https://blogs.microsoft.com/ 2026-09-23T13:50:38.804221+00:00 Microsoft python-feedgen https://www.google.com/s2/favicons?domain=blogs.microsoft.com&sz=64 https://www.google.com/s2/favicons?domain=blogs.microsoft.com&sz=256 Combined Microsoft feed: Official Microsoft Blog, On the Issues, Research, Source (global + EMEA PL), Signal, Unlocked (PL), the Microsoft 365 Blog, DevBlogs, the Microsoft Open Source blog, MCSCAT, GenAIScript, the Microsoft 365 Developer changelog, and the Tech Community blogs. tag:trvny.github.io,2024:feedseek/microsoft/006fd27859d94991 2026-09-30T17:00:00+00:00 Learn what's new in Visual Studio Code 1.140 (Insiders)... 2026-09-30T17:00:00+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/dff539682bf271a0 2026-09-23T17:00:00+00:00 Learn what is new in Visual Studio Code 1.139... 2026-09-23T17:00:00+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/0ad4c8ab986696a0 2026-09-23T02:14:54+00:00 Understand how Copilot agents perform and interact with models and tools. The GitHub Copilot app now supports OpenTelemetry (OTel) configuration through enterprise-managed settings. OTel is an open source observability framework.… The post OpenTelemetry in the GitHub Copilot app appeared first on... 2026-09-23T02:14:54+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/907491f6b86bad6b 2026-09-23T00:34:18+00:00 GitHub Copilot for JetBrains 1.18.0 brings AI-assisted tool approvals, more control over agent conversations, and shared skills and instructions for your organization. You can also review plans with the Codex… The post New features and improvements in Copilot for JetBrains appeared first on The... 2026-09-23T00:34:18+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/04b78300bd14bdd2 2026-09-22T22:56:55+00:00 Organizations modernize infrastructure in different ways. Some prioritize a simple, integrated platform; others need to preserve SAN investments, scale storage independently, or support workloads with different storage requirements. In this post, we'll explore the storage options available in Azure Local, when to use each one, and the business benefits they unlock. One Platform, Multiple Storage Architectures Azure Local brings multiple storage choices into a consistent, cloud-connected platform 2026-09-22T22:56:55+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/39381ffc41aa8df0 2026-09-22T22:24:48+00:00 C++ code intelligence in GitHub Copilot CLI is now faster with support for whole codebase indexing. C++ repositories can contain millions of lines of code across deeply connected source files… The post Faster C++ code intelligence with whole codebase indexing appeared first on The GitHub Blog... 2026-09-22T22:24:48+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/06af239bfa5ed829 2026-09-22T21:34:06+00:00 Anthropic's Claude Opus 5.5 and OpenAI's GPT-6 Sol are rolling out to Microsoft Copilot today across Word, Excel, PowerPoint, Chat, Cowork, and Copilot Studio. Bringing Claude Opus 5.5 and GPT-6 Sol to Microsoft Copilot reflects Microsoft's commitment to giving customers access to the latest AI innovations as they emerge. As AI continues to evolve, Microsoft is expanding model choice in Copilot so customers can benefit from the unique strengths of different models within a familiar, trusted, and 2026-09-22T21:34:06+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/a6620344214b8033 2026-09-22T21:08:03+00:00 ESPC Microsoft 365 and AI conference returns to Amsterdam from November 30 to December 3, 2026, bringing together thousands of IT professionals, business leaders, developers, architects, and consultants for four days of innovation, learning, and networking. With hundreds of sessions, workshops, and opportunities to connect with peers and industry experts, ESPC 2026 promises something for everyone in the Microsoft ecosystem. At the heart of the conference are four inspiring keynote sessions that 2026-09-22T21:08:03+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/3b1381de74a16af4 2026-09-22T20:17:22+00:00 AI changed what teams ask of Kubernetes. Workloads today are more than a stateless web tier, they are an inference service with an expensive GPU behind it, an agent that behaves unpredictably, and a data path that shifts from dataset throughput to checkpoint durability to serving latency as the application matures. Today at the Reactor event , we are showing demos and announcing new capabilities to support your AI workloads. This wave of AKS releases answers three of those pressures directly: is 2026-09-22T20:17:22+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/fa8f852d5c6e6036 2026-09-22T20:06:20+00:00 In architectural discussions surrounding modern data systems, we previously examined how pivoting from an event-driven to a change-driven paradigm introduces a highly efficient, low-cost model for dependency inversion. Rather than requiring downstream systems to reconstruct context from a deluge of raw events, this approach leverages Drasi, an open-source data change processing platform, to evaluate complex data variations across disparate sources and trigger instantaneous reactions. By utilizin 2026-09-22T20:06:20+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/24379b8db8d3f27c 2026-09-22T19:51:43+00:00 Azure Functions can already connect to many Azure services through triggers and bindings. With managed connectors, your functions can access about 1,700 connectors across services such as Microsoft 365, Microsoft Teams, Dataverse, SharePoint, OneDrive , and third-party systems. Connector triggers deliver events from these services to your function, while typed connector clients let your code take actions against them. You get this broader integration surface without writing the webhook registrat 2026-09-22T19:51:43+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/9330b73bc1821a27 2026-09-22T19:22:34+00:00 Support for Node.js 22 will end on April 30, 2027, please transition to Node.js 24 by that date. Your Azure Function apps will continue to run, but security patches and updates will no longer be provided and customer support for Node.js 22 will be discont... 