350+ integrations available, organizations can seamlessly bring data from a wide range of sources into Microsoft Sentinel’s analytics and data lake tiers.Today we showcase some of the most recent additions to our growing Microsoft Sentinel ecosystem spanning categories such as cloud security, endpoint protection, identity, IT operations, threat intelligence, compliance, and more:
14/11/2025
Fine-Tuning Healthcare AI Models: Grounded Findings Generation with CXRReportGen
CXRReportGen is both a language model and a detection model, so we can improve the clinical accuracy of detection and language generation to adapt to local contexts: imaging/population characteristics, clinical patterns, and institutional reporting styles.That’s why we’re excited to announce the fine-tuning capability for CXRReportGen, which enables you to harness your existing data to create a model that not only delivers greater clinical accuracy but also produces findings and reports that match your organization’s preferred style and formatting.CXRReportGen is Microsoft’s grounded report generation model for chest X-rays.
14/11/2025
Unlocking Developer Innovation with Microsoft Sentinel data lake
Microsoft Sentinel is evolving rapidly, transforming to be both an industry-leading SIEM and an AI-ready platform that empowers agentic defense across the security ecosystem.In our recent webinar: Introduction to Sentinel data lake for Developers, we explored how developers can leverage Sentinel’s unified data lake, extensible architecture, and integrated tools to build innovative security solutions.This post summarizes the key takeaways and actionable insights for developers looking to harness the full power of Sentinel.
14/11/2025
Microsoft and Rockwell Automation: Transforming Industrial AI Together
Rockwell Automation’s FactoryTalk Optix and Microsoft’s Azure IoT Operations together deliver a powerful foundation for industrial transformation.FactoryTalk Optix provides a modern, flexible visualization platform for real-time monitoring and control of OT systems.Paired with Azure IoT Operations, a unified, adaptive cloud solution built on open standards and powered by Azure Arc, manufacturers gain seamless connectivity across the factory floor enabling edge to cloud orchestration.
14/11/2025
Title Plan Update – November 14, 2025
November 14, 2025 Title Plan Now AvailableAccess the latest Instructor-Led Training (ILT) updates anytime at http://aka.ms/Courseware_Title_Plan to ensure you're always working from the most current version.📌 Reminder: To help you stay informed more quickly and consistently, we’ve moved to a weekly publishing cadence for the title plan.
14/11/2025
Join Microsoft @ SC25: Experience HPC and AI Innovation
Supercomputing 2025 is coming to St. Louis, MO, November 16–21!Visit Microsoft Booth #1627 to explore cutting-edge HPC and AI solutions, connect with experts, and experience interactive demos that showcase the future of compute.Alpine Formula 1 Showcar: Snap a photo with a real Alpine F1 car and learn how high-performance computing drives innovation in motorsports.
14/11/2025
Debunking the myth: Cloud-native Windows devices and access to on-premises resources
Microsoft’s vision for secure, productive workplaces is clear: adopt cloud-first services, integrate Zero Trust throughout, and deploy Windows 11 devices as cloud-native endpoints to stay agile and future-ready.On your Zero Trust journey, if you need to provide access to on-premises applications and services, consider replacing your traditional VPN with a modern solution, enabled by Microsoft Entra Private Access.The Zero Trust Workshop is a guided framework to help you translate your Zero Trust strategy into actionable implementation steps which track your deployment progress and align with Microsoft recommendations.
14/11/2025
Improved search dropdown placement in OneNote on Windows
I’m happy to share improvements to the search experience in Microsoft OneNote on Windows, especially for those of you using the Horizontal Tabs layout where the page list is on the right.Improved search dropdown placement in OneNote on WindowsWith this update, we’ve repositioned the search dropdown to minimize overlap with your page.
14/11/2025
Accelerating HPC and EDA with Powerful Azure NetApp Files Enhancements
Azure NetApp Files continues to evolve, delivering ever improving enterprise-grade storage innovations that empower workloads such as High-Performance Computing (HPC) and Electronic Design Automation (EDA) teams to scale, collaborate, and innovate faster.This brand-new Validating Scalable EDA Storage Performance: Azure NetApp Files and SPECstorage Solution 2020 article provides an in-depth look at the capabilities of Azure NetApp Files and its advantages for EDA teams, highlighting its extreme performance and linear scalability for EDA workloads.The Azure NetApp Files migration assistant (now with Azure portal experience) is a purpose-built tool that streamlines the migration of data from on-premises NetApp® ONTAP® systems or Cloud Volumes ONTAP® into Azure NetApp Files.
14/11/2025
Welcome Back Federal! Try this Prompt of the Week to get Caught Up.
This blog post introduces a powerful Copilot prompt designed to help you catch up fast and prioritize effectively, so you can focus on what matters most without wasting hours sifting through updates.The Solution: Microsoft 365 Copilot PromptComprehensive Scan: Reviews all recent emails, Teams chats, and meetings since your return date.
14/11/2025
How to Design an Advanced Multi-Agent Reasoning System with spaCy Featuring Planning, Reflection, Memory, and Knowledge Graphs
In this tutorial, we build an advanced Agentic AI system using spaCy, designed to allow multiple intelligent agents to reason, collaborate, reflect, and learn from experience.We work through the entire pipeline step by step, observing how each agent processes tasks using planning, memory, communication, and semantic reasoning.The post How to Design an Advanced Multi-Agent Reasoning System with spaCy Featuring Planning, Reflection, Memory, and Knowledge Graphs appeared first on MarkTechPost.
14/11/2025
Azure Virtual Network Manager + Azure Virtual WAN
Azure continues to expand its networking capabilities, with Azure Virtual Network Manager (AVNM) and Azure Virtual WAN (vWAN) standing out as two of the most transformative services.Virtual WAN replaces a do-it-yourself hub VNet with a fully managed hub service: Where Azure Virtual Network Manager Steps In?
14/11/2025
Delivering web applications over IPv6
Comparison with DNS-Based Solutions:Unlike Traffic Manager or other DNS-based global load balancing solutions, Global Load Balancer provides:- Instant Failover: No DNS TTL delays - failover happens within seconds at the network level.- True Anycast: Single IP address that works globally without client-side DNS resolution.- Consistent Performance: Geo-proximity routing through Microsoft's backbone network ensures optimal paths.- Simplified Management: No DNS record management or TTL considerations.Azure Application Gateway can be deployed in a single region to provide IPv6 access to applications in that region.Azure Front Door Premium introduces Private Link integration, enabling secure, private connectivity between Front Door and backend resources, without exposing them to the public internet.
14/11/2025
Comparing the Top 6 Agent-Native Rails for the Agentic Internet: MCP, A2A, AP2, ACP, x402, and Kite
As AI agents move from single-app copilots to autonomous systems that browse, transact, and coordinate with each other, a new infrastructure layer is emerging underneath them.This article compares six key “agent-native rails” — MCP, A2A, AP2, ACP, x402, and Kite — focusing on how they standardize tool access, inter-agent communication, payment authorization, and settlement, […]The post Comparing the Top 6 Agent-Native Rails for the Agentic Internet: MCP, A2A, AP2, ACP, x402, and Kite appeared first on MarkTechPost.
14/11/2025
Meet SDialog: An Open-Source Python Toolkit for Building, Simulating, and Evaluating LLM-based Conversational Agents End-to-End
Meet SDialog, an open sourced Python toolkit for synthetic dialogue generation, evaluation, and interpretability that targets the full conversational pipeline from agent definition to analysis.It standardizes how a Dialog is represented and […]The post Meet SDialog: An Open-Source Python Toolkit for Building, Simulating, and Evaluating LLM-based Conversational Agents End-to-End appeared first on MarkTechPost.
14/11/2025
🚀 Mission Agent Possible: Your Chance to Build, Solve, and Win at Microsoft Ignite 2025!
🔍 What’s Mission Agent Possible?Create an AI AgentThe contest officially kicks off on November 18 and closes on November 20 (PST):👉 https://aka.ms/ignite25/mission-agent👉 https://aka.ms/models-blog
14/11/2025
NVIDIA AI Introduces TiDAR: A Hybrid Diffusion Autoregressive Architecture For High Throughput LLM Inference
NVIDIA researchers propose TiDAR, a sequence level hybrid language model that drafts tokens with diffusion and samples them autoregressively in a single forward pass.The main goal of this research is to reach autoregressive […]The post NVIDIA AI Introduces TiDAR: A Hybrid Diffusion Autoregressive Architecture For High Throughput LLM Inference appeared first on MarkTechPost.
14/11/2025
Power Platform Community Conference: MVPs, Community, Insights & Inspiration
At the Power Platform Community Conference (PPCC), Microsoft senior leaders, product engineers, and Microsoft MVPs from around the world came together to teach, demo, and answer hundreds of real‑world questions - showcasing how vibrant and hands‑on this community truly is.This year’s conversations ranged from governance on a budget to app performance tuning and the accelerating role of AI‑powered copilots.Looking ahead, AI and Copilot are reshaping how we build on the Power Platform - here’s how Dian sees it, “AI and Copilot is already reshaping how we build on the Power Platform today.
14/11/2025
GPT‑5.1 in Foundry: A Workhorse for Reasoning, Coding, and Chat
Azure AI Foundry is unveiling OpenAI’s GPT-5.1 series, the next generation of reasoning, analytics, and conversational intelligence.The following models will be rolling out in Foundry today:GPT-5.1-codex: optimized for long-running conversations with enhanced tools and agentic workflows
14/11/2025
New OneNote Class Notebook LTI 1.3 integration in the Microsoft 365 LTI app
OneNote Class Notebook is entering a new era with a modern, unified LTI® 1.3 integration (as part of the Microsoft 365 LTI app) that brings back automatic roster sync and streamlines how educators and students use Class Notebooks within their LMS.This update is designed to benefit both educators and IT admins, making it easier to set up Class Notebooks and keep them in sync with course enrollments.In this article, we’ll cover the key new features, use cases, and next steps -- and how the new integration replaces the older LTI 1.1 tool (which is retiring in 2026).
14/11/2025
How to Build a Fully Self-Verifying Data Operations AI Agent Using Local Hugging Face Models for Automated Planning, Execution, and Testing
In this tutorial, we build a self-verifying DataOps AIAgent that can plan, execute, and test data operations automatically using local Hugging Face models.We design the agent with three intelligent roles: a Planner that creates an execution strategy, an Executor that writes and runs code using pandas, and a Tester that validates the results for […]The post How to Build a Fully Self-Verifying Data Operations AI Agent Using Local Hugging Face Models for Automated Planning, Execution, and Testing appeared first on MarkTechPost.
13/11/2025
How Powerful are Diffusion LLMs? Rethinking Generation with Any-Process Masked Diffusion Models
How powerful are Diffusion LLMs compared to classic autoregressive LLMs, once you treat generation as an algorithm with time and space complexity, not just as a decoding trick?A new research paper from a team researchers from Toyota Technological Institute at Chicago and MIT gives a formal answer.This new research compares Auto-Regressive Models (ARM), […]
13/11/2025
From AI to ecosystem strategy: Why UP LIVE Reston was a game-changer
With keynotes from top Microsoft leaders, immersive workshops, and a curated executive audience, this wasn’t just another conference — it was a strategic accelerator for the future of partnering.From Copilot to Agentic AI, Microsoft and its partners are leading the charge in redefining how innovation is delivered.Only 5% of buyers are ready to buy now, and 90% will choose from their “Day 1 list.”
13/11/2025
Cumulative Update #22 for SQL Server 2022 RTM
The 22nd cumulative update release for SQL Server 2022 RTM is now available for download at the Microsoft Downloads site.Please note that registration is no longer required to download Cumulative updates.To learn more about the release or servicing model, please visit:Starting with SQL Server 2017, we adopted a new modern servicing model.
13/11/2025
ProcDump v11.1
ProcDump v11.1 This update to ProcDump, a command-line utility for generating memory dumps from running processes, fixes several minor bugs.
13/11/2025
Bulletproof agents with the durable task extension for Microsoft Agent Framework
Today, we're thrilled to announce the public preview of the durable task extension for Microsoft Agent Framework.This extension transforms how you build production-ready, resilient and scalable AI agents by bringing the proven durable execution (survives crashes and restarts) and distributed execution (runs across multiple instances) capabilities of Azure Durable Functions directly into the Microsoft Agent Framework.Example scenario: A content publishing agent that generates drafts, sends them to human reviewers, and waits days for approval without running (or paying for) compute resources during the review period.
13/11/2025
Profiles in Partnership Ep 27 | Fueling Growth: How IAMCP & MSDynamicsWorld.com Collaboration Empowers Members
In this environment, two organizations are standing out as true game-changers: MSDynamicsWorld (MSDW) and the International Association of Microsoft Channel Partners (IAMCP).Two organizations are leading this charge: MSDynamicsWorld (MSDW) and the International Association of Microsoft Channel Partners (IAMCP).At the heart of the Microsoft partner landscape are three engines of opportunity: Dynamics 365, Business Central, and the Power Platform.
13/11/2025
Course Retirement Announcement: MS-4008 and MS-4012
MS-4008: Microsoft 365 Copilot Interactive Experience for ExecutivesRetirement date: December 31, 2025Replacement course: N/A
13/11/2025
Microsoft SAP Partner Community Kick-Off – Recap
Welcome to the Microsoft SAP Partner Community!This collaborative hub is designed to help SAP partners leverage Microsoft technologies, accelerate SAP migrations to Azure, and drive business growth through shared resources and incentives.Foster collaboration among SAP partners to share knowledge, best practices, and innovative solutions.
13/11/2025
GPT‑5.1 in Foundry: A Workhorse for Reasoning, Coding, and Chat
Today marks a significant moment for enterprise AI innovation: Azure AI Foundry is unveiling OpenAI’s GPT-5.1 series, the next generation of reasoning, analytics, and conversational intelligence.The GPT-5.1 series is built to respond faster to users in a variety of situations with adaptive reasoning, improving latency and cost efficiency across the series by varying thinking time more significantly.The GPT-5.1 series is now available in Foundry Models.
13/11/2025
New Microsoft Certified: AI Transformation Leader Certification
The Microsoft Certified: AI Transformation Leader Certification validates your expertise in these skills.Take advantage of the discounted beta exam offer.Get ready to take Exam AB-731 (beta):
13/11/2025
Learn to deploy Teams Rooms on Windows in minutes with Autopilot + Auto-login!