2026-09-22T19:22:34+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/9c6694fb0444f8d6 2026-09-22T18:51:48+00:00 Flex Nodes for AKS is a deployment option for application and platform teams to use hybrid and edge infrastructure as connected worker nodes to an AKS control plane in Azure. Flex Nodes provide a consistent Kubernetes control plane while enabling teams to... 2026-09-22T18:51:48+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/8a4af818b2a959d8 2026-09-22T18:45:09+00:00 You don’t need to learn every AI tool before finding something useful to do with one. Start with a task you already understand: organizing notes, preparing a presentation, or finding information. This guide brings together practical examples, governance resources, and learning materials from the HLS blog and other Microsoft teams. If you’re new to AI, begin with the exercise below. If you’re responsible for a rollout, head to the governance section. Resource guide updated September 22, 2026. Bef 2026-09-22T18:45:09+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/2fe8132a63c0d391 2026-09-22T17:57:34+00:00 Introduction One of the most common questions during Azure networking troubleshooting is: “Did anything change before the issue started?” Whether we are investigating VPN/, connectivity problems, Azure Firewall behavior changes, VM outages, routing issues, or application failures, identifying recent configuration changes is often the fastest way to determine the root cause. Change Analysis is a powerful capability built on Azure Resource Graph that allows engineers and administrators to quickly 2026-09-22T17:57:34+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/da8711b734f6b829 2026-09-22T17:10:23+00:00 Claude Opus 5.5, Anthropic’s newest Opus model, is now available in GitHub Copilot. You can use it for agentic coding, long-running agentic tasks, and knowledge work. In early testing, Opus… The post Claude Opus 5.5 is now available in GitHub Copilot appeared first on The GitHub Blog... 2026-09-22T17:10:23+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/9b1fa73218f41cc0 2026-09-22T17:00:14+00:00 OpenAI’s GPT-6 family is expanding in GitHub Copilot with two additional models: GPT-6 Sol, and GPT-6 Luna. Joining the previously released GPT-6 Astra, these new options let you select the… The post OpenAI’s GPT-6 Sol and GPT-6 Luna now available appeared first on The GitHub Blog... 2026-09-22T17:00:14+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/f8a046d51cce0493 2026-09-22T16:47:05+00:00 AI models are increasingly taking on work that extends far beyond a single prompt: building a feature across a codebase, investigating a complex issue, synthesizing hundreds of pages of information, or working through a multi-step business process. As that work gets longer, raw intelligence is only part of what matters. The model also needs to stay focused, make good decisions along the way, communicate what it is doing, and produce work that people can quickly review and use. Today, Claude Opus 2026-09-22T16:47:05+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/a59c3a557739fa97 2026-09-22T16:36:55+00:00 There’s plenty of Microsoft AI news. Figuring out which updates deserve your attention takes more work. This edition brings together practical reads from the Healthcare and Life Sciences Blog and other Microsoft teams, covering everyday work, clinical workflows, business apps, and governance. Recent reading from August 24 through September 22, 2026. Availability reflects the sources available on September 22. Readiness items are labeled separately. In this edition From the HLS blog : choosing Co 2026-09-22T16:36:55+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/76f9dbe3ac6a0d9d 2026-09-22T16:00:00+00:00 Something has changed in the enterprise AI conversations I have been part of over the past few months. A year ago, much of the discussion was about what agents can do . Can they reason across multiple steps? Use tools? Access enterprise data? Complete a workflow? Increasingly, I hear different questions. How much work should we give an agent? How much authority should it have? Who owns it once it is in production? What happens when nobody is watching? These aren’t model questions. They are opera 2026-09-22T16:00:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/29a37adf1bd8c5e0 2026-09-22T15:15:00+00:00 Organizations have spent the past few years trying to get people building with AI. That effort is working: Agents are moving beyond experimentation and into real business processes. For IT teams, this kind of successful adoption creates a new set of questions. What agents exist across the organization? Who owns them and what systems and data can they access? How are they being used, and what do they cost to operate? Are they healthy? And how do you know when an agent’s risk profile or behavior c 2026-09-22T15:15:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/373464fd801623e4 2026-09-22T15:07:56+00:00 Microsoft has disrupted EvilTokens, a powerful cybercrime platform that used AI at every step of the attack chain—from compromising email accounts to designing intricate roadmaps for financial fraud and scams. While EvilTokens helped cybercriminals access email accounts, at the center of the service was an AI-style chatbot that could analyze a victim’s inbox and help... The post Disrupting EvilTokens: The AI Chatbot Built for Cybercrime appeared first on Microsoft On the Issues . 2026-09-22T15:07:56+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/7682628864e7b67e 2026-09-22T14:53:54+00:00 Enterprise AI has entered a new phase. For much of the past decade, the challenge was building enough compute for machine learning. Today, organizations need platforms for foundation model training, fine-tuning, large-scale inference, agentic systems, and enterprise AI. As these workloads grow in scale and sophistication, the infrastructure supporting them is undergoing a fundamental transformation. The defining characteristic of modern AI infrastructure is no longer compute alone. It is topolog 2026-09-22T14:53:54+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/36a788f3372d2c01 2026-09-22T14:11:47+00:00 We’re removing several SSH algorithms, adding a new algorithm, and requiring larger RSA SSH keys to improve security. The changes are as follows: We’re removing the ability to use RSA… The post Security improvements for SSH appeared first on The GitHub Blog... 2026-09-22T14:11:47+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/578c4003252d34d0 2026-09-22T09:21:03+00:00 Starting with CodeQL CLI 2.27.0, the all-platform CodeQL bundle (i.e., codeql-bundle.tar.gz and codeql-bundle.tar.zst), which includes the binaries for all supported platforms up to this release, is marked as deprecated. In… The post Deprecation notice: All-platform CodeQL bundle appeared first on... 2026-09-22T09:21:03+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/a071128fe0e49ce6 2026-09-22T07:00:00+00:00 Guest post by Adhish Rao, MSc Systems Engineering for the Internet of Things, UCL Developed through UCL's Industry Exchange Network (IXN) with Microsoft industry supervision. About me My name is Adhish Rao, an Electronic Engineering graduate and MSc Systems Engineering for the Internet of Things student at University College London (UCL). My interests sit at the intersection of systems engineering, artificial intelligence, IoT and robotics, particularly how probabilistic AI components can be int 2026-09-22T07:00:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/1ee8e45b1f866dc3 2026-09-22T07:00:00+00:00 1. The story starts with someone who doesn't write code Let me start with a scene I keep running into at community events. Late last year, after a meetup, I got an email. The sender wasn't a developer — he was a marketing manager at a manufacturing customer. He wrote: "I installed Claude Code from your tutorial. I wanted it to fix a static web page. Instead I found out it can read the dozen Excel files I drop in, write a script to crunch them, and generate a PowerPoint. My weekly dealer briefing 2026-09-22T07:00:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/d45b4c02cca36f19 2026-09-22T04:14:37+00:00 先日、2026年8月6日に開催された Marketplace community の partner office hour に、長岩とともに登壇しました。テーマは、Microsoft Commercial Marketplace の最新動向と、日本で提供が始まったばかりの multiparty private offer (MPO) を軸にした、日本市場でのチャネルビジネスの成長です。当日は多くのパートナーの皆様にご参加いただき、活発なご質問もいただきました。本記事では、その要点を Blog として共有します。日本のチャネルビジネスに関心をお持ちの ISV・販売パートナーの皆様のヒントになれば幸いです。 Marketplace はいま、どれだけ伸びているのか まず長岩から、Marketplace の全体像と市場のモメンタムをお話ししました。 Marketplace は、Microsoft AppSource と Azure Marketplace を統合した購買プラットフォームです。お客様はソリューションの「検索 → 購入 → デプロイ」までを一気通貫で行え、ISV にとっては販売チ 2026-09-22T04:14:37+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/f34404644702c18b 2026-09-22T01:25:53+00:00 The new repository pull requests page is now generally available to all GitHub users. Highlights The new page makes it easier to find and act on pull requests in a… The post Refreshed repository pull requests page generally available appeared first on The GitHub Blog... 2026-09-22T01:25:53+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/cc420147697f9c07 2026-09-22T00:49:12+00:00 This release is about making everyday database workloads more predictable. It fixes a collection of issues that could appear under connection failures, retries, transactions, pooling, streaming, encryption, and newer SQL Server data types. If your application uses Microsoft.Data.SqlClient, upgrading to 7.1.0 gives you a provider with fewer sharp edges in the paths your application already depends on. Connections and transactions behave more reliably Connection pooling is one of those features th 2026-09-22T00:49:12+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/f1a58862787ed414 2026-09-22T00:00:51+00:00 Welcome to a new series for a new era of MSPs! I'm Bryan Irwin and in this new blog series, I'll share practical guidance to help managed service providers grow with Microsoft. Managed service providers (MSPs) turn software into impact. A product announcement becomes a working configuration. A security recommendation helps protect a customer. A licensing change transforms into a business opportunity. Your actions define how users experience Microsoft products and services and we want your experi 2026-09-22T00:00:51+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/bdad4d18a97213da 2026-09-21T21:13:18+00:00 Enterprise owners can now export a complete inventory of every credential that can access their enterprise (e.g., SSH keys, classic and fine-grained personal access tokens, OAuth App access tokens, and… The post GitHub Enterprise adds credential inventory exports appeared first on The GitHub Blog... 2026-09-21T21:13:18+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/ab31146297a68d49 2026-09-21T20:42:18+00:00 We’re improving the Microsoft Graph Data Connect (MGDC) for SharePoint Sites dataset to provide more complete information for read-locked and archived sites. What’s changing Previously, read-locked and archived sites appeared as partial rows, with only a limited number of columns populated. With this update, these sites are fully populated with the same fields and level of detail as other sites in the dataset. What you’ll see in the data 1)      Fully populated rows Standard fields that were pre 2026-09-21T20:42:18+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/1552968d8c22c6e6 2026-09-21T18:44:49+00:00 Azure Sphere OS version 26.09 is now available in the Retail feed. This release includes updates to the Azure Sphere OS only, with no update to the SDK. If your devices are connected to the internet, they will receive the updated OS from the cloud.The 26... 2026-09-21T18:44:49+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/09315519a1715aaa 2026-09-21T17:48:33+00:00 The post Microsoft brings AI-ready capabilities across its India cloud infrastructure appeared first on Source . 2026-09-21T17:48:33+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/5217bb80167f9f8a 2026-09-21T17:18:56+00:00 Azure Sphere OS version 26.09 is now available in the Retail feed. This release includes updates to the Azure Sphere OS only, with no update to the SDK. If your devices are connected to the internet, they will receive the updated OS from the cloud. The 26.09 OS Retail release migrates the underlying Azure Sphere OS Linux Kernel version from the 5.10 to 6.1 branch, aligning Azure Sphere with the Linux CIP Platform for Super Long-Term Support. This will be Azure Sphere's final major kernel update 2026-09-21T17:18:56+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/58c9cb1506f53644 2026-09-21T16:58:19+00:00 Today we're previewing a new way to build cloud apps with GitHub Copilot in VS Code: a guided Copilot experience that takes you from idea to a deployed Azure app through a structured, predictable workflow instead of a free-form chat session that may or ma... 2026-09-21T16:58:19+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/a53cf04d019dd6f2 2026-09-21T16:55:34+00:00 Azure Functions support for PowerShell 7.6 is now generally available. You can now develop apps using PowerShell 7.6 locally and deploy them to Azure Functions plans. Learn more: Updating your app to PowerShell 7.6 What's new in PowerShell 7.6? Azure... 2026-09-21T16:55:34+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/9ffdf80a4ef396c4 2026-09-21T16:44:41+00:00 Meet virtual nodes on ACI Azure Kubernetes Service (AKS) gives you managed Kubernetes: the full Kubernetes API without operating the control plane yourself. Virtual nodes on Azure Container Instances go a step further, letting your pods run directly on Azure's serverless container platform, with the elasticity and with no capacity planning and no waiting for machines. Whether you already run AKS or want a managed Kubernetes that bursts without node management, this is for you. In short: virtual 2026-09-21T16:44:41+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/4fd83dd2221de744 2026-09-21T16:30:21+00:00 Today we published our latest Global AI Diffusion Report. Global AI diffusion continued to climb in the second quarter of 2026. In June, AI usage was 18.8% of the working-age population worldwide, an increase of about 1% from the first quarter of this year. Growth was broad-based: almost every economy saw increased usage. Notably, the... The post The continued state of global AI diffusion in 2026 appeared first on Microsoft On the Issues . 