It’s never been easier to deploy Teams Rooms on Windows devices at scale than with Autopilot and Auto-login, you or your Microsoft Teams Rooms partner can securely deploy Teams Rooms in minutes.There are various ways to collect and upload the Autopilot information:Since each Teams Room device is a bit different, we’ve partnered with each Teams Rooms manufacturer to create instructional videos with their best practice recommendations for how to use Autopilot + Autologin to deploy their Teams Rooms on Windows devices including how they recommend uploading the device Autopilot information.
13/11/2025
Partner Blog | Know before you go: Microsoft Ignite
Microsoft Ignite is almost here.You will hear from Microsoft engineering and business leaders, explore new AI product capabilities, and see how partners are scaling intelligent solutions in the market.The experience brings together deep technical content, hands-on learning, networking opportunities, and direct engagement with experts who are shaping the future of cloud and AI platforms.
13/11/2025
New Microsoft Certified: AI Business Professional Certification
If this is your skill set, we have a new Microsoft Certification for you.The Microsoft Certified: AI Business Professional Certification validates your expertise in these skills.Take advantage of the discounted beta exam offer.
13/11/2025
Secure Boot playbook for certificates expiring in 2026
The first set of tools and steps are now available to help you proactively update your Secure Boot certificates before they expire in June of 2026.To get the updates that include the Group Policy for deploying Secure Boot certificate updates, download the latest Administrative Templates (.admx) for Windows 11 and Windows Server.Check the Secure Boot status of your devices before and after deployment.
13/11/2025
Build your first AI Agent with Azure App Service
Azure App Service is the go-to platform for building your first AI application because it eliminates infrastructure complexity while delivering enterprise-grade capabilities.As a fully managed Platform-as-a-Service (PaaS), it offers native integration with Azure AI services like Azure OpenAI, built-in DevOps support with GitHub Actions and Codespaces, and multi-language flexibility so you can build with what you know.Getting Started with AI on App Service
13/11/2025
[Public Preview] Introducing Customizable Security Baseline Policies in Machine Configuration
Background: Azure Machine Configuration remains committed to enabling greater security and simplicity in at-scale server management for all Azure customers.Machine Configuration (previously known as Azure Policy Guest Configuration) enables both built-in and custom configuration as code allowing you to audit and configure OS, app, and workload level settings at scale, both for machines running in Azure and hybrid Azure Arc-enabled servers.We’re excited to announce Public Preview support for Customizable Security Baselines in Azure Policy and Machine Configuration.
13/11/2025
Profiles in Partnership Ep 25 | Scaling Smart: Automated Collaboration and AI Governance
Without a governance plan, AI agents, Copilot integrations, and Power Platform apps can quickly spiral into a security, compliance, and productivity nightmare.That product evolved into Rencore, a SaaS platform hosted on Azure that now helps enterprises govern collaboration, low-code development, and AI environments at scale.Matt calls it agent sprawl — and without Copilot governance and lifecycle management, it’s a ticking compliance and security time bomb.
13/11/2025
Sploitlight: Hunting Beyond the Patch
In early 2025 Microsoft disclosed CVE-2025-31199, a macOS vulnerability that abused Spotlight, macOS’s metadata importer framework to bypass Transparency, Consent, and Control (TCC). After the Defender team reported this to Apple, a patch was released that closed the hole.[1] So, in this article, we teach you how to hunt beyond the patch!We recommend hunting for patterns around importers, indexing behavior, and TCC privileged binaries to help detect attempts to rebuild this chain of abuse.
13/11/2025
New: Microsoft 365 Certified: Copilot and Agent Administration Fundamentals
The Microsoft 365 Certified: Copilot and Agent Administration Fundamentals Certification validates that you understand what's required to support and protect an AI-enabled Microsoft 365 environment.The new Certification shows employers that you understand how to configure, secure, and govern Copilot and agents across Microsoft 365 to help keep your organization productive and compliant, that you know the fundamentals of identity, security, and compliance so you can support AI adoption, and that you not only know how to use AI but also how to enable and manage AI in the workplace.Take advantage of the discounted beta exam offer.
13/11/2025
Introducing Customizable Security Baselines in Azure Policy and Machine Configuration
Machine Configuration (previously known as Azure Policy Guest Configuration) enables both built-in and custom configuration as code allowing you to audit and configure OS, app, and workload level settings at scale, both for machines running in Azure and hybrid Azure Arc-enabled servers.We’re excited to announce Public Preview support for Customizable Security Baselines in Azure Policy and Machine Configuration.This feature empowers you to tailor industry security benchmarks—such as CIS benchmarks for Linux or Azure Security Baselines for Windows and Linux —to align with your organization’s unique compliance standards across both Azure and Arc-connected machines.
13/11/2025
Microsoft 365 Insider program turns 10!
The Microsoft 365 Insider program is 10 years old today!And many of those have been influenced by and benefited from your feedback.Tell us in the comments below, or respond to our polls on X, LinkedIn, and Threads.
13/11/2025
Consolidate & Conquer: Driving Business Transformation with Integrated Security (Part 1 of 2)
In the evolving cybersecurity landscape, the choice between a unified security platform and a point solution is a strategic one with far-reaching implications.This two-part blog series examines the strategic decision organizations face between adopting a unified security platform and relying on multiple point solutions in cybersecurity.This post peels back the marketing hype and lays out the hard numbers from Forrester’s TEI report and dozens of customer stories: dramatic cost savings, 80% faster response times, 75% fewer costly breaches, and measurable bumps to your margin, EPS and ROE.
13/11/2025
Building brighter futures: How YES tackles youth unemployment with Azure Database for MySQL
Youth unemployment is one of South Africa’s most persistent challenges with more than half of young people struggling to secure their first job.As South Africa’s largest youth employment initiative, YES connects young people with 12-month work placements, learning programs, and job-matching services.YES’s mission is to break the cycle of inexperience and unemployment and create pathways for youth into permanent work or entrepreneurship.
13/11/2025
Microsoft Defender for Office 365: Fine-Tuning
Use Enhanced Filtering for Connectors (“skip listing”) when necessaryIf you’re routing inbound mail through a third-party Secure Email Gateway or an on-prem hop before Microsoft 365, Defender will see that intermediary as the source IP instead of the original sending IP, which degrades anti-spoofing effectiveness.Enhanced Filtering for Connectors — also called skip listing — lets Microsoft 365 look past that last hop and evaluate the real sending IP and headers, so SPF / DKIM / DMARC and anti-spam logic work correctly. This setting does not support centralized mail routing (unless the routing is linear; see the Enhanced Filtering for Connectors learn article), so make sure you are not using that before enabling Enhanced Filtering. Centralized routing is sometimes used by organizations running a hybrid Exchange deployment, connecting Exchange Online with an on-premises Exchange Server organization. Important: Do this instead of blanket SCL -1 transport rules that “bypass spam filtering for anything coming from our gateway.”Turn on Safe Attachments protection beyond email (SharePoint, OneDrive, Teams) In the Safe Attachments “Global settings,” make sure Defender for Office 365 is set to protect files in SharePoint, OneDrive, and Microsoft Teams.
13/11/2025
New in Microsoft Marketplace: November 13, 2025
Learn about 197 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs.ArcGIS for Microsoft Fabric enables spatial analysis at any scale, leveraging Apache Spark for uncovering patterns.UST offers a solution by migrating Hyperdrive to Microsoft Azure Virtual Desktop, providing security, scalability, and cost savings.
13/11/2025
News to Know – Volume 2, Edition 9, November 2025
However, since we are still working on enhancements to give Admins more control over user data management, especially regarding Entra Delete Signals, we will continue to pause Entra Delete Signal in Viva Glint until the end of June 2026. Now generally available in Viva Glint, this report highlights the relationships between employee survey scores and workplace activity and collaboration patterns without custom analysis.Be among the first to experience Copilot Highlights, a new dashboard feature in Viva Glint that delivers instant, actionable summaries of survey results—spotlighting team strengths, opportunities, and engagement trends at a glance.
13/11/2025
Keeping Content Fresh in the SharePoint FAQ Web Part - Powered by Microsoft 365 Copilot
We are excited to introduce the latest updates coming to the SharePoint FAQ web part, designed to help content owners keep FAQ content accurate, engaging, and always up to date.These enhancements make it simple to keep FAQs accurate and engaging - thanks to on-demand AI-suggested updates, seamless import of existing FAQs, SharePoint Page as grounding references, and the new ability to copy and share individual Q&A links with your audience.Enhance answer reliability by grounding FAQ responses in your own SharePoint content.
13/11/2025
Part III: OTEL sidecar extension on Azure App Service for Linux - Language cheat-sheet
Building on Part II (and Part I), here’s a concise matrix for PHP, Python, Node.js, and .NET, plus the key app settings and quick troubleshooting steps. We’ve published a repo with working samples for PHP, Node.js, Python, and .NET showing both code-based and container-based setups using the OTEL sidecar extensions.With the OpenTelemetry sidecar extensions for Azure Monitor and Elastic APM, App Service for Linux makes end-to-end observability a drop-in add-on for both code and container apps. Grab the sample repo, wire up your connection string or token, and give it a try.
13/11/2025
Part II: OTEL sidecar extension on Azure App Service for Linux - Elastic APM setup
Picking up from Part I, this post shows how to obtain the Elastic APM Server URL and Secret token, add the OTEL Elastic sidecar, and validate telemetry in Kibana.The only differences are - get your Elastic APM Server URL and Secret token, choose the OpenTelemetry – Elastic APM extension, and set Elastic-specific app settings.We’ve published a repo with working samples for PHP, Node.js, Python, and .NET showing both code-based and container-based setups using the OTEL sidecar extensions.
13/11/2025
Demystifying GitHub Copilot Security Controls: easing concerns for organizational adoption
Often, this hesitation isn't due to reluctance but stems from organizational concerns around security and regulatory compliance.In this blog, I'll demystify the most common security concerns about GitHub Copilot and explain how its built-in features address them, empowering organizations to confidently modernize their development workflows.With GitHub Copilot agent mode, the "Terminal auto approve” setting in VS Code can be used to prevent this.
13/11/2025
How to Build a Fully Functional Custom GPT-style Conversational AI Locally Using Hugging Face Transformers
In this tutorial, we build our own custom GPT-style chat system from scratch using a local Hugging Face model.We start by loading a lightweight instruction-tuned model that understands conversational prompts, then wrap it inside a structured chat framework that includes a system role, user memory, and assistant responses.We define how the agent interprets […]
13/11/2025
Azure PostgreSQL Lesson Learned #6: Major Upgrade Blocked by Password Auth (The One-Change Fix)
PostgreSQL 11 on Flexible Server requires SCRAM to be enabled before attempting an in‑place major version upgrade to higher versions.The service precheck blocks the upgrade if the server is still on password/MD5‑only auth.1) Enable SCRAM on the server
13/11/2025
Part I: OTEL sidecar extension on Azure App Service for Linux - Intro + PHP walkthrough
Sidecar extensions let you attach a companion container to your App Service for Linux app to add capabilities—without changing your core app or container.In this post, we’ll use the new sidecar extension—OpenTelemetry - Azure Monitor and show end-to-end setup for a PHP code-based apps (the same extension will also work for other language stacks and container-based apps).Walkthrough: add the OpenTelemetry – Azure Monitor sidecar to a PHP (code-based) app
13/11/2025
Introducing AI Playground on Azure App Service for Linux
If you’re running a Small Language Model (SLM) as a sidecar with your web app, there’s now a faster way to try prompts, measure latency, and copy working code into your app—all without leaving your site. AI Playground is a lightweight, built-in experience available from the Kudu endpoint for every Linux App Service.AI Playground is a simple UI that talks to the SLM you’ve attached to your App Service app (for example, Phi or BitNet via the Sidecar extension).
13/11/2025
OpenAI Introduces GPT-5.1: Combining Adaptive Reasoning, Account Level Personalization, And Updated Safety Metrics In The GPT-5 Stack
OpenAI has released GPT-5.1 as the next iteration in the GPT-5 family, with 2 core variants, GPT-5.1 Instant and GPT-5.1 Thinking.The update focuses on 3 axes, adaptive reasoning behavior, clearer explanations, and stronger control over tone and safety.Model Lineup And Positioning GPT-5.1 Instant is the default conversational model in ChatGPT.
13/11/2025
The Copilot Studio User Group Has A New Group For Community Events!
Where Will Events Be Held For The Copilot Studio User Group?We've Decided To Use Microsoft GroupMe Event Groups For Hosting Virtual Chat Based Events Where Can I Access The Event Group?You Can Access It Here Events Will Be Published Through The Space Where We Will Be Using GroupMe Event Groups To Host Events That Are Chat-Based Virtual Events For Members That Can’t Physically Attend In Person For EventsRequirements Must Be In The
12/11/2025
Meet the Maker: The Communicator’s Guide to AI – Live with Elaine Q. Chang
Join us for the next edition of "AI for Communicators," a special First Fridays session featuring Elaine Q. Chang—Technical Advisor to Microsoft’s Chief Communications Officer and co-creator of the LinkedIn Learning course, The Communicator’s Guide to AI: Tools and Mindsets for Modern PR and Media.Elaine brings nearly two decades of experience spanning engineering, communications, and business strategy, making this an unmissable event for anyone navigating the evolving landscape of AI in communications.Interactive “Meet the Maker” Format: Elaine will unpack the ACT (Aspire, Choose, Tune) strategy and show how it translates into real-world comms workflows, from announcement planning to media Q&A prep and narrative development.
12/11/2025
Your Guide to Azure AI Foundry @ Microsoft Ignite
Microsoft Ignite is where innovation meets execution—and this year, Azure AI Foundry is at the heart of it all.Kick off Ignite with a visionary look at building AI apps and agents at scale.Agentic identity and other enterprise superpowers in Azure AI Foundry (BRK186): Hear how Commerzbank drives agentic AI at scale and discover how Azure AI Foundry agents meet enterprise standards for identity, connectivity, extensibility, and lifecycle management and dive into Entra Agent ID.
12/11/2025
Unlock bigger deals with flexible billing and five-year terms in Microsoft Marketplace
Many partners are already leveraging flexible billing and multi-year terms to close larger, more strategic deals in the Microsoft Marketplace.Now, with flexible billing, you can set custom billing schedules with up to 70 installments over the duration of the contract.Flexible billing for private offers - This demo video shows software development companies how to create a direct customer private offers with a flexible billing schedule.