2026-09-21T16:30:21+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/6d417ad6063f3dfa 2026-09-21T16:04:27+00:00 Securing multiple tenants has never been more critical. From mergers and acquisitions to shadow IT and test environments, multi-tenant complexity can introduce gaps in security, compliance, and governance. Now that Microsoft Entra Tenant Governance is generally available, you can gain visibility across every tenant, implement consistent policies, and confidently reduce shadow-tenant risk. A strong identity foundation prepares you for the age of AI. To help you get started, we’re hosting exclusiv 2026-09-21T16:04:27+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/8609ebb2392f2acd 2026-09-21T16:00:00+00:00 As threats move faster and security environments grow more complex, security teams need to quickly understand what matters, where potential risks may exist, and when action is needed. The value of Defender Experts MDR, which includes Defender Experts Hunting, extends beyond the incidents customers see. Across managed detection and response and managed threat hunting, Microsoft experts proactively investigate suspicious activity and emerging threats, helping provide earlier awareness of potential 2026-09-21T16:00:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/4135326f736c8182 2026-09-21T16:00:00+00:00 Azure API Management now provides a generally available policy for sending messages to Azure Service Bus. Using the send-service-bus-message policy , an API request can send a message directly to a Service Bus queue or topic. This allows you to put a governed HTTP API in front of an asynchronous messaging solution, without adding an intermediary service just to translate and forward the request. The API Management announcement explains how to configure the policy. In this post, we look at the Se 2026-09-21T16:00:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/ce92ef014f8967be 2026-09-21T15:30:19+00:00 Custom-made molecules are advancing medicine, materials, and agriculture, but producing them is slow and expensive. A new Nature paper highlights RetroChimera, a predictive model that helps accelerate chemical synthesis, helping researchers explore a wide range of molecules. The post Improving synthesis prediction of small molecules at scale with RetroChimera appeared first on Microsoft Research . 2026-09-21T15:30:19+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/660bf03ca86fc1b5 2026-09-21T15:00:00+00:00 As enterprise generative AI applications mature, engineering teams face a continuous balancing act between cost, latency, and response quality. Hard-coding a frontier model for every request ensures high quality but maximizes token costs and latency. Conversely, defaulting to smaller, faster models risks degradation in accuracy for complex reasoning tasks. To solve this architectural challenge, developers can use the model router in Foundry Models —an intelligent, real-time routing engine. By co 2026-09-21T15:00:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/3b76581d0481f381 2026-09-21T14:59:49+00:00 The post Microsoft launches $1 million Community-First Grants to support nonprofits appeared first on Source . 2026-09-21T14:59:49+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/2761dd45b97ce37b 2026-09-21T14:54:12+00:00 Grok 4.7, xAI’s latest reasoning model, is now rolling out in GitHub Copilot. Building on Grok 4.6, it is designed for agentic coding and complex, multistep workflows. This model is… The post Grok 4.7 is now available in GitHub Copilot appeared first on The GitHub Blog... 2026-09-21T14:54:12+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/27de0a8a10b92565 2026-09-21T13:34:07+00:00 With Elasticsearch Vector Database , Elastic's new serverless offering for vector workloads, Azure customers can build semantic search, retrieval-augmented generation (RAG), and agent-powered experiences. Azure Native Integrations make it easy to discover, deploy, and manage the resource through the Azure portal. Built for AI, without managing a search cluster Elasticsearch Vector Database brings key retrieval capabilities together, so you can focus on your application: Hybrid search and relevan 2026-09-21T13:34:07+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/91f4e2ff42418a40 2026-09-21T10:05:48+00:00 Building the Local RAG System The system was designed as a fully local RAG pipeline, with both retrieval and model inference running on the same machine. The knowledge base came from two equipment manuals covering pump and motor operation, maintenance, and troubleshooting. Rather than treating every page as plain text, I kept different types of information in forms that matched their structure, including paragraphs, Q&A entries, tables, procedures, and fault–cause–remedy troubleshooting records. 2026-09-21T10:05:48+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/e778f3310fa4603f 2026-09-21T07:51:46+00:00 A model can fail on features released before its knowledge cutoff, then succeed on ones released after it. We tested hundreds of product changes and found that the date tells you far less than the work does. The post Knowledge cutoff is a poor proxy for model capability appeared first on Microsoft for Developers . 2026-09-21T07:51:46+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/927c16dff12babf9 2026-09-21T07:00:00+00:00 In the rapidly evolving landscape of generative AI, large language model (LLM) evaluations have matured into standardized benchmark suites, Elo leaderboards, and automated judge pipelines. However, in the realm of Text-to-Image (T2I) synthesis , technical teams frequently slip back into what can only be described as "prompt roulette": tossing a few creative prompts into a playground, marveling at the most photorealistic image, and declaring a winner. In enterprise software engineering, this subj 2026-09-21T07:00:00+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/0ed5aa4f2fd5a933 2026-09-21T00:03:58+00:00 Azure gives you two main ways to pay less by committing up front. A reservation gets you the deepest discount, but you are locking in a specific SKU in a specific region. A savings plan gives up some of that discount in exchange for freedom: you are only committing to spend a certain amount per hour on compute and database services, and it does not care which region you spend it in. Until now, a reservation could move with you. If your infrastructure or database environment changed, or a workloa 2026-09-21T00:03:58+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/b9c5e42bb7960607 2026-09-18T22:04:00+00:00 The post Civic life starts close to home and leads to the ballot box appeared first on Source . 2026-09-18T22:04:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/d3c1546683bb930c 2026-09-18T20:44:23+00:00 Our latest release of Mixed Reality Link introduces new ways to connect your mixed reality headset with your Windows PC. With this update, your headset becomes more than just a display. You can now use its built-in microphone and cameras directly with Windows, making it easier to communicate, collaborate, and share your perspective with others. Use Your Headset's Microphone Whether you're joining a Teams meeting, playing a game, chatting with friends, or speaking with an AI assistant, your voice 2026-09-18T20:44:23+00:00 Tech Community tag:trvny.github.io,2024:feedseek/microsoft/cbde4620c702e1cb 2026-09-18T20:17:22+00:00 Copilot code review now gives you a clearer view of how a review changes over time, more intelligently auto-resolves its own suggestions, and generates useful commit messages when you accept… The post Copilot code review: An improved review experience appeared first on The GitHub Blog... 2026-09-18T20:17:22+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/9a3d27b14d82a780 2026-09-18T19:23:49+00:00 You can now use the generally available REST API to manage the Restrict code coverage repository ruleset option, in addition to the existing UI support. This ruleset lets you enforce… The post Manage the code coverage ruleset condition with the REST API appeared first on The GitHub Blog... 2026-09-18T19:23:49+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/587e82fd87bc8721 2026-09-18T19:21:22+00:00 This week, GitHub Copilot adds new model selection options, code review updates, and Sentry integration in the Copilot app. There are also updates for admins, plus new agent features in… The post GitHub Copilot weekly releases — September 14 appeared first on The GitHub Blog... 2026-09-18T19:21:22+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/906bb43f276e137b 2026-09-18T19:10:53+00:00 In public preview, Foundry Agent Service adds Foundry Routines, a native trigger primitive for running published agents automatically. Production agents often need to run on a schedule or when a business event occurs, and today that means assembling exter... 2026-09-18T19:10:53+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/7019e34a4540cad0 2026-09-18T19:00:00+00:00 We will deprecate the following models across all GitHub Copilot experiences (including Copilot Chat, inline edits, ask and agent modes, and code completions) on October 19th, 2026: Model Deprecation date… The post Upcoming deprecation of selected GitHub Copilot models in mid-October appeared first... 2026-09-18T19:00:00+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/a5ebc66cad15aa7b 2026-09-18T17:29:29+00:00 The Mdsv4 and Msv4 Series are memory-optimized virtual machine series built on 6th Generation Intel® Xeon® Scalable processors and enhanced with advanced security capabilities and the latest Azure Boost technologies. Designed for demanding memory-intensiv... 2026-09-18T17:29:29+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/12d0b2283b6e35ad 2026-09-18T17:24:02+00:00 Microsoft Foundry now exposes enable and disable actions for Foundry agent objects within the Agent 365 governance surface in Microsoft Admin Center, generally available. Administrators can control whether a Foundry agent is available for use across their... 2026-09-18T17:24:02+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/15ffc96d3bd7731e 2026-09-18T17:23:21+00:00 In public preview, Microsoft Foundry now lets customers govern the outbound connections a hosted agent can make. Customers author ordered rules matched on destination host, including FQDN with wildcards such as *.contoso.com, with actions to allow, deny... 2026-09-18T17:23:21+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/78e86d0131d2dfeb 2026-09-18T17:21:47+00:00 The post Why the basics still matter for cybersecurity in the AI era appeared first on Source . 2026-09-18T17:21:47+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/23c648bd5159ad43 2026-09-18T17:21:06+00:00 Publishing Microsoft Foundry agents to Microsoft 365 Copilot and Teams is now generally available. An agent only delivers value once it reaches the people who need it, and Foundry developers previously had no native path to make their agents operational a... 2026-09-18T17:21:06+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/ad0127e8c89399f2 2026-09-18T17:13:07+00:00 The post Recap: XBOX at Tokyo Game Show 2026 appeared first on Source . 2026-09-18T17:13:07+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/f63330e79d65ac16 2026-09-18T16:44:11+00:00 You can now monitor the synchronization status of your logical replication slots in Azure Database for PostgreSQL – Flexible Server using the new logical_replication_slot_sync_status metric. This Azure Monitor metric shows whether each logical replication... 2026-09-18T16:44:11+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/6f7db5bc4bc1b3b8 2026-09-18T16:37:50+00:00 You can now select Read and write (stage only) when creating an npm granular access token. This lets your automated workflows stage package versions for review without giving the token… The post Stage-only npm tokens for safer automation appeared first on The GitHub Blog... 2026-09-18T16:37:50+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/8f7cb3e564f59a36 2026-09-18T15:51:06+00:00 Updated troubleshooting guidance is now available for Azure Database for PostgreSQL flexible server. You can use the expanded documentation to diagnose high CPU, memory, IOPS, temporary file usage, and autovacuum issues, helping you identify root causes a... 2026-09-18T15:51:06+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/454547008a9991f7 2026-09-18T15:49:46+00:00 Azure Database for PostgreSQL elastic clusters now support PostgreSQL 18, bringing the latest PostgreSQL capabilities to distributed, cloud-scale workloads. You can build new applications or modernize existing ones with the performance, reliability, and d... 2026-09-18T15:49:46+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/cfbfb7473f2f828a 2026-09-17T21:47:27+00:00 The Copilot impact dashboard now shows how many active users regularly use key Copilot features. Enterprise administrators can quickly see which experiences are widely adopted and which may need more… The post Copilot impact dashboard now shows feature engagement appeared first on The GitHub Blog... 2026-09-17T21:47:27+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/7fbb1d664de30e85 2026-09-17T21:08:50+00:00 GitHub Copilot expands existing CLI report coverage with agentic activity metrics for skills, custom agents, Model Context Protocol (MCP) servers, slash commands, and plugins. What’s new The fields appear in… The post Agentic CLI customizations now in the usage metrics API appeared first on The... 2026-09-17T21:08:50+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/0888e0628c2700f0 2026-09-17T18:36:44+00:00 Azure Payments HSM v2 is a highly available, single-tenant Payment HSM service for payment processing, credential issuance, PIN processing, key management, and authentication data protection. Customers retain exclusive administrative control of an isolate... 