12/11/2025
Boost SaaS revenue with Microsoft Marketplace: A step-by-step guide
For SaaS companies, the Microsoft Marketplace has evolved from being a procurement convenience to becoming a strategic revenue engine.But while publishing a listing is easy, closing the first transaction quickly is what separates software development companies who scale on Marketplace from those who stall.It goes beyond “how to list” and focuses on what really drives velocity: operational readiness, CRM-native automation, seller engagement, trust signals, and AI-enabled acceleration.
12/11/2025
MiniMax-M2: The Open-Source Innovator in Coding and Agentic Workflows Now in Azure AI Foundry
We’re thrilled to announce that MiniMax-M2, the latest breakthrough from MiniMax, is now available in Azure AI Foundry through Hugging Face.Built for developers, this model advances capabilities for what’s possible in coding, multi-turn reasoning, and agentic workflows—while delivering enhanced efficiency and scalability.MiniMax-M2 isn’t just another large language model—it’s a 230B-parameter Mixture of Experts (MoE) architecture that activates 10B parameters per task, ensuring better performance at a lower cost.
12/11/2025
Partner Blog | Azure updates for partners: November 2025
Across our partner ecosystem, I’m seeing a decisive shift from exploring what’s possible with AI and cloud to executing with focus, scale, and sustainable impact. Azure Accelerate and momentum in the Microsoft Marketplace give partners like you a strong foundation to align investments and deliver outcomes that matter. It is where ideas become practice and where partners shape what is possible for customers.From November 18–21 in San Francisco and online, you will hear directly from our product leaders, preview the latest in Azure and AI innovation, and connect with peers who are pushing the boundaries of what’s possible. Make time for ancillary events, interactive roundtables, and the Partner Hub to build new skills, expand your network, and explore hands-on opportunities to advance your work.
12/11/2025
Release Announcement of SQL Server Migration Assistant (SSMA) v10.4
We’re excited to announce the release of SQL Server Migration Assistant (SSMA) v10.4, bringing significant enhancements across all SSMA flavors to further streamline your database modernization journey to Azure SQL and SQL Server.Support for SQL Server 2025General Availability of Oracle PL/SQL to SQL Code Conversion Copilot
12/11/2025
Congratulations to the 2025 Microsoft Partner of the Year Awards winners and finalists
The Microsoft Partner of the Year Awards celebrate that impact.In addition to the global award categories, we’re recognizing partners from over 80 countries and regions as part of the Country and Region Partner of the Year Awards.We’ll celebrate these achievements together at Microsoft Ignite, taking place November 18–21, 2025.
12/11/2025
DNS flow trace logs in Azure Firewall are now generally available
DNS Proxy, a key capability in Azure Firewall, enables the firewall to act as a DNS forwarder for DNS traffic.Today, we’re introducing the general availability of DNS flow trace logs — a new logging capability that provides end-to-end visibility into DNS traffic and name resolution across your environment, such as viewing critical metadata including query types, response codes, queried domains, upstream DNS servers, and the source and destination IPs of each request.Existing Azure Firewall DNS Proxy logs provide visibility for DNS queries as they initially pass through Azure Firewall.
12/11/2025
Announcing public preview of query-based metric alerts in Azure Monitor
Azure Monitor metric alerts now support all Azure metrics—including platform, Prometheus, and custom metrics—giving you complete coverage for your monitoring needs.In addition, metric alerts now offer powerful query capabilities with PromQL, enabling complex logic across multiple metrics and resources.Full metrics coverage: metric alerts now support alerting on any Azure metrics including platform metrics, Prometheus metrics and custom metrics.If you have an Azure Monitor workspace containing Prometheus or OpenTelemetry metrics, you can create query-based metric alert rules today.
12/11/2025
Release Announcement of SQL Server Migration Assistant (SSMA) v10.4
We’re excited to announce the release of SQL Server Migration Assistant (SSMA) v10.4, bringing significant enhancements across all SSMA flavors to further streamline your database modernization journey to Azure SQL and SQL Server.With SSMA 10.4, you can now fully discover, assess, convert schema, and migrate data to SQL Server 2025.This includes:We are introducing a new Microsoft-managed endpoint that enables SSMA Copilot usage through Microsoft Entra ID authentication, without requiring customers to bring their own Azure OpenAI subscription.
12/11/2025
Datasets for Training a Language Model
A good language model should learn correct language usage, free of biases and errors.
12/11/2025
Ignite 2025: New Microsoft Sentinel Connectors Announcement
BlinkOps is an enterprise-ready agentic security automation platform that integrates seamlessly with Microsoft Sentinel to accelerate incident response and streamline operations.Proofpoint’s Targeted Attack Protection (TAP), part of its Core Email Protection, integrates with Microsoft Sentinel to centralize email security telemetry for advanced threat detection and response.Samsung’s Knox Asset Intelligence integration with Microsoft Sentinel equips security teams with near real-time visibility into mobile device threats across Samsung Galaxy enterprise fleets.
12/11/2025
Announcing the BizTalk Server 2020 Cumulative Update 7
The BizTalk Server product team has released the Cumulative Update 7 for BizTalk Server 2020.The Cumulative Update 7 contains all released functional and security fixes for customer-reported issues for BizTalk Server 2020.If you are running BizTalk 2016, or earlier versions of the product, you must upgrade to BizTalk Server 2020 CU6 or strongly consider migrating to Azure Logic Apps.
12/11/2025
Detect more, spend less: the future of threat intelligence correlation
We are simplifying the process of making your threat intelligence actionable while keeping costs in check.With Microsoft Sentinel SIEM and Defender XDR, you can now ingest threat intelligence feeds through Sentinel and enrich XDR incidents without the need to ingest XDR into the SIEM.This integration provides deeper insights during investigations and enhances threat hunting capabilities.
12/11/2025
Spotlight on… Volume 1, Edition 2, November 2025
We’re excited to introduce Copilot Highlights—a new capability in Viva Glint that helps leaders quickly interpret employee survey results using the power of AI.Now available in private preview, Copilot Highlights brings clarity to your Team Summary and Executive Summary reports by surfacing strengths, opportunities, and trends that matter most.Copilot Highlights generates concise, actionable summaries from your existing survey data.
12/11/2025
Detect more, spend less: the future of threat intelligence correlation
We’ve made it easier for customers leveraging Microsoft’s SIEM and XDR.Now, customers can create custom detections that correlate threat intelligence from feeds brought in through the SIEM with their XDR data, without the need to ingest their XDR data as well.Create custom detection rules in Microsoft Defender XDR - Microsoft Defender XDR |
12/11/2025
What’s New for Python on App Service for Linux: pyproject.toml, uv, and more
Python apps on Azure App Service for Linux just got a lot easier to build and ship!We’ve modernized the build pipeline to support new deployment options —whether you’re on classic setup.py, fully on pyproject.toml with Poetry or uv, or somewhere in between.This post walks through five upgrades that reduce friction end-to-end—from local dev to GitHub Actions to the App Service build environment:
12/11/2025
New in Microsoft Marketplace: November 12, 2025
Learn about 157 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs.Connector for SharePoint: This app from BC Wizards connects Microsoft Dynamics 365 Business Central with SharePoint to simplify data sharing and document management.Go further with workshops, proofs of concept, and implementations
12/11/2025
Enhancing SharePoint with ready-to-use intranet apps - Accelerator 365 - SharePoint Partner Showcase
We are excited to share a new episode on our partner showcase series focused on SharePoint in Microsoft 365.Accelerator 365 by Reply helps organizations get more from Microsoft 365 by enhancing SharePoint Online with ready-to-use intranet apps.In this brief discussion and demonstration, Glyn Clough, Product Owner at Accelerator 365, joins Vesa Juvonen from Microsoft to explore the various solutions that Accelerator 365 offers for SharePoint Online.
12/11/2025
Azure PostgreSQL Lesson Learned#5: Why SKU Changes from Non-Confidential to Confidential Fail
The customer attempted to change the server configuration from Standard_D4ds_v5 (non-Confidential Compute) to Standard_DC4ads_v5 (Confidential Compute) in the West Europe region.The goal was to enhance the performance and security profile of the server.However, the SKU change could not be completed due to a mismatch in security profiles between the current and target SKUs.The issue occurred because SKU changes from non-Confidential to Confidential Compute types are not supported in Azure Database for PostgreSQL Flexible Server.
12/11/2025
Retirement Date for Office Online Server (OOS) Announced
We would like to inform our SharePoint Server customers that Microsoft has announced the retirement of Office Online Server (OOS), effective December 31, 2026 - Announcing the retirement for Office Online Server. Office Online Server (formerly known as Office Web Apps Server) is a product that can be optionally integrated with SharePoint Server. Users will lose the ability to view, edit, and collaborate on Office documents directly in the browser.This announcement does not impact Microsoft's support for SharePoint Server, and there are no plans to retire SharePoint Server Subscription Edition.
12/11/2025
Real‑Time AI Streaming with Azure OpenAI and SignalR
We’ll build a real-time AI app where Azure OpenAI streams responses and SignalR broadcasts them live to an Angular client.You’ll learn the architecture, streaming code, Angular integration, and optional enhancements like typing indicators and multi-agent scenarios.An Angular client that connects over WebSockets/SSE to the hub and renders partial content with a typing indicator.
12/11/2025
Announcing Microsoft cloud security benchmark v2 (public preview)
Since its first introduction in 2019, the Azure Security Benchmark and its successor Microsoft cloud security benchmark announced in 2023, Microsoft cloud security benchmark (“the Benchmark”) has been widely used by our customers to secure their Azure environments, especially as a security bible and toolkit for Azure security implementation planning and helping the security compliance on various industry and government regulatory standards.We’re thrilled to announce the Microsoft cloud security benchmark v2 (public preview), a new Benchmark version with the enhancement in following areas:Microsoft Defender for Cloud update
12/11/2025
Observability for Multi-Agent Systems with Microsoft Agent Framework and Azure AI Foundry
In this post, you'll learn how to instrument a Microsoft Agent Framework–based service with OpenTelemetry, ship traces to Azure AI Foundry observability, and adopt a practical workflow to debug, evaluate, and improve multi-agent behavior in production.We'll show how to wire spans around reasoning steps and tool calls (OpenAPI / MCP), enabling deep visibility into your agentic workflows.Developers building agents with Microsoft Agent Framework (MAF) in .NET or Python
12/11/2025
How to Build an End-to-End Interactive Analytics Dashboard Using PyGWalker Features for Insightful Data Exploration
In this tutorial, we explore the advanced capabilities of PyGWalker, a powerful tool for visual data analysis that integrates seamlessly with pandas.We begin by generating a realistic e-commerce dataset enriched with time, demographic, and marketing features to mimic real-world business data.We then prepare multiple analytical views, including daily sales, category performance, and customer […]
12/11/2025
Baidu Releases ERNIE-4.5-VL-28B-A3B-Thinking: An Open-Source and Compact Multimodal Reasoning Model Under the ERNIE-4.5 Family
How can we get large model level multimodal reasoning for documents, charts and videos while running only a 3B class model in production?Baidu has added a new model to the ERNIE-4.5 open source family.ERNIE-4.5-VL-28B-A3B-Thinking is a vision language model that focuses on document, chart and video understanding with a small active parameter budget.
12/11/2025
How to Reduce Cost and Latency of Your RAG Application Using Semantic LLM Caching
Semantic caching in LLM (Large Language Model) applications optimizes performance by storing and reusing responses based on semantic similarity rather than exact text matches.When a new query arrives, it’s converted into an embedding and compared with cached ones using similarity search.The post How to Reduce Cost and Latency of Your RAG Application Using Semantic LLM Caching appeared first on MarkTechPost.
11/11/2025
Build Your Own Custom Copilots with Microsoft Copilot Studio and Oracle Database@Azure
With Microsoft Copilot Studio, organizations can now easily build custom copilots that securely connect to live Oracle data, providing natural language access to insights and actions within Microsoft Teams, Microsoft 365, or any business application.Oracle Database@Azure provides customers the flexibility to run Oracle workloads on Azure using Exadata, Autonomous, Exascale, or Base Database services without compromising performance or compliance.These layers ensure copilots that access Oracle Database@Azure or hybrid Oracle environments remain secure, governed, and compliant by design critical for regulated industries such as finance, healthcare, and telecommunications.
11/11/2025
Maya1: A New Open Source 3B Voice Model For Expressive Text To Speech On A Single GPU
Maya Research has released Maya1, a 3B parameter text to speech model that turns text plus a short description into controllable, expressive speech while running in real time on a single GPU.Maya1 is a state of the art speech model for expressive voice generation.It is built to capture real […]
11/11/2025
Build Your Ignite Schedule: Top Sessions for Developers
Welcome back to our Azure Tech Community Microsoft Ignite 2025 series!Use the Microsoft Ignite session scheduler feature in the session catalog to personalize your agenda, save your favorites, and organize your time at Microsoft Ignite. Building and deploying data agents in Microsoft Fabric (THR738)Learn how to build, deploy, and manage intelligent data agents in Microsoft Fabric using curated data, Git-powered CI/CD, and best practices for enterprise-scale AI integration.
11/11/2025
Security Update for SQL Server 2022 RTM CU21
The Security Update for SQL Server 2022 RTM CU21 is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2022 RTM CUs, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
Security Update for SQL Server 2022 RTM GDR
The Security Update for SQL Server 2022 RTM GDR is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2022 RTM, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
Security Update for SQL Server 2019 RTM CU32
The Security Update for SQL Server 2019 RTM CU32 is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2019 RTM CUs, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
ZoomIt v9.20, Process Explorer v17.07, and RDCMan v3.11
This update to ZoomIt, a screen magnification and annotation tool, can now save screen recordings as either MP4 or GIF.This update to Process Explorer, an advanced process, DLL, and handle viewing utility, adds strings for Arm64 binaries, and fixes a bug that disabled notification area icons.This update to RDCMan enables Entra ID logins.
11/11/2025
Security Update for SQL Server 2019 RTM
The Security Update for SQL Server 2019 RTM GDR is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2019 RTM, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
Security Update for SQL Server 2017 RTM CU31
The Security Update for SQL Server 2017 RTM CU31 is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2017 RTM CUs, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
Security Update for SQL Server 2017 RTM GDR
The Security Update for SQL Server 2017 RTM GDR is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2017 RTM, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
Security Update for SQL Server 2016 SP3 Azure Connect Feature Pack
The Security Update for SQL Server 2016 SP3 Azure Connect Feature Pack is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2016 SP3 Azure Connect Feature Pack, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
Security Update for SQL Server 2016 SP3 GDR
The Security Update for SQL Server 2016 SP3 GDR is now available for download at the Microsoft Download Center and Microsoft Update Catalog sites.This package cumulatively includes all previous security fixes for SQL Server 2016 SP3, plus it includes the new security fixes detailed in the KB Article.Latest Updates for Microsoft SQL Server: https://learn.microsoft.com/en-us/troubleshoot/sql/releases/download-and-install-latest-updates
11/11/2025
Windows 11 expands passkey manager support
This new capability empowers users to choose their favorite passkey manager — whether it’s Microsoft Password Manager or trusted third-party providers.It’s generally available with the Windows November 2025 security update.Saving a passkey to the Microsoft Password Manager plugin on Windows
11/11/2025
Copilot Governance: A Practical Guide From Our 4‑Part Webinar Series
Session 1: Foundations in the M365 Admin CenterDeployment approach, the Copilot Control System, access and billing controls, and how to highlight or restrict agents.Session 2: Copilot Studio + Power Platform GovernanceManaged Environments, environment routing, DLP strategy, connector risk controls, and cost management for agents.YouTube Video Playlist
11/11/2025
Reimagining Healthcare Through Data: Lessons from the Frontlines
When data is unified and powered by AI, care transforms from reactive to proactive, predictive, and personalized.Two nonprofits—Operation Smile and Arcare—are proving what’s possible with Microsoft Fabric and Azure AI, turning data into action and impact:This isn’t just about technology—it’s about building a more humane healthcare system where every patient matters.
11/11/2025
From Strategy to Execution: Operationalizing Microsoft Entra for Real-World Impact
How can organizations harness the full power of Microsoft Entra to drive security, agility, and compliance at scale?The answer lies in operationalizing Entra’s capabilities across your identity lifecycle, access policies, and multicloud environments—while aligning with your Zero Trust journey.Microsoft Entra’s identity protection extends beyond Microsoft environments.Microsoft Entra is more than a suite of tools—it’s a strategic enabler for secure digital transformation.
11/11/2025
Building AI Agents: Workflow-First vs. Code-First vs. Hybrid
In this article, I’ll walk you through the landscape of AI Agent design.We’ll look at workflow-first approaches with drag-and-drop designers, code-first approaches using SDKs, and hybrid models that combine both.I’ve been exploring Microsoft Agent Framework (MAF), an open-source foundation for building AI agents that can run anywhere.
11/11/2025
Profiles in Partnership Ep 24 | From New Jersey to Milan: The Art (and Business) of International Microsoft Partnerships
In a recent episode of IAMCP Profiles in Partnership “From New Jersey to Milan: Navigating International Microsoft Partnerships”, co-founders Paymon Jelvani and Dominick Zappia join hosts Anthony Carrano and Rudy Rodriguez in pulling back the curtain on how they’ve built a reputation as the go-to U.S. partner for European Microsoft solution providers — and why their approach to partner-to-partner collaboration is rooted in responsiveness, cultural fluency, and customer advocacy.One of Admiral’s recent wins involved an Italian sportswear and boxing gear company expanding into the U.S. market.The International Association of Microsoft Channel Partners (IAMCP) exists to foster exactly these kinds of collaborations.
11/11/2025
SQL Server Management Studio (SSMS) 22 is now Generally Available (GA)
SQL Server Management Studio (SSMS) 22 GA is now availableThe SSMS team is thrilled to announce the general availability release of SQL Server Management Studio (SSMS) 22!For the first time in SSMS history, we released two GA versions.
11/11/2025
No Exchange Server Security Updates for November 2025
Although Exchange 2016 and 2019 are now out of support, some customers have purchased the Exchange 2016 and 2019 Extended Security Update (ESU).We have therefore decided that until the end of this Exchange 2016 and 2019 ESU period (April 2026) we will make an explicit update related announcement even if we DO NOT release anything for that particular month.There are no security releases for any version of Exchange Server in November 2025, for customers with Exchange SE, or Exchange 2016 or 2019 ESU.
11/11/2025
Partner Case Study | Nissan Philippines
With decades of experience and a global presence, their Technosoft Yana Automotive Solution (TAS, or Yana) is designed to provide dealers the holistic view they need by integrating employee resource planning (ERP), customer resource management (CRM), and digital marketing, empowering dealers to deliver smarter, faster, and more personalized customer experiences.Unifying data sprawl across 58 dealershipsNissan Philippines oversees a network of 58 dealerships across the islands, importing vehicles from Japan and Thailand for distribution to local markets.
11/11/2025
No Skype for Business Server Security Updates for November 2025
Although Skype for Business 2015 and 2019 are now out of support, some customers have purchased the Skype for Business 2015 and 2019 Extended Security Update (ESU).We have therefore decided that until the end of this Skype for Business 2015 and 2019 ESU period (April 2026) we will make an explicit update related announcement even if we DO NOT release anything for that particular month. There are no security releases for any version of Skype for Business Server in November 2025, for customers with SfB SE, or SfB 2016 or 2019 ESU.
11/11/2025
General Availability of JavaScript Challenge in Azure Front Door WAF
We are pleased to announce the General Availability (GA) of the JavaScript Challenge feature for Azure Web Application Firewall (WAF) on Azure Front Door.This capability equips organizations with a seamless, invisible anti-bot verification layer that distinguishes legitimate users from malicious scripts helping protect web applications from automated threats while preserving a smooth user experience.The JavaScript Challenge introduces a lightweight, browser-based verification step that helps distinguish legitimate users from automated scripts without requiring user interaction.
11/11/2025
Generational Performance Leap for Azure Confidential Computing
Azure confidential VMs, powered by the latest 4th generation AMD EPYC™ processors, deliver both next-generation performance and hardware-enforced security, fundamentally shifting the conversation from a security trade-off to a performance dividend.Enterprises are required to handle sensitive information or personal data like transactions, analytics or intellectual property (IP) while operating under strict compliance regimes like GDPR or HIPAA can now seamlessly transition to the cloud, running their high performance, mission-critical applications on Azure’s latest confidential VMs.While uncertainty surrounding the performance overhead of enabling confidential computing features and performance gaps, confidential computing has broadened its appeal as processors leap forward in both performance and capabilities with each successive generation.
11/11/2025
The invisible attack surface: hunting AI threats in Defender XDR
Its AI threat protection detects prompt injection, sensitive data exposure, and misuse of credentials in real time, correlating those signals with endpoint, identity, and cloud telemetry through Microsoft Defender XDR.As of 2025, Defender for AI is fully integrated into Microsoft Defender for Cloud, extending protection to AI models, prompts, and datasets across Azure AI workloads.In this post, we’ll walk through practical KQL hunts to surface suspicious AI activity, from abnormal model usage patterns to subtle signs of data exfiltration that traditional detections might miss.
11/11/2025
Accelerate Cloud Migration with Wave Planning in Azure Migrate
Today, we’re excited to announce the public preview of wave planning in Azure Migrate - a new capability designed to make large-scale migrations more manageable and predictable.With wave planning, you can now organize your migration journey into logical, iterative waves, enabling your teams to plan, execute, and track progress with greater speed, confidence, and control.Using wave planning you can perform the migration and modernization activities of the application withing the wave, as per the plan and track the progress as workloads are moved, tested, and migrated / modernized in Azure.
11/11/2025
The Microsoft Zero Trust Assessment: Helping you operationalize the hardening of your Microsoft security products
Building on these learnings, we’re excited to announce the public preview of the Microsoft Zero Trust Assessment tool, designed to help you identify common security gaps starting with Identity and Device pillars with the remaining pillars of Zero Trust coming soon. This assessment is informed by our own SFI learnings and aligned with widely recognized frameworks such as CISA’s SCuBA project.A deep dive into how the Microsoft Zero Trust Assessment works including report structure, prioritization logic, and implementation guidance is available below in this blog. The Microsoft Zero Trust Assessment empowers teams to make informed decisions, reduce blind spots, and prioritize remediation, turning insights into action. Once you download and run the tool (installation guide), it will assess your policy configurations and scan objects to generate a comprehensive report that not only highlights gaps and risks but also explains what was checked, why a test failed, and how your organization can implement the recommended configuration. This makes the results immediately actionable; security teams know exactly what steps to take next. The report features an overview page that presents aggregated data across your tenant, highlighting overall risk levels, patterns, and trends.We will be launching new SFI-infused assessments across the other pillars of Zero Trust in the coming months.
11/11/2025
Research Drop: Empowering Managers for an AI-First Future
Managers are a catalyst of AI transformation as they bridge strategy and execution, but only 56% of managers feel they have the support they need to integrate AI agents into their work.Yet progress is lagging: recent research reveals a 66% gap between those who acknowledge the importance of reinventing the role of the middle manager and those who are making real progress in addressing it2.Research consistently shows that managers are multipliers of positive change.
11/11/2025
MVPs with Microphones: How Three MVPs Amplify a Global Community with The Presentation Podcast
Born from Troy Chollar’s vision to create a space where experts could share, debate, and elevate the craft of presentation design, and produced by his firm TLC Creative Services. Our podcast, which is now in its 10th year, quickly became a trusted resource for the PowerPoint community.We try to get as many PowerPoint MVPs together as we can for at least one episode each year (often during the Microsoft MVP Summit) where we explore how being part of the Microsoft MVP community has shaped our careers, expanded our networks, and given us a platform to advocate for better presentation practices – and application (PowerPoint) improvements.New episodes drop on the 1st and 3rd Tuesday of each month, keeping the rhythm steady and the content fresh.
11/11/2025
PrivyDoc: Building a Zero-Data-Leak AI with Foundry Local & Microsoft's Agent Framework
In this article, I want to take you on a journey through the creation of PrivyDoc, a secure, on-device document intelligence solution I built to address this challenge head-on.We'll explore how it uses two powerful Microsoft technologies, Foundry Local and the Microsoft Agent Framework, to bring the AI to the data, not the other way around.The Core Problem: Data Privacy vs. AI Insights
11/11/2025
October 2025 Recap: Azure Database for PostgreSQL
We are excited to bring October 2025 recap blog for Azure Database for PostgreSQL!This blog focuses on key announcements around the General Availability of the REST API for 2025, maintenance payload visibility and several new features aimed at improving performance and a guide on minimizing downtime for MVU operation with logical replication.The Azure Database for PostgreSQL team participated in PGConf EU 2025, delivering insightful sessions on key PostgreSQL advancements.
11/11/2025
How Can I Participate On The Copilot Studio User Group On The Microsoft Tech Community?
This Is An Official Copilot Studio User Group Help Article On How To Participate On The Copilot Studio User Group On The Microsoft Tech Community It’s Not An Official Copilot Studio User Group Policy Or Copilot Studio User Group Guideline How To Participate On The Copilot Studio User Group?There Are Many Practical Ways To Participate On The Copilot Studio User Group & Here’s How You Can Participate On The Microsoft Copilot Studio User Group:Participate In Virtual Chat Based EventsStart Discussions That Are Focused On Microsoft Copilot StudioIntroduce Yourself On The Thread Post Comments On Discussions That Are Based On Microsoft Copilot StudioShow The Copilot User Group What Copilot Your Building Or Working On
11/11/2025
ALVAO and EQUMAS offer transactable partner solutions in Microsoft Marketplace
Microsoft partners like ALVAO and EQUMAS deliver transact-capable offers, which allow you to purchase directly from Microsoft Marketplace.Learn about these offers below:EQUMAS Multi-Modal Quality Management System: EQUMAS provides manufacturing companies with an integrated solution for managing their entire operational workflow, saving time and energy by eliminating the need to coordinate with multiple software systems.
11/11/2025
Surface Highlights at Microsoft Ignite 2025
This year, Microsoft Ignite will be hosted at the Moscone Center in San Francisco from November 18–21, 2025.Discover key highlights of our Surface Lab Tour brought to you by engineers and expertsJoin open-table discussions on topics such as Hybrid AI and connect with Surface MVPs who are contributing to breakout session visibility and community engagement.
11/11/2025
Expert-Level Feature Engineering: Advanced Techniques for High-Stakes Models
Building machine learning models in high-stakes contexts like finance, healthcare, and critical infrastructure often demands robustness, explainability, and other domain-specific constraints.
11/11/2025
Meta AI Releases Omnilingual ASR: A Suite of Open-Source Multilingual Speech Recognition Models for 1600+ Languages
How do you build a single speech recognition system that can understand 1,000’s of languages including many that never had working ASR (automatic speech recognition) models before?Meta AI has released Omnilingual ASR, an open source speech recognition suite that scales to more than 1,600 languages and can be extended to unseen languages with only […]The post Meta AI Releases Omnilingual ASR: A Suite of Open-Source Multilingual Speech Recognition Models for 1600+ Languages appeared first on MarkTechPost.
11/11/2025
Adaptive Model Selection in TypeScript with the Model Router
Model Router (preview) in Azure AI Foundry gives you a single chat deployment that intelligently selects an underlying model—small, large, or reasoning—per prompt.In this blog, we will explore what the Model Router is, why to use it, how to implement it in TypeScript, versioning and monitoring strategies.Model Router is a deployable chat model in Azure AI Foundry that routes each prompt to the most suitable underlying chat or reasoning model (for example: gpt‑4.1-mini, gpt‑4.1-nano, o4-mini, gpt‑5 variants etc).
11/11/2025
A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax
In this tutorial, we explore how to build and train an advanced neural network using JAX, Flax, and Optax in an efficient and modular way.We begin by designing a deep architecture that integrates residual connections and self-attention mechanisms for expressive feature learning.As we progress, we implement sophisticated optimization strategies with learning rate scheduling, […]
11/11/2025
Deriving expiry days and remaining retention days for blobs through blob inventory
In managing data within Azure blob storage accounts and Azure data lake gen 2 storage accounts, organizations often encounter scenarios where blobs have been deleted but remain in a soft-deleted state.The expiry time for Azure blobs is set using the Set Blob Expiry operation.Microsoft Learn to set the expiry time for your blobs.
11/11/2025
Node.js 24 is now available on Azure App Service for Linux
Node.js 24 LTS is live on Azure App Service for Linux. Faster, more modern JavaScript Node.js 24 ships with the V8 13.6 engine and npm 11.This release line is an even-numbered release and has moved into Long Term Support (LTS) in October 2025, which makes it a safe target for production apps.