2026-09-17T18:36:44+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/da3138aa9af98f64 2026-09-17T17:40:33+00:00 High-scale mesh using connected group in Azure Virtual Network Manager is now in general availability. In available regions, customers may connect up to 3,000 virtual networks in a single mesh connectivity configuration by default and higher scale IP conn... 2026-09-17T17:40:33+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/a4ef61465bc23155 2026-09-17T16:27:16+00:00 The Ubuntu 26.04 runner image for GitHub Actions is now out of public preview and fully supported for production workflows on both x64 and arm64. As part of this release,… The post Ubuntu 26 generally available and latest migration appeared first on The GitHub Blog... 2026-09-17T16:27:16+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/ba788d57500e5665 2026-09-17T15:45:26+00:00 Workflow execution protections for GitHub Actions, previously in public preview, are now generally available for GitHub Enterprise, organizations, and repositories. Execution protections let you define an allowlist that controls who… The post Workflow execution protections in GitHub Actions... 2026-09-17T15:45:26+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/a555a54c29bad217 2026-09-17T14:12:22+00:00 The post Microsoft Discovery lowers barriers to chip design appeared first on Source . 2026-09-17T14:12:22+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/a6454e57a2b2a128 2026-09-17T14:00:05+00:00 AI is reshaping work faster than any organization has fully mastered. Across industries, the conversation has shifted from what AI can do to how companies can use AI to create business value and expand what people are able to achieve. At Microsoft, we believe the organizations that succeed will be what we call Frontier Firms:... The post What we’ve learned from Microsoft’s own AI transformation appeared first on The Official Microsoft Blog . 2026-09-17T14:00:05+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/70ff7b63d5f5adce 2026-09-16T20:20:16+00:00 Enterprise admins can now automate SSO authorization for existing classic personal access tokens (PATs) and SSH keys for organizations in GitHub Enterprise Cloud, replacing manual per-organization authorization by your developers.… The post Automate SSO authorization for classic PATs and SSH keys... 2026-09-16T20:20:16+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/4df4917d39640e56 2026-09-16T20:19:58+00:00 SCIM user responses from GitHub now include the standard profileUrl attribute defined by RFC 7643, containing the absolute URL of the GitHub account linked to the external identity. Previously, matching… The post SCIM user responses now include a profileUrl attribute appeared first on The GitHub... 2026-09-16T20:19:58+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/aaa1a76c676339bc 2026-09-16T20:17:18+00:00 Previously, when a member used all the Copilot AI credits available to them, they were blocked from Copilot features that consume credits. This release adds a flow for them to… The post Copilot budget increase requests are generally available appeared first on The GitHub Blog... 2026-09-16T20:17:18+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/30ad623dde2352ec 2026-09-16T18:59:58+00:00 Microsoft has been in the business of education for five decades. Since the earliest days of this company, we have worked alongside educators, students, families and educational leaders through each new wave of technology — and we have learned what helps learning and what gets in the way. That commitment continues today, in a technological... The post Microsoft’s commitment for AI in education: Protecting students, strengthening learning appeared first on The Official Microsoft Blog . 2026-09-16T18:59:58+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/8f9235e98bd47034 2026-09-16T17:19:02+00:00 The containerized SAP data connector retired on September 14, 2026 and is unsupported and unmaintained. Existing TLS-compliant agents may continue sending logs through the retired HTTP Data Collector API. Container images will be removed on October 14, 20... 2026-09-16T17:19:02+00:00 Microsoft 365 Developer Changelog tag:trvny.github.io,2024:feedseek/microsoft/2bc51ade1c787746 2026-09-16T14:22:21+00:00 The post Introducing Microsoft 365 G7: AI tools for government teams appeared first on Source . 2026-09-16T14:22:21+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/de6f711769e1860c 2026-09-16T09:09:51+00:00 Your AI coding agent passed the eval. But did the model know the answer, or did it find it somewhere on your machine? A correct answer can still invalidate your measurement. The post Your AI coding agent evaluation is only as good as its sandbox appeared first on Microsoft for Developers . 2026-09-16T09:09:51+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/46dad33538ba3ae5 2026-09-15T22:06:42+00:00 The post Microsoft announces quarterly dividend increase appeared first on Source . 2026-09-15T22:06:42+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/ecb2194adb913ef7 2026-09-15T21:39:41+00:00 Why LinkedIn is challenging an overbroad government demand—and why Congress must make secrecy the exception Today, the U.S. Court of Appeals for the Fourth Circuit heard oral argument in LinkedIn’s (a Microsoft subsidiary) appeal challenging a government demand for user records and a related secrecy order that is preventing LinkedIn from notifying those users that... The post Protecting customer privacy means standing up for transparency appeared first on Microsoft On the Issues . 2026-09-15T21:39:41+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/53d7932a9b938c32 2026-09-15T18:32:59+00:00 The post Microsoft’s partners debut new Windows PCs at IFA appeared first on Source . 2026-09-15T18:32:59+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/acf968043573d4ef 2026-09-15T18:28:17+00:00 The post How the Copilot Creators Collective is shaping the future of creativity and AI literacy appeared first on Source . 