11/11/2025
Microsoft Azure continues to expand scalability for Healthcare EHR Workloads
Microsoft Azure has reached a new milestone for Epic Chronicles Operational Database (ODB) scalability with the Standard_M416bs_v3 (Mbv3) VM. It can now scale up to 110 million GRefs/s (Global References per second) in the ECP configuration and up to 39 million GRefs/s in the SMP configuration, improving upon the previous Azure benchmarks of 65 million GRefs/s and 20 million GRefs/s respectively.Microsoft Azure now can host 96% of the Epic customer base, enabling healthcare organizations to run their EHR systems on Azure.
11/11/2025
Build Your Microsoft Ignite Schedule: Top Sessions for Solution Architects
Welcome back to our Azure Tech Community Microsoft Ignite 2025 series! Migrate and Modernize Windows and SQL Server Workloads to Azure (LAB506-R1)See how Azure’s modernization framework enables secure, scalable, and cost-efficient migration for enterprise systems. Innovation Session: Security in the Agentic Era – the Core Primitive (BRK1712)Gain a forward-looking perspective on how the rise of Agentic AI will reshape the security landscape for IT operations and enterprise systems.
11/11/2025
Moonshot AI Releases Kosong: The LLM Abstraction Layer that Powers Kimi CLI
Moonshot AI’s Kosong targets this problem as an LLM abstraction layer for agent applications.Kosong unifies message structures, asynchronous tool orchestration and pluggable chat […]The post Moonshot AI Releases Kosong: The LLM Abstraction Layer that Powers Kimi CLI appeared first on MarkTechPost.
10/11/2025
Guest Blog: Modernizing your WPF App maps functionality with Azure Maps with OnTerra Systems
With the deprecation of Bing Maps for Enterprise and the Bing Maps WPF Control, organizations that need maps and geospatial functionality in their WPF applications should upgrade to Microsoft’s modern maps and geospatial platform, Azure Maps.Specifically, one approach to migrating from Bing Maps to Azure Maps and continuing with your WPF-based application is to use the OnTerra Systems WPF Map Control, which is built on the Azure Maps Web SDK and includes virtually all of the same functionality as the Bing Maps WPF Control, such as road and aerial/satellite map styles, and pushpin, polygon and polyline overlay support.The OnTerra Systems WPF Map Control is a solution that translates Bing Map WPF Control methods to use the equivalent Azure Maps functionality and renders the map using .NET WebView2.
10/11/2025
Agentic Power for AKS: Introducing the Agentic CLI in Public Preview
We are excited to announce the agentic CLI for AKS, available now in public preview directly through the Azure CLI.The agentic CLI for AKS is designed to simplify this experience by bringing agentic capabilities to your cluster operations and observability, translating natural language into actionable guidance and analysis.The agentic CLI for AKS is built on the open-source HolmesGPT project, which has recently been accepted as a CNCF Sandbox project.
10/11/2025
Gelato-30B-A3B: A State-of-the-Art Grounding Model for GUI Computer-Use Tasks, Surpassing Computer Grounding Models like GTA1-32B
How do we teach AI agents to reliably find and click the exact on screen element we mean when we give them a simple instruction?A team of researchers from ML Foundations has introduced Gelato-30B-A3B, a state of the art grounding model for graphical user interfaces that is designed to plug into computer use agents […]The post Gelato-30B-A3B: A State-of-the-Art Grounding Model for GUI Computer-Use Tasks, Surpassing Computer Grounding Models like GTA1-32B appeared first on MarkTechPost.
10/11/2025
Your guide to Azure Compute at Microsoft Ignite 2025
Join Mark Russinovich, CTO and Technical Fellow of Microsoft Azure.Mark will take you on a tour of the latest innovations in Azure architecture and explain how Azure enables intelligent, modern, and innovative applications at scale in the cloud, on-premises, and on the edge.This session will provide a comprehensive exploration of Azure’s security architecture, best practices, and innovations across four pillars: foundational security, compute security, network security, and storage security.
10/11/2025
Priority Replication for Geo Redundant Storage and Object Replication is Generally Available
We are excited to announce the General Availability of priority replication for Geo Redundant Storage (GRS) and Object Replication (OR).Azure Storage has offered users the choice of geo-redundant (GRS) or geo-zone-redundant (GZRS) replication for their storage accounts for several years.Azure Blob Storage is now introducing Geo priority replication which will provide an SLA guarantee for the LST/RPO of Block Blob data in GRS/GZRS accounts.
10/11/2025
Riding the AI Wave: How Microsoft Entra is Evolving for the Agentic Era
A KPMG survey of large organizations revealed that 42% have active AI agents working for them today, up from 11% just six months ago.IDC projects that by 2028, there’ll be 1.3 billion AI agents in large companies in the developed world.Within two years, we'll have over a million active AI agents in the Microsoft tenant.
10/11/2025
Ultimate Guide to the new Workplace Patterns Report in Viva Glint
That’s now a reality with the introduction today of the Workplace Patterns Report, a power tool that integrates point-in-time Viva Insights workplace habit data with point-in-time Viva Glint survey sentiment data.These two data sources empower analysts and admins to identify actionable patterns between how people work (workplace habits), and how they feel (survey sentiment).The Workplace Patterns Report and holistic listening
10/11/2025
Welcome to the Copilot Studio User Group!
🚀 About This Community The Copilot Studio User Group is a virtual community where members share knowledge, experiences, and ideas about using and building with Microsoft Copilot Studio.Our goal is to make Copilot Studio more accessible, collaborative, and fun for everyone — whether you’re experimenting with AI copilots or running automation in your organization.Exchange use cases and demos. Network with fellow makers and technologists.
10/11/2025
Staying in the flow: SleekFlow and Azure turn customer conversations into conversions
SleekFlow was founded in 2019 to help companies turn those almost-lost-customer moments into connection, retention, and growth.Today we serve more than 2,000 mid-market and enterprise organizations across industries including retail and e-commerce, financial services, healthcare, travel and hospitality, telecommunications, real estate, and professional services.In total, those customers rely on SleekFlow to orchestrate more than 600,000 daily customer interactions across WhatsApp, Instagram, web chat, email, and more.
10/11/2025
Localized Labs Retiring: What’s Next?
This decision is based on FY25 data showing 97% of labs were accessed in English and only 3% in localized languages (mainly Japanese).All localized labs will be retired by the end of Q2. Guidance on using browser-based translation tools will be provided.
10/11/2025
Showcase your deep sovereignty expertise with the new Digital Sovereignty specialization
As announced on November 6 during our AI Tour, we're excited to introduce the Digital Sovereignty specialization.We designed this specialization so partners can capitalize on rising demand for sovereign cloud solutions as governments and critical industries seek data sovereignty and security in response to global uncertainty.Starting in early 2026, partners who meet certain criteria can attain the Digital Sovereignty specialization.
10/11/2025
Excel Frontier: Unlocking Agent Mode for Smarter, Autonomous Spreadsheets
Excel’s new Agent Mode (Frontier) empowers users to build intelligent agents that automate workflows, enhance productivity, and uphold responsible AI principles.This blog explores how technical and business leaders can leverage Agent Mode in Excel to create extensible, trustworthy AI solutions, drawing on best practices from recent learning paths and community feedback.Excel’s Agent Mode lets organizations build smart agents for workflow automation and advanced reasoning, using core Excel features and Microsoft’s Frontier program.
10/11/2025
SharePoint and OneDrive at Microsoft Ignite 2025: What to Expect
Next week Microsoft Ignite 2025 (Nov. 18-21) lands in San Francisco’s Moscone Center for the first time!In this session, explore how OneDrive is becoming the launchpad for productivity across Microsoft 365.Learn how SharePoint’s latest AI innovations—like the Knowledge Agent—transform it into an intelligent curator that automates content organization and enrichment.
10/11/2025
OneDrive and SharePoint at Microsoft Ignite 2025: What to Expect
Next week Microsoft Ignite 2025 (Nov. 18-21) lands in San Francisco’s Moscone Center for the first time!It all kicks off with Judson Althoff’s keynote on Tues, Nov 18 @9AM PST.Learn how SharePoint’s latest AI innovations—like the Knowledge Agent—transform it into an intelligent curator that automates content organization and enrichment.
10/11/2025
Migrate or modernize your applications using Azure Migrate
Azure Migrate delivers a major evolution in cloud migration capabilities with application awareness.Improve analysis with Code-Level Insights from Github Copilot assessment and CASTIt provides IT resource discovery, assessment, business case analysis, wave planning, migration, and modernization capabilities in a workload agnostic manner.
10/11/2025
Building Enterprise-Grade Shared AKS Clusters: A Guide to Multi-Tenant Kubernetes Architecture
Accelerate application delivery by providing a hardened shared Kubernetes platform per environment (prod / test / dev).[5m]) > 5 for: 2m labels: severity: page annotations: summary: High 5xx error rate in payments API description: More than 5 errors/min for 2 minutes.9.6 Sample App (Payments API) with HPA
10/11/2025
Using Packet Capture for troubleshooting Azure Firewall flows
We are happy to announce that Microsoft just released the new Packet capture feature and it is Generally Available for Azure Firewall.In this section, we will use Azure Firewall Packet Capture to understand why an HTTP/HTTPS connection between VM-1 and VM-2 is not working properly.The availability of Azure Firewall Packet Capture is crucial for effective network and security troubleshooting.
10/11/2025
Three Pillars of Operations Readiness | Part 2
Operations Readiness stands on a foundational triad: People, Processes, and Technology.Now that we’ve covered the “why” and the “what” of Operational Readiness through its foundational pillars, the next post in this series will take you behind the scenes of how to put it all together.We’ll walk through templates and best practices — from checklists and RACIs to runbooks and handover plans — that turn readiness theory into executable action.
10/11/2025
Operations Readiness in Cloud Migrations: A Framework for Seamless Transitions | Part 1
This blog outlines a reusable, cloud-agnostic OR framework based on real-world experience, offering guidance for organizations embarking on cloud migrations of any size or complexity.Operations Readiness (OR) is the state of preparedness of people, processes, and systems to seamlessly operate and support a service, product, or system — particularly after it transitions to a production or live environment.In the context of cloud migrations, OR ensures that once applications, data, and workloads are moved to the cloud, they are not only technically deployed but are also operationally sustainable — meaning they can be supported, monitored, managed, and scaled with minimal risk or disruption.
10/11/2025
How AI is Transforming Operations Readiness in Azure | Part 3
In the cloud era, “Operations Readiness” ensures that systems, processes, and teams are fully equipped to manage live operations — from monitoring and alerting to resilience, security, and documentation.AI enables a fundamental shift in how readiness is managed — from manual validation to intelligent, data-driven assurance.Instead of relying solely on human inputs and static checklists, AI systems can analyze data, learn from patterns, and predict readiness gaps before go-live.Using Azure OpenAI Service and Azure Cognitive Search, AI can now:
10/11/2025
How AI is Transforming Operations Readiness in Azure
In the cloud era, “Operations Readiness” ensures that systems, processes, and teams are fully equipped to manage live operations — from monitoring and alerting to resilience, security, and documentation.AI enables a fundamental shift in how readiness is managed — from manual validation to intelligent, data-driven assurance.Instead of relying solely on human inputs and static checklists, AI systems can analyze data, learn from patterns, and predict readiness gaps before go-live.Using Azure OpenAI Service and Azure Cognitive Search, AI can now:
10/11/2025
Everything You Need to Know About LLM Evaluation Metrics
When large language models first came out, most of us were just thinking about what they could do, what problems they could solve, and how far they might go.
10/11/2025
Three Pillars of Operational Readiness | Part 2
Processes: Building Operational Muscle MemoryWell-defined and documented processes are essential for consistent and predictable service delivery.We’ll walk through templates and best practices — from checklists and RACIs to runbooks and handover plans — that turn readiness theory into executable action.
10/11/2025
Platform SSO for macOS
As organizations accelerate their journey to passwordless authentication, Microsoft’s Platform SSO for macOS offers a seamless, secure, and user-friendly experience for device and application sign-in.Built on Apple’s SSO framework and tightly integrated with Microsoft Entra ID, Platform SSO empowers users to leverage modern authentication methods Touch ID, smart cards, and passkeys across their macOS devices, enterprise apps, and browsers.In this blog, we’ll walk through the essentials of Platform SSO, supported authentication methods, configuration steps, and best practices for deployment in enterprise environments.Platform SSO is a Microsoft feature for macOS (13+) that leverages Apple’s SSO framework to enable single sign-on using Entra ID credentials.
10/11/2025
Comparing Memory Systems for LLM Agents: Vector, Graph, and Event Logs
Reliable multi-agent systems are mostly a memory design problem.Once agents call tools, collaborate, and run long workflows, you need explicit mechanisms for what gets stored, how it is retrieved, and how the system behaves when memory is wrong or missing.This article compares 6 memory system patterns commonly used in agent stacks, grouped into […]
10/11/2025
Meet Kosmos: An AI Scientist that Automates Data-Driven Discovery
Kosmos, built by Edison Scientific, is an autonomous discovery system that runs long research campaigns on a single goal.Given a dataset and an open ended natural language objective, it performs repeated cycles of data analysis, literature search, and hypothesis generation, then synthesizes the results into a fully cited scientific report.The post Meet Kosmos: An AI Scientist that Automates Data-Driven Discovery appeared first on MarkTechPost.
10/11/2025
Operational Readiness in Cloud Migrations: A Framework for Seamless Transitions
This blog outlines a reusable, cloud-agnostic OR framework based on real-world experience, offering guidance for organizations embarking on cloud migrations of any size or complexity.Operational Readiness (OR) is the state of preparedness of people, processes, and systems to seamlessly operate and support a service, product, or system — particularly after it transitions to a production or live environment.In the context of cloud migrations, OR ensures that once applications, data, and workloads are moved to the cloud, they are not only technically deployed but are also operationally sustainable — meaning they can be supported, monitored, managed, and scaled with minimal risk or disruption.
10/11/2025
A Coding Implementation to Build Neural Memory Agents with Differentiable Memory, Meta-Learning, and Experience Replay for Continual Adaptation in Dynamic Environments
In this tutorial, we explore how neural memory agents can learn continuously without forgetting past experiences.We design a memory-augmented neural network that integrates a Differentiable Neural Computer (DNC) with experience replay and meta-learning to adapt quickly to new tasks while retaining prior knowledge.By implementing this approach in PyTorch, we demonstrate how content-based memory […]
10/11/2025
Now generally available: Surveys Agent in Microsoft 365 Copilot
We’re thrilled to announce that Surveys Agent - your intelligent assistant for managing surveys end-to-end - is now generally available to all commercial customers worldwide with a Microsoft 365 Copilot license.Previously available through the Frontier preview program, Surveys Agent has helped early adopters streamline data collection and actionable insights for use cases like training sessions, employee engagement, and customer research. Now, it’s ready for everyone.Surveys Agent is available to business users with a Microsoft 365 Copilot license. Ready to get started? Install Surveys Agent and pin it to your Microsoft 365 Copilot sidebar for quick access. We’re excited to see how you use it—and we’re listening.
10/11/2025
AI Interview Series #1: Explain Some LLM Text Generation Strategies Used in LLMs
Every time you prompt an LLM, it doesn’t generate a complete answer all at once — it builds the response one word (or token) at a time.At each step, the model predicts the probability of what the next token could be based on everything written so far.The post AI Interview Series #1: Explain Some LLM Text Generation Strategies Used in LLMs appeared first on MarkTechPost.
09/11/2025
StepFun AI Releases Step-Audio-EditX: A New Open-Source 3B LLM-Grade Audio Editing Model Excelling at Expressive and Iterative Audio Editing
How can speech editing become as direct and controllable as simply rewriting a line of text?StepFun AI has open sourced Step-Audio-EditX, a 3B parameter LLM based audio model that turns expressive speech editing into a token level text like operation, instead of a waveform level signal processing task.The post StepFun AI Releases Step-Audio-EditX: A New Open-Source 3B LLM-Grade Audio Editing Model Excelling at Expressive and Iterative Audio Editing appeared first on MarkTechPost.
09/11/2025
Deploying Dev Box Catalogs and Synchronizing with GitHub using Terraform
Now, we’ll take the next step: **deploying Dev Box catalogs and synchronizing them with a GitHub repository**.Synchronizing these catalogs with GitHub for version control.Deploy the Dev Box Catalog and Key Vault to the 'West Europe' location.
09/11/2025
How to Build an Agentic Voice AI Assistant that Understands, Reasons, Plans, and Responds through Autonomous Multi-Step Intelligence
In this tutorial, we explore how to build an Agentic Voice AI Assistant capable of understanding, reasoning, and responding through natural speech in real time.We begin by setting up a self-contained voice intelligence pipeline that integrates speech recognition, intent detection, multi-step reasoning, and text-to-speech synthesis.The post How to Build an Agentic Voice AI Assistant that Understands, Reasons, Plans, and Responds through Autonomous Multi-Step Intelligence appeared first on MarkTechPost.
09/11/2025
The Future of AI: The Model is Key, but the App is the Doorway
August 2025 brought the exciting release of the GPT-5 family of models.The Azure AI team rolled out GPT-5 concurrently, immediately integrating it into Foundry, GitHub Copilot, and Microsoft 365 Copilot.Here are some best practices for developers to adapt their applications and workflows to a new model family like GPT-5:
08/11/2025
Nested Learning: A New Machine Learning Approach for Continual Learning that Views Models as Nested Optimization Problems to Enhance Long Context Processing
How can we build AI systems that keep learning new information over time without forgetting what they learned before or retraining from scratch?Google Researchers has introduced Nested Learning, a machine learning approach that treats a model as a collection of smaller nested optimization problems, instead of a single network trained by one outer loop.The post Nested Learning: A New Machine Learning Approach for Continual Learning that Views Models as Nested Optimization Problems to Enhance Long Context Processing appeared first on MarkTechPost.
08/11/2025
Extending Layer-2 (VXLAN) Networks Over Layer-3 IP network
Virtual Extensible LAN (VXLAN) is a network virtualization technology that encapsulates Layer-2 Ethernet frames inside Layer-3 UDP/IP packets.In essence, VXLAN creates a logical Layer-2 overlay network on top of an IP network, allowing Ethernet segments (VLANs) or underlay IP packet to be stretched across routed infrastructures.Virtual Extensible LAN (VXLAN) is a standard protocol (IETF RFC 7348) that can encapsulate Layer-2 Ethernet frames into Layer-3 UDP/IP packets.
08/11/2025
Simplifying Microservice Reliability with Dapr
How to enable binding in for a Azure Container AppHow to enable Secret Stores in for a Azure Container AppHow to enable State in for a Azure Container App
08/11/2025
Prior Labs Releases TabPFN-2.5: The Latest Version of TabPFN that Unlocks Scale and Speed for Tabular Foundation Models
Tabular data is still where many important models run in production.Finance, healthcare, energy and industry teams work with tables of rows and columns, not images or long text.Prior Labs now extends this space with TabPFN-2.5, a new tabular foundation model that scales in context learning to 50,000 samples and 2,000 features while keeping […]
08/11/2025
Anthropic Turns MCP Agents Into Code First Systems With ‘Code Execution With MCP’ Approach
Agents that use the Model Context Protocol MCP have a scaling problem.Every tool definition and every intermediate result is pushed through the context window, which means large workflows burn tokens and hit latency and cost limits fast.Anthropic’s new ‘code execution with MCP’ pattern restructures this pipeline by turning MCP tools into code level […]
08/11/2025
How to Build an Advanced Multi-Page Reflex Web Application with Real-Time Database, Dynamic State Management, and Reactive UI
In this tutorial, we build an advanced Reflex web application entirely in Python that runs seamlessly inside Colab.We design the app to demonstrate how Reflex enables full-stack development with no JavaScript, just reactive Python code.We create a complete notes-management dashboard featuring two pages, real-time database interactions, filtering, sorting, analytics, and user personalization.
08/11/2025
Azure VNet Flow Logs with Terraform: The Complete Migration and Traffic Analytics Guide
Migrating from NSG Flow Logs to VNet Flow Logs in Azure: Implementation with TerraformMicrosoft is retiring Network Security Group (NSG) flow logs and recommends migrating to Virtual Network (VNet) flow logs.After June 30, 2025, new NSG flow logs cannot be created, and all NSG flow logs will be retired by September 30, 2027.
08/11/2025
Cut the Noise & Cost with Container Network Metrics Filtering in ACNS for AKS
We’re excited to introduce Container Network Metrics Filtering in Azure Container Networking Services (ACNS) for Azure Kubernetes Service (AKS) is now in Public Preview!This capability transforms how you manage network observability in Kubernetes clusters by giving you control over what metrics matter most.In today’s large-scale, microservices-driven environments, teams often face metrics bloat, Bollecting far more data than they need.
08/11/2025
Layer 7 Network Policies for AKS: Now Generally Available for Production Security and Observability!
We are thrilled to announce that Layer 7 (L7) Network Policies for Azure Kubernetes Service (AKS), powered by Cilium and Advanced Container Networking Services (ACNS), has reached General Availability (GA)!The journey from public preview to GA signifies a critical step: L7 Network Policies are now fully supported, highly optimized, and ready for your most demanding, mission-critical production workloads.We encourage you to enable L7 Network Policies on your AKS clusters and level up your network security controls for containerized workloads.
08/11/2025
Introducing eBPF Host Routing: High performance AI networking with Azure CNI powered by Cilium
Kubernetes networking relies on the Container Network Interface (CNI) for pod connectivity and routing.Azure CNI powered by Cilium natively integrates Azure Kubernetes service (AKS) data plane with Azure CNI networking modes for superior performance, hardware offload support, and enterprise-grade reliability.In this blog, we highlight the performance benefits of eBPF host routing, explain how to enable it in an AKS cluster, and provide a deep dive into its implementation on Azure.
08/11/2025
Introducing Local Identity with Azure Key Vault in Build 2510
We’re excited to announce public preview of local identity with Azure Key Vault that allows you to deploy an azure local cluster which is not dependent on active directory.With Local Identity and Azure Key Vault integration, you can:Join the private preview for Management Toolkit and Internal DNS.
07/11/2025
Compliance Meets AI: Wrapping Up an Incredible Series and Looking Ahead
Over the past six sessions, the Compliance Meets AI webinar series has taken us on a journey through the evolving landscape of compliance, security, and generative AI.Today’s final session, Deep Dive: Insider Risk for Copilot, was a powerful close to the series.We’re thrilled to announce that Compliance Meets AI will return in 2026 with new topics, deeper demos, and fresh insights into governance for emerging technologies.
07/11/2025
Google AI Releases ADK Go: A New Open-Source Toolkit Designed to Empower Go Developers to Build Powerful AI Agents
How do you build reliable AI agents that plug into your existing Go services without bolting on a separate language stack?Google has just released Agent Development Kit for Go.Go developers can now build AI agents with the same framework that already supports Python and Java, while keeping everything inside a familiar Go toolchain […]
07/11/2025
Empowering Multi-Agent Solutions with Microsoft Agent Framework - Code Migration and DevUI
The Agent Framework unifies these two approaches into a single SDK + runtime for building agents and multi-agent workflows for both Python and .NET.When paired with Azure AI Foundry Agent Service, you get a managed runtime to host agents, threads, tools, and connected multi‑agent workflows.One of the developer experience (DX) highlights of the Agent Framework is the DevUI component, an interactive UI for developing, testing, and debugging agents and workflows.
07/11/2025
Build Your Microsoft Ignite Schedule: Top Sessions for IT Pros
Welcome back to our Azure Tech Community Microsoft Ignite 2025 series!That’s why we’ve curated a list of sessions tailored specifically for IT Pros to help you make the most of your time, strengthen your technical strategy, and get inspired for the year ahead.Use the Ignite session scheduler feature in the session catalog to personalize your agenda, save your favorites, and organize your time at Ignite.
07/11/2025
Build Your Microsoft Ignite Schedule: Top Sessions for IT Pros
Welcome back to our Azure Tech Community Microsoft Ignite 2025 series!That’s why we’ve curated a list of sessions tailored specifically for IT Pros to help you make the most of your time, strengthen your technical strategy, and get inspired for the year ahead. End-to-end security for your AI platforms, apps, and agents (BRK267)Learn how to protect your organization’s AI assets and infrastructure using Microsoft’s integrated cloud security and compliance tools.
07/11/2025
General Availability Announcement: Regex Support in SQL Server 2025 & Azure SQL
We’re excited to announce the General Availability (GA) of native Regex support in SQL Server 2025 and Azure SQL — a long-awaited capability that brings powerful pattern matching directly into T-SQL.With Regex now natively supported in SQL Server 2025 and Azure SQL, this capability is built directly into T-SQL — no external languages or workarounds required.Meet the new Regex functions in T-SQL
07/11/2025
Exciting things on the horizon for PostgreSQL fans @ Ignite 2025
We have a packed lineup, including sessions exploring cutting-edge features and exclusive giveaways at the PostgreSQL on Azure booth. Led by Azure product leaders and executives from organizations driving innovation backed by PostgreSQL, these breakout sessions will dive into the coolest new capabilities and real-world use cases.Each breakout session is 45 minutes with live demos and Q&A, so you’ll get plenty of detail and interaction with Postgres experts.
07/11/2025
Why Spatial Supersensing is Emerging as the Core Capability for Multimodal AI Systems?
Even strong ‘long-context’ AI models fail badly when they must track objects and counts over long, messy video streams, so the next competitive edge will come from models that predict what comes next and selectively remember only surprising, important events, not from just buying more compute and bigger context windows.A team of researchers from […]The post Why Spatial Supersensing is Emerging as the Core Capability for Multimodal AI Systems? appeared first on MarkTechPost.
07/11/2025
Windows Autopatch for the US government: How to get started
This cloud-based service that has a proven record with enterprises has now been approved to be added to the Azure FedRAMP High Provisional Authorization to Operate (P-ATO).Windows Autopatch is now available to US government organizations as part of Microsoft 365 Government.If you’re using Microsoft Intune, the easiest way to automate your update process is to create one or more Windows Autopatch groups:
07/11/2025
New in Microsoft Marketplace: November 7, 2025
Learn about 151 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs.Asper: Asper is an AI-native platform for the consumer-packaged goods (CPG) industry.Asper integrates demand forecasting with revenue growth m, improves forecast accuracy, automates processes, and optimizes pricing and promotions for revenue and profit growth.
07/11/2025
How Copilot Technologies Are a Force-Multiplier for Global Opportunities or for Inclusive Growth
It’s a lifeline for mission-driven organizations navigating rising demand with limited resources.In today’s nonprofit landscape, the question is no longer if we use AI, but how we use it—with care, intention, and humanity.Microsoft Copilot is helping nonprofits do just that:It’s the power to reclaim time, restore dignity, and respond with compassion.And it’s only the beginning.You can read their full story on Microsoft for Nonprofits LinkedIn and discover how AI, when guided by purpose, can amplify the human impact: (28) How Copilot Technologies Are a Force-Multiplier for Global Opportunities or for Inclusive Growth |
07/11/2025
The 7 Statistical Concepts You Need to Succeed as a Machine Learning Engineer
When we ask ourselves the question, " what is inside machine learning systems? ", many of us picture frameworks and models that make predictions or perform tasks.
07/11/2025
Comparing the Top 6 Inference Runtimes for LLM Serving in 2025
Large language models are now limited less by training and more by how fast and cheaply we can serve tokens under real traffic.That comes down to three implementation details: how the runtime batches requests, how it overlaps prefill and decode, and how it stores and reuses the KV cache.The post Comparing the Top 6 Inference Runtimes for LLM Serving in 2025 appeared first on MarkTechPost.
07/11/2025
Build a Multi-Agent System for Integrated Transcriptomic, Proteomic, and Metabolomic Data Interpretation with Pathway Reasoning
In this tutorial, we build an advanced multi-agent pipeline that interprets integrated omics data, including transcriptomics, proteomics, and metabolomics, to uncover key biological insights.We begin by generating coherent synthetic datasets that mimic realistic biological trends and then move step by step through agents designed for statistical analysis, network inference, pathway enrichment, and drug repurposing.The post Build a Multi-Agent System for Integrated Transcriptomic, Proteomic, and Metabolomic Data Interpretation with Pathway Reasoning appeared first on MarkTechPost.
07/11/2025
Monitoring Generative AI Applications with Azure AI Foundry
By combining Azure Monitor’s baseline alerting framework with AI Foundry’s built-in metrics and telemetry, teams can achieve proactive monitoring aligned with Microsoft’s Azure Baseline Monitoring Alerts.🎯 Generative AI monitoring = traditional metrics + new dimensions of intelligence, quality, and safety.Azure AI Foundry gives you a complete monitoring framework for your AI workloads — combining traditional performance metrics with AI-specific signals like token usage, output quality, and safety.