2026-09-15T18:28:17+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/7bba41d69f7cb5ad 2026-09-15T16:00:11+00:00 An interview coach has to do more than ask questions. It needs to read a resume, follow up on an incomplete answer, and save enough context to give useful feedback at the end. Some of that work is conversation. Some of it requires calling an application service. The GitHub Copilot SDK lets you use the […] The post Build an interview coach app with the GitHub Copilot SDK appeared first on Microsoft for Developers . 2026-09-15T16:00:11+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/287b73dbebf64534 2026-09-15T15:00:00+00:00 Microsoft 365 G7 brings AI, Copilot, agent governance, security, and compliance together to help government agencies modernize securely. The post Introducing Microsoft 365 G7: Intelligence + Trust for the mission ahead appeared first on Microsoft 365 Blog . 2026-09-15T15:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/c29cc40f9d6e38ee 2026-09-15T14:05:51+00:00 As Americans prepare to vote this November, artificial intelligence is changing how many people find and understand election information.  Some voters are deliberately turning to AI tools with questions about candidates, ballot measures, election procedures, and issues that matter to their communities. Others are encountering AI-generated summaries at the top of search results. In either... The post 2026 midterm elections: Helping voters navigate election information in the age of AI appeared fi 2026-09-15T14:05:51+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/1cab18c95c2489d4 2026-09-14T20:40:00+00:00 The post Great example from Jeff Hollan showing how Foundry makes long-running agents enterprise-ready, starting with business outcomes and building security, safety guardrails, auditability, and FinOps into the system from the start, across the entire multi-agent, multi-model workflow. appeared first on Source . 2026-09-14T20:40:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/fedf6806ae2882e7 2026-09-14T19:38:00+00:00 The post Quincy, Washington shows what’s possible when you build datacenters with communities, and grow together over time. appeared first on Source . 2026-09-14T19:38:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/40ab0ea9d93325fa 2026-09-14T18:38:27+00:00 The post Inside the pharmaceutical industry’s AI shift appeared first on Source . 2026-09-14T18:38:27+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/ffde022e2f1d855f 2026-09-14T18:32:00+00:00 The post Any pursuit of superintelligence has to be grounded in the core principle that if the AI we build is not helping humanity and under human control, it’s not worth pursuing. [Read more] appeared first on Source . 2026-09-14T18:32:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/6b1b75cfd52e0245 2026-09-14T18:30:55+00:00 The post Nearly half of Irish workers reassess careers as AI reshapes work appeared first on Source . 2026-09-14T18:30:55+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/b9199964d7edfadb 2026-09-10T17:05:03+00:00 The post XBOX commemorates over 20 years in Japan at Tokyo Game Show 2026 appeared first on Source . 2026-09-10T17:05:03+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/7393efb776e4c3b2 2026-09-10T16:00:17+00:00 Today, Microsoft is sharing our Safe Participation Framework, which centers on designing and enabling safe, privacy-preserving, and age-appropriate experiences for young people online. Members of our AI Youth Futures Council have delivered a clear message: they want to learn, create, and prepare for a future with AI. Protecting their privacy, ensuring their safety, and preserving their opportunity... The post Safe Participation Framework: Opportunity and Safety for the Next Generation in the Age 2026-09-10T16:00:17+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/9a0db56fa5f7db98 2026-09-10T16:00:00+00:00 Join Microsoft at ESPC 2026 in Amsterdam to explore the latest innovations in Microsoft 365, Copilot, agents, and AI. The post ESPC 2026 is coming to Amsterdam: Bringing Microsoft and the community together appeared first on Microsoft 365 Blog . 2026-09-10T16:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/8be9653afffebbe5 2026-09-10T15:54:08+00:00 The post How one startup uses AI to expand financial access in Europe appeared first on Source . 2026-09-10T15:54:08+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/17dff41e915dd077 2026-09-10T15:00:00+00:00 Create full-stack business apps through conversation, grounded in your data with app building in Copilot Cowork and Copilot Studio. The post Build apps in Copilot Cowork and Copilot Studio appeared first on Microsoft 365 Blog . 2026-09-10T15:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/610d62e12c2463a9 2026-09-10T13:08:37+00:00 The post What if everything changes tomorrow? A Canadian company is using AI to help businesses navigate supply chain uncertainty appeared first on Source . 2026-09-10T13:08:37+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/9e7c82f9d3780f55 2026-09-10T02:08:00+00:00 The post With the National Football League (NFL) back tonight, love seeing Seattle Seahawks analyst Brian Eayrs and coaches across the league using new Copilot and Excel tools to help with decision making in the booths and on the sidelines. appeared first on Source . 2026-09-10T02:08:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/10535b70f6fae160 2026-09-09T22:29:40+00:00 The post What a battery breakthrough reveals about AI and scientific memory appeared first on Source . 2026-09-09T22:29:40+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/10ae00eacc713110 2026-09-09T22:17:46+00:00 The post How AI is transforming media and entertainment through orchestrated intelligence appeared first on Source . 2026-09-09T22:17:46+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/c3e4a63eea724087 2026-09-09T22:01:44+00:00 The post Beyond the benchmark: How an adaptive AI approach drives scientific discovery appeared first on Source . 2026-09-09T22:01:44+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/83c039ec33ceb632 2026-09-09T15:30:00+00:00 The post This first-of-a-kind agreement will set a new standard for safe and responsible AI use in schools. We are making these protections available to every school district in the US. appeared first on Source . 2026-09-09T15:30:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/e434a81638c0e0cc 2026-09-09T15:02:52+00:00 The post Protecting students in the age of AI: A new school standard appeared first on Source . 2026-09-09T15:02:52+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/5d268713dd7d54c7 2026-09-09T09:14:04+00:00 The smartest model can cost five times more and deliver the same result, or even a worse one. See how evaluating your own work helps you get more value from your agent budget. The post Your work might not need the smartest model appeared first on Microsoft for Developers . 