07/11/2025
Troubleshooting Azure Virtual Desktop Sign-In Failures After Tenant Migration
Migrating an Azure subscription between tenants can sometimes surface unexpected authentication issues, especially for environments like Azure Virtual Desktop (AVD) that depend deeply on Microsoft Entra ID (formerly Azure AD) for identity and access control.This post walks through a real-world scenario where users were suddenly locked out of AVD sessions after a tenant migration, the investigation that followed, and the steps taken to restore access.Shortly after an Azure subscription was migrated from Tenant A to Tenant B, several users reported being unable to connect to their virtual desktops.The error message displayed:
07/11/2025
Manage Azure Firewall Rules,NSG rules, using Terraform resource blocks and csv files
Why Use Terraform and CSV for Azure Rule Management?Enhance visibility: Use Visual Studio Code extensions like Edit CSV or Rainbow CSV for easy rule inspection and editing.Define your Azure Firewall, NSG, and route table rules in CSV files.
07/11/2025
Moonshot AI Releases Kimi K2 Thinking: An Impressive Thinking Model that can Execute up to 200–300 Sequential Tool Calls without Human Interference
How do we design AI systems that can plan, reason, and act over long sequences of decisions without constant human guidance?Moonshot AI has released Kimi K2 Thinking, an open source thinking agent model that exposes the full reasoning stream of the Kimi K2 Mixture of Experts architecture.It targets workloads that need deep reasoning, […]
07/11/2025
Where Microsoft’s community comes alive: the Inspire Stage at ESPC25
At ESPC25 (December 1–4 in Dublin) the Inspire Stage returns as a cornerstone of the conference experience—offering a space where personal development, professional growth, and community connection converge.At ESPC24 in Stockholm, the Inspire Stage was a hub for 30-minute lightning talks focused on professional development and wellness.The Inspire Stage is more than a schedule of talks—it’s a reflection of the Microsoft community’s strength and generosity. It’s where MVPs, first-time attendees, and industry leaders come together to listen, learn, support one another, and grow collectively. It’s where hallway conversations turn into career breakthroughs, and where you realize you’re part of something bigger.
07/11/2025
Build an Autonomous Wet-Lab Protocol Planner and Validator Using Salesforce CodeGen for Agentic Experiment Design and Safety Optimization
In this tutorial, we build a Wet-Lab Protocol Planner & Validator that acts as an intelligent agent for experimental design and execution.We design the system using Python and integrate Salesforce’s CodeGen-350M-mono model for natural language reasoning.We structure the pipeline into modular components: ProtocolParser for extracting structured data, such as steps, durations, and temperatures, […]
07/11/2025
Title Plan Update – November 7, 2025
November 7, 2025 Title Plan Now Available (a little early)Access the latest Instructor-Led Training (ILT) updates anytime at http://aka.ms/Courseware_Title_Plan to ensure you're always working from the most current version.📌 Reminder: To help you stay informed more quickly and consistently, we’ve moved to a weekly publishing cadence for the title plan.
06/11/2025
Temporary disruption for some AI course labs during Ignite
We expect temporary disruption to several AI course labs due to product changes announced at Microsoft’s Ignite event.During this period, we anticipate that changes to the product may cause labs to be out of alignment.We expect all labs to be aligned by November 28, 2025.
06/11/2025
Check This Out! (CTO!) Guide (October 2025)
Summary: Microsoft has deployed the NVIDIA GB300 NVL72 infrastructure on Azure, offering unprecedented AI compute density in a single rack with 72 Blackwell Ultra GPUs and 36 Grace CPUs.Summary: The article discusses deploying a preconfigured Squid proxy solution to securely enable Microsoft Defender for Endpoint (MDE) and Microsoft Defender for Identity (MDI) connectivity in hybrid cloud environments.Summary: The article introduces the Azure NetApp Files Object REST API, a new solution enabling direct, secure, S3-compatible access to enterprise data for Azure analytics and AI services.
06/11/2025
Google AI Introduces DS STAR: A Multi Agent Data Science System That Plans, Codes And Verifies End To End Analytics
How do you turn a vague business style question over messy folders of CSV, JSON and text into reliable Python code without a human analyst in the loop?Google researchers introduce DS STAR (Data Science Agent via Iterative Planning and Verification), a multi agent framework that turns open ended data science questions into executable Python […]The post Google AI Introduces DS STAR: A Multi Agent Data Science System That Plans, Codes And Verifies End To End Analytics appeared first on MarkTechPost.
06/11/2025
You may be right after all! Disputing Submission Responses in Microsoft Defender for Office 365
a feature that elevates the transparency and responsiveness of threat management: the ability to dispute a submission response directly within Microsoft Defender for Office 365. With the new dispute submission response feature, Microsoft Defender for Office 365 bridges a critical gap in the incident response workflow.Come ready with your questions (or pre-submit here) for the expert Security MVPs on camera, or the Microsoft Defender for Office 365 product team in the chat!
06/11/2025
Upcoming webinars for Microsoft 365 Copilot customers
Have you joined our Customer Hub webinar sessions? In today's hybrid work environment, modern communication and solutions are essential.Leveraging AI and cutting-edge technology, our goal is to help you explore what you can achieve with Microsoft solutions—empowering smarter collaboration, streamlined workflows, and innovative ways to work.Join us for one or more of the upcoming sessions, including the launch of several new Copilot webinar series. We also have all past session recordings so you can watch any that you miss. Sign up today by clicking on any of the session titles below.
06/11/2025
Boosting Hybrid Cloud Data Efficiency for EDA: The Power of Azure NetApp Files cache volumes
As designs push the boundaries of PPA (Power, Performance, and reduced Area) to meet escalating market demands, the volume of associated design data has surged exponentially with a single System-on-Chip (SoC) project generating multiple petabytes of data during its development lifecycle, making data mobility and accessibility critical bottlenecks. To overcome these challenges, Azure NetApp Files (ANF) cache volumes are purpose-built to optimize data movement and minimize latency, delivering high-speed access to massive design datasets across distributed environments.By mitigating data gravity, Azure NetApp Files cache volumes empower chip designers to leverage cloud-scale compute resources on demand and at scale, thus accelerating innovation without being constrained by physical infrastructure.Azure NetApp Files cache volumes, built on proven NetApp FlexCache® technology, accelerate data access across distributed environments and from on-premises to Azure.
06/11/2025
Migrate & Modernize Your VMware Platform Using Azure VMware Solution Gen 2
This video series by Microsoft Global Blackbelts, Carlos Villuendas (CarlosV) and Trevor Davis (tredavis), guides users from configuring prerequisites to deploying, migrating on-premises VMware workloads to Azure VMware Solution, then integrating VMware workloads with Azure Native services for enhanced value.These are the first two videos, much more to come, please check back often. For requests, leave comments in the notes.
06/11/2025
Fast-Start Checklist for Microsoft Defender CSPM: From Enablement to Best Practices
When it comes to securing your multicloud environment, Microsoft Defender Cloud Security Posture Management offers a powerful suite of agentless capabilities.This blog post walks through a fast-start checklist to help you enable and operationalize DCSPM effectively, covering Policy Configuration, RBAC, enablement, and snapshot expectations. In this article, we’ll go step-by-step through the key actions needed to enable Microsoft Defender CSPM and start gaining visibility, context, and protection across your multicloud workloads:When the Defender CSPM plan is enabled at subscription level, you unlock a set of advanced posture capabilities that do not require agents.
06/11/2025
Accelerating Copilot-ready governance with a transactable offer
In this article, I connected with Michal Pisarek from Orchestry to explore their story, their path as a Microsoft partner, and how they’re helping organizations get Copilot-ready with smarter governance and streamlined adoption.About Michal [MP]: Michal Pisarek is CEO and Janitor of Orchestry, a Microsoft 365 governance platform that helps enterprises tighten permissions, streamline lifecycle management, and stay Copilot-ready.He speaks and writes on Microsoft 365 governance, permissions, and adoption.
06/11/2025
Announcing the Release of SQL Server Management Studio 22 Preview 5
Hi all – this week we released SQL Server Management Studio (SSMS) 22 Preview 5! It’s a smaller preview with a set of fixes for GitHub Copilot, you can view the list in the release notes. For those of you working with GitHub Copilot in SSMS, we recommend updating to this preview. If you’re not using GitHub Copilot in SSMS and you haven’t seen how it easy it makes writing and editing T-SQL, please give it a try!and it’s not over!We do not plan to have multiple major releases every year. Moving to Visual Studio 2022, and the Visual Studio 2026 (Preview) and SQL Server 2025 (Preview) announcements were factors that contributed to this year’s SSMS release schedule. We do not expect 2026 to have the same release cadence, and we’ll be working to find the right balance of delivering updates and new features without overwhelming organizations that prefer to stay on the latest build.
06/11/2025
People learn best when they feel welcome: The Story of Microsoft Security User Group Norway
Introduction of Microsoft Security User GroupThe first Microsoft Security User Group Norway meetup launched in Oslo with over 120 signups.Call for speakers: Microsoft Security User Group 2025: Call for Speakers @ Sessionize.com
06/11/2025
Billing Announcement: Azure Data Explorer Storage Adjustment (November 2025)
It was recently discovered that some Azure Data Explorer clusters were undercharging for the amount of data being stored.This was corrected on November 3rd which may result in an increase in the Azure Data Explorer cluster storage cost for some customers.Below are the two meters that are affected by this change.
06/11/2025
Sleigh the season: Holiday hacks with Microsoft Copilot
Create a guest itineraryIt’s never too early to think about gifts – especially with Black Friday and Cyber Monday fast approaching.With Microsoft Copilot, you can scope out deals and begin finding the perfect items for your loved ones.
06/11/2025
Announcing General Availability of Software Defined Networking (SDN) on Azure Local
Starting in Azure Local version 2510, we’re excited to announce the General Availability of Software Defined Networking (SDN) on Azure Local enabled by Azure Arc.This release introduces cloud-native networking capabilities for access control at the network layer, utilizing Network Security Groups (NSGs) on Azure Local.Key highlights in this release are:1- Centralized network management: Manage Logical networks, network interfaces, and NSGs through the Azure control plane – whether your preference is the Azure Portal, Azure Command-Line Interface (CLI), or Azure Resource Manager templates.2- Fine-grained traffic control: Safeguard your edge workloads with policy-driven access controls by applying inbound and outbound allow/deny rules on NSGs, just as you would in Azure.3- Seamless hybrid consistency: Reduce operational friction and accelerate your IT staff’s ramp-up on advanced networking skills by using the same familiar tools and constructs across both Azure public cloud and Azure Local.Software Defined Networking (SDN) forms the backbone of delivering Azure-style networking on-premises.
06/11/2025
Database Innovations: Your Guide to Microsoft Ignite 2025
In two weeks, we will share the latest news and features for SQL, NoSQL, and open-source databases on Azure, Fabric, and SQL Server at Microsoft Ignite. Held November 18 – 21 in San Francisco and online, Ignite is Microsoft’s largest event of the year, and we look forward to sharing product innovations, hearing best practices and insights from customers, and building new connections. Read on for all the Databases breakout sessions, demos, and labs taking place at Microsoft Ignite – and don’t forget to add them to your schedule. All times listed are in PST (Pacific Standard Time).Join the product teams from Azure SQL, SQL Server, Azure Cosmos DB, Azure Database for PostgreSQL, and Fabric Databases as they show off the innovative new features that will be announced at Microsoft Ignite. In-person attendees can dive deep into Azure SQL Database, Azure Cosmos DB, and Azure Database for PostgreSQL in technical workshops that run throughout Microsoft Ignite. Space is limited – so make sure you register in advance.
06/11/2025
Introducing Dell PowerScale for Azure: Now in Public Preview
We’re excited to announce the public preview of Dell PowerScale for Microsoft Azure – a fully managed, enterprise-grade file storage solution natively integrated into Azure.Supporting up to 8.4PB in a single namespace, Dell PowerScale offers the scalability needed for demanding modern workloads.This natively integrated solution uses purpose-built virtual machine infrastructure provisioned by Microsoft in the standard Azure hyper scaler environment.
06/11/2025
Making Teams Updates Seamless: Smarter Delivery with Peer-to-Peer download and Scattered Rollouts
The latest Teams updater makes this process more efficient than ever by introducing two innovative strategies: Delivery Optimization and Scattered Update.Delivery Optimization is a built-in Windows feature designed to make updates more efficient by reducing redundant downloads.To get the most out of Delivery Optimization, consider configuring settings for your tenant to allow peer-to-peer sharing and connected cache.
06/11/2025
Operationalizing the Sentinel data lake: A Practitioner’s Guide
This article is part of The Sentinel data lake Practitioner Series. Getting Started Notebook: Building Familiarity with the Data Lake FrameworkSecurity is a core focus at Ignite this year, with the Security Forum on November 17th, deep dive technical sessions, theater talks, and hands-on labs designed for security leaders and practitioners
06/11/2025
AI-Powered Db2 LUW to Azure Database for PostgreSQL Schema Converter
This blog introduces a custom-built tool designed to migrate database objects from IBM Db2 LUW (Linux, Unix, Windows) to Azure Database for PostgreSQL.The Db2 LUW to Azure PostgreSQL Database Converter is designed to facilitate the migration of IBM Db2 LUW (Linux, Unix, Windows) databases to Azure database for PostgreSQL.Created by the Microsoft Azure SQL CSE/Ninja Team, this tool provides an interface intended to support migration workflows.
06/11/2025
Free AI and Data Courses with 365 Data Science—100% Unlimited Access until Nov 21
From November 6 to November 21, 2025 (starting at 8:00 a.
06/11/2025
Putting People First: Welcoming Justin Spelhaug as President of Microsoft Elevate
Today, we’re honored to introduce someone who has spent his career standing alongside them: Justin Spelhaug, the new President of Microsoft Elevate.As Justin shared, “The AI era must put people first—not as a slogan, but as a plan.” Together, we’re building a future where AI strengthens institutions, expands opportunity, and uplifts those who serve others.
06/11/2025
Building Adaptive Multilingual Apps Using TypeScript and Azure AI Translator API
Azure AI Translator adds multilingual intelligence to applications via a REST API.The new 2025-05-01-preview version introduces Large Language Model (LLM) translation options alongside traditional Neural Machine Translation (NMT).For TypeScript developers, this unlocks richer style control (tone, gender), adaptive customization, and hybrid translation flows that balance speed, cost, and nuance.
06/11/2025
Unlock Structured OCR in TypeScript with Mistral Document AI on AI Foundry
Mistral Document AI (available as a serverless model in Azure AI Foundry) brings multimodal, layout‑aware document understanding directly into a developer workflow without provisioning GPUs.Mistral Document AI combines vision + language understanding to interpret complex page layouts.The model supports 25+ languages and handles PDFs and images (including scanned, mixed‑content pages) with high accuracy.
06/11/2025
Running Phi-4 Locally with Microsoft Foundry Local: A Step-by-Step Guide
In our previous post, we explored how Phi-4 represents a new frontier in AI efficiency that delivers performance comparable to models 5x its size while being small enough to run on your laptop.Today, we're taking the next step: getting Phi-4 up and running locally on your machine using Microsoft Foundry Local.Microsoft Foundry provides a simple API that lets you integrate Phi-4 into Python applications and connect it to real-time data sources.
06/11/2025
New in Microsoft Marketplace: November 6, 2025
Learn about 139 new offers that went live in Microsoft Marketplace, a single destination to find, try, and buy cloud solutions, AI apps, and agents to meet your business needs.In this workshop, BearingPoint will help you lay the foundation for a successful ERP initiative with Microsoft Dynamics 365 Business Central.Delivered by certified experts, this structured pilot allows users to experience Microsoft Places’ intelligent coordination, space optimization, and hybrid work capabilities, which are fully integrated with Microsoft Teams Premium.
06/11/2025
Azure PostgreSQL Lesson Learned #4: Fix Connection Error: No pg_hba.conf Entry, SSL off
The issue occurred when the customer attempted to connect to Azure PostgreSQL using psql and received this error:psql: error: could not connect to server: FATAL: no pg_hba.conf entry for host "", user "ange", database "postgres", SSL offFailing to configure SSL and validate network settings can lead to:
06/11/2025
Essential Chunking Techniques for Building Better LLM Applications
Every large language model (LLM) application that retrieves information faces a simple problem: how do you break down a 50-page document into pieces that a model can actually use? So when you’re building a retrieval-augmented generation (RAG) app, before your vector database retrieves anything and your LLM generates responses, your documents need to be split into chunks.
06/11/2025
CMU Researchers Introduce PPP and UserVille To Train Proactive And Personalized LLM Agents
Most LLM agents are tuned to maximize task success.They resolve GitHub issues or answer deep research queries, but they do not reason carefully about when to ask the user questions or how to respect different interaction preferences.The post CMU Researchers Introduce PPP and UserVille To Train Proactive And Personalized LLM Agents appeared first on MarkTechPost.
06/11/2025
Newsletter - Microsoft Global Community Initiative - November 2025
Microsoft Global Community Initiative Newsletter Microsoft Ignite, Nov 17-21 in San FranciscoDon’t miss out on the next General Session taking place on November 18th.
06/11/2025
Beyond Basics: Tracking Kafka Lag in Azure Event Hubs
Mastering Kafka Consumer Lag Monitoring in Azure Event HubsWhile Apache Kafka provides persistent offset storage and straightforward lag monitoring, Azure Event Hubs (Kafka-enabled) introduces unique challenges—especially for inactive consumer groups.This article presents practical strategies, code samples, troubleshooting tips, and best practices for tracking lag in both scenarios.
06/11/2025
Generalist AI Introduces GEN-θ: A New Class of Embodied Foundation Models Built for Multimodal Training Directly on High-Fidelity Raw Physical Interaction
How do you build a single model that can learn physical skills from chaotic real world robot data without relying on simulation?Generalist AI has unveiled GEN-θ, a family of embodied foundation models trained directly on high fidelity raw physical interaction data instead of internet video or simulation.The system is built to establish scaling […]
06/11/2025
Azure AI Foundry vs. Azure Databricks – A Unified Approach to Enterprise Intelligence
Key Insights into Azure AI Foundry and Azure Databricks Complementary Powerhouses: Azure AI Foundry is purpose-built for generative AI application and agent development, focusing on model orchestration and rapid prototyping, while Azure Databricks excels in large-scale data engineering, analytics, and traditional machine learning, forming the data intelligence backbone. Seamless Integration for End-to-End AI: A critica...
05/11/2025
Calling API Management using Entra ID authentication and testing with PowerShell
Integrating Entra ID or other compatible identity providers with Azure API Management is both easy and a great way to enhance security for your APIs. However, when you enforce authentication with the Validate JWT policy in API Management, you now have the extra step of obtaining a JWT token from your identity provider and supplying it to API Management. If you are writing code, this is fairly straight forward to achieve with the Azure Identity libraries, and there are great API testing ...
05/11/2025
🚀 Compliance Meets AI: Communication Compliance for Copilot – What You Missed!
Last Friday’s session was a game-changer for anyone looking to keep AI use safe, ethical, and compliant. We didn’t just talk theory—we showed real-world strategies for monitoring Copilot interactions and protecting sensitive data with Microsoft Purview Communication Compliance. Missed the session? No worries we have you covered. You can watch it here
05/11/2025
What's new in Viva Insights
Migration of manager insights to the Viva Insights web app We recently unified all manager insights into a single destination: the Viva Insights web app.We’ve added enhanced data quality visibility for admins and analysts in the Viva Insights web app, which enables them to better understand and act on the quality of organizational data used in Viva Insights and Microsoft 365 Copilot.
05/11/2025
Access bug fixes version 2510 (Build 19328.20158)
Undo/Redo don’t work for Bring To Front and Send To Back commands.In Form/Report Design view, after executing a Bring To Front or Send To Back command to re-order controls, Undo will now restore the previous state.Syntax highlighting makes keywords hard to read with dark Office themes in the Monaco SQL editor.
05/11/2025
Announcing the Annual Release Cadence for Microsoft Configuration Manager
Starting with version 2609, Microsoft Configuration Manager will transition to an annual release cadence. This change is a formalization of the direction we’ve communicated at events and in customer conversations. Microsoft Intune is the future of device management, and all new innovations will occur there. Configuration Manager will continue to serve your on-premises devices, with a renewed focus on security, stability, and long-term support. Why Move to an Annu...
05/11/2025
A Guide to Adaptive Cloud at Microsoft Ignite 2025
This year’s event is all about driving impact in the era of AI.Join Microsoft leaders, including Judson Althoff, Scott Guthrie, Jeremy Winter, and Asha Sharma as they share breakthrough announcements in Cloud and AI platforms, AI business solutions, Security, and emerging technologies.Learn how intelligent infrastructure, agentic operations, and AI-driven tools are transforming cloud reliability, security, and agility for every workload.
05/11/2025
How to Build a Model-Native Agent That Learns Internal Planning, Memory, and Multi-Tool Reasoning Through End-to-End Reinforcement Learning
In this tutorial, we explore how an agent can internalize planning, memory, and tool use within a single neural model rather than relying on external orchestration.We design a compact, model-native agent that learns to perform arithmetic reasoning tasks through reinforcement learning.By combining a stage-aware actor-critic network with a curriculum of increasingly complex environments, […]
05/11/2025
OpenAI Introduces IndQA: A Culture Aware Benchmark For Indian Languages
How can we reliably test whether large language models actually understand Indian languages and culture in real world contexts? OpenAI has released IndQA, a benchmark that evaluates how well AI models understand and reason about questions that matter in Indian languages across cultural domains. Why IndQA? OpenAI states that about 80 percent of people worldwide […] The post
05/11/2025
Automating IOC hunts in Microsoft Sentinel data lake
Security operations are undergoing significant transformation driven by the introduction of AI and a rapidly evolving threat landscape. With Microsoft Sentinel data lake now generally available, organizations can centralize all their security data in a purpose-built security data lake. This helps optimize costs, simplify ...
05/11/2025
Unlocking Developer Innovation with Microsoft Sentinel data lake
Microsoft Sentinel is evolving rapidly, transforming to be both an industry-leading SIEM and an AI-ready platform that empowers agentic defense across the security ecosystem.In our recent webinar: Introduction to Sentinel data lake for Developers, we explored how developers can leverage Sentinel’s unified data lake, extensible architecture, and integrated tools to build innovative security solutions.This post summarizes the key takeaways and actionable insights for developers looking to harness the full power of Sentinel.
05/11/2025
Google AI Introduces Consistency Training for Safer Language Models Under Sycophantic and Jailbreak Style Prompts
How can consistency training help language models resist sycophantic prompts and jailbreak style attacks while keeping their capabilities intact? Large language models often answer safely on a plain prompt, then change behavior when the same task is wrapped with flattery or role play. DeepMind researchers propose consistent training in a simple training lens for this […] The post
05/11/2025
Public Preview: Custom WAF Block Status & Body for Azure Application Gateway
Introduction Azure Application Gateway Web Application Firewall (WAF) now supports custom HTTP status codes and custom response bodies for blocked requests. This Public Preview feature gives you more control over user experience and client-side handling, aligning with capabilities already available on Azure Front Door WAF. Why this matters Previously, WAF re...
05/11/2025
Announcing General Availability of Larger Container Sizes on Azure Container Instances
Today, we are excited to announce the general availability of larger container sizes on Azure Container Instances (ACI).Customers can now deploy workloads with higher vCPU and memory for standard containers, confidential containers, containers with virtual networks, and containers utilizing virtual nodes to connect to Azure Kubernetes Service (AKS).After improving this feature based on customer feedback, ACI now supports vCPU counts greater than 4 and memory capacities of 16 GB, with a maximum of 31 vCPU and 240 GB for standard containers and a maximum of 31 vCPU and 180 GB for confidential containers.
05/11/2025
Mastering Copilot Content Governance with SharePoint Advance Management - Session 4
In our final session covering Mastering Copilot Governance webinar, we are joining by Senior Engineer, Georges Wikam and we discuss how Microsoft 365 Copilot is only as good as the data it can access.If your SharePoint environment is cluttered with stale content or overshared files, Copilot’s responses—and your security posture—will suffer.That’s where SharePoint Advanced Management (SAM) comes in.
05/11/2025
Empower Smarter AI Agent Investments
This curated series of modules is designed to equip technical and business decision-makers, including IT, developers, engineers, AI engineers, administrators, solution architects, business analysts, and technology managers, with the practical knowledge and guidance needed to make cost-conscious decisions at every stage of the AI agent journey. From identifying high-impact use cases and understanding cost drivers, to forecating ROI, adopting best practices, designing scalable and effect...
05/11/2025
How to Diagnose Why Your Language Model Fails
Language models , as incredibly useful as they are, are not perfect, and they may fail or exhibit undesired performance due to a variety of factors, such as data quality, tokenization constraints, or difficulties in correctly interpreting user prompts.
05/11/2025
Deploying Third-Party Firewalls in Azure Landing Zones: Design, Configuration, and Best Practices
As enterprises adopt Microsoft Azure for large-scale workloads, securing network traffic becomes a critical part of the platform foundation. Azure’s Well-Architected Framework provides the blueprint for enterprise-scale Landing Zone design and deployments, and while
05/11/2025
Performance and Scalability of Azure HBv5-series Virtual Machines
Azure HBv5-series virtual machines (VMs) for CPU-based high performance computing (HPC) are now Generally Available. This blog provides in-depth information about the technical underpinnings, performance, cost, and management implications of these HPC-optimized VMs. Azur HBv5 VM bring leadership levels of performance, cost optimization, and server (VM) consolidation for a variety of workloads driven by memory performance, such as computational fluid dynamics, weather simulation, geosci...
05/11/2025
Azure Container Registry Repository Permissions with Attribute-based Access Control (ABAC)
General Availability announcementToday marks the general availability of Azure Container Registry (ACR) repository permissions with Microsoft Entra attribute-based access control (ABAC).ABAC augments the familiar Azure RBAC model with namespace and repository-level conditions so platform teams can express least-privilege access at the granularity of specific repositories or entire logical namespaces.
05/11/2025
Profiles in Partnership Ep 23 | Partnering for Success: Building Trust and Specialization with Joseph Khalaf
For organizations operating within the Microsoft partner ecosystem, understanding the dynamics of strategic partnerships is more important than ever.In this episode of IAMCP Profiles in Partnership “Partnering for Success: Building Trust and Specialization” with Joseph Khalaf, hosts Anthony Carrano and Rudy Rodriguez have a candid and insightful conversation about what it really takes to build lasting success in the Microsoft Partner ecosystem. Joseph Khalaf's journey from a 17-year Microsoft engineer to the founder of ampiO Solutions illustrates the importance of making the leap from a technical expert to a relationship builder.
05/11/2025
How Can We Build Scalable and Reproducible Machine Learning Experiment Pipelines Using Meta Research Hydra?
In this tutorial, we explore Hydra, an advanced configuration management framework originally developed and open-sourced by Meta Research.We begin by defining structured configurations using Python dataclasses, which allows us to manage experiment parameters in a clean, modular, and reproducible manner.The post How Can We Build Scalable and Reproducible Machine Learning Experiment Pipelines Using Meta Research Hydra? appeared first on MarkTechPost.
05/11/2025
Accelerating the multi-cloud advantage: Storage migration paths into Azure storage
Broaden your customer base and enhance your app’s exposure by bringing your AWS-based solution to Azure and listing it on Microsoft Marketplace.This guide will walk you through how Azure storage services compare to those on AWS—spotlighting important differences in architecture, scalability, and feature sets—so you can make confident choices when replicating your app’s storage layer to Azure.When replicating your app from AWS to Azure, start by mapping your existing storage services to the closest Azure equivalents.
04/11/2025
Ignite Connections: Unleashing Community & Networking at Microsoft Ignite 2025
We’re excited to showcase the community sessions from all three of our key solution areas: AI Business Solutions, Cloud & AI Platforms, and Security.Experience Community at Microsoft IgniteRegister now, share this with your network, and start planning your attendee experience today.
04/11/2025
When Your CRM Plays Hide-and-Seek: The Mystery of Missing Columns in Dynamics 365
What Happened? Personal views across multiple organizations started showing empty columns, even though the data was there. For businesses that rely on these views for daily decisions, this isn’t a normal glitch—the end users can easily assume that “no data” in the view means no data in the record and make decisions based on an incomplete picture of customer informat...