2026-09-09T09:14:04+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/12ebab8cc50337cb 2026-09-08T22:54:29+00:00 The post Helping families and educators support safer experiences on Windows appeared first on Source . 2026-09-08T22:54:29+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/9f0c2ba5898e11bd 2026-09-08T21:50:41+00:00 The post Codename MDASH brings agentic AI cybersecurity to the US government appeared first on Source . 2026-09-08T21:50:41+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/c84a57a97fd6c729 2026-09-08T16:45:12+00:00 Lab Director Chris White has worked on research challenges with real-world implications—from new approaches to wartime data analysis to tools for combating human trafficking. He talks to program manager Weishung Liu about the influences that led to the work and more. The post Called to serve: Tech, research, and positive impact with Chris White appeared first on Microsoft Research . 2026-09-08T16:45:12+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/c6e6a57a2df43445 2026-09-08T14:27:42+00:00 The post Building Africa’s AI future on trust appeared first on Source . 2026-09-08T14:27:42+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/912c849c9f5c4021 2026-09-06T23:17:19+00:00 The post It was a great week for innovation across the model ecosystem. We’re bringing these new models into Copilot, enabling it to take on increasingly complex work, from quick questions to delegated tasks and, increasingly, complete long-running jobs through Autopilots. [Read more] appeared first on Source . 2026-09-06T23:17:19+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/86b8579fe6eca80c 2026-09-04T17:30:53+00:00 The post Super excited about HydraFusion in GitHub Copilot, and what it shows about the shift from model selection to model orchestration. By bringing together multiple models to plan, build, critique, and complete coding tasks, it can deliver outcomes at up to 67% lower cost. [Read more] appeared first on Source . 2026-09-04T17:30:53+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/cd55566b4dc04301 2026-09-04T06:00:00+00:00 The post Excited to see early customers already using Astra on Azure! appeared first on Source . 2026-09-04T06:00:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/e7d362aa3abee1cc 2026-09-04T02:25:00+00:00 The post GPT-6 Astra brings more capable AI to the workplace appeared first on Source . 2026-09-04T02:25:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/cc9fd833aadba7d3 2026-09-03T22:00:00+00:00 The post Looking forward to this ecosystem with open models continuing to flourish and grow with NVIDIA and Hugging Face, and the continued partnership! appeared first on Source . 2026-09-03T22:00:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/95cc1af881b443cd 2026-09-03T17:00:21+00:00 The post Meet MAI-Transcribe-2: A faster and more accurate speech recognition model appeared first on Source . 2026-09-03T17:00:21+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/1c67067b85ff0f1e 2026-09-03T15:00:00+00:00 Every enterprise runs on business processes, but it's the people that provide judgment, manage exceptions, and often connect systems that were never designed to work together. The post PPCC 2026: Bringing AI and your business processes together appeared first on Microsoft 365 Blog . 2026-09-03T15:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/764394556b9c68c4 2026-09-02T23:28:00+00:00 The post The yield imperative: Rethinking success in AI infrastructure appeared first on Source . 2026-09-02T23:28:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/b1bea4d39cc3afe0 2026-09-02T19:41:08+00:00 The post Explore the Designed for Xbox Cozy Collection appeared first on Source . 2026-09-02T19:41:08+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/6eb574889c413ac3 2026-09-02T16:28:46+00:00 The post How Kier Group’s Louisa Finlay is using Copilot to drive safety and productivity in the construction industry appeared first on Source . 2026-09-02T16:28:46+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/05166c02badc8a48 2026-09-02T06:00:02+00:00 As we enter the next era, what will be the defining measure of our progress? Every industry has a word that shapes how it thinks. For pilots, it’s safety. For insurers, it’s risk. For the semiconductor industry, it’s yield. Yield does not ask how elegant the solution is, how many years it took or what... The post The yield imperative: Turning AI infrastructure into useful intelligence appeared first on The Official Microsoft Blog . 2026-09-02T06:00:02+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/a89ee49fe8f346cc 2026-09-01T17:00:00+00:00 The post From AI readiness to impact: Why a strong data foundation determines success in healthcare appeared first on Source . 2026-09-01T17:00:00+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/5862bb1cdae6ef51 2026-09-01T14:49:27+00:00 Today, Microsoft published its 2026 Responsible AI Transparency Report. The report highlights the progress we’ve made in building and deploying AI responsibly, supporting our customers, and strengthening our responsible AI governance, tools, and practices. You can explore the report in its entirety here. AI is moving fast, and so are societal expectations. The boundaries of... The post Responsible AI in 2026: How we are adapting for what’s ahead appeared first on Microsoft On the Issues . 2026-09-01T14:49:27+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/3d8d6ff6cfc02380 2026-09-01T00:00:00+00:00 How GitHub Copilot harness agents use SharePoint metadata to find applicable documents, scope knowledge search, and answer without hand-built routing logic. 2026-09-01T00:00:00+00:00 Microsoft MCSCAT tag:trvny.github.io,2024:feedseek/microsoft/5bd4e0b1775cd563 2026-08-31T21:24:53+00:00 Today, the House of Representatives passed historic legislation that will protect our customers’ most fundamental privacy rights in the cloud. The bipartisan NDO Fairness Act (H.R.6048) would require that federal courts apply a rigorous standard when issuing non-disclosure orders (NDOs), or secrecy orders, that prevent technology providers from telling customers when law enforcement accesses their emails, texts, photos, and other personal information in the cloud. Microsoft has strongly supporte 2026-08-31T21:24:53+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/1621f6709a15390c 2026-08-31T16:08:55+00:00 The post Microsoft and AWS simplify cloud connections for the AI era appeared first on Source . 2026-08-31T16:08:55+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/8b83437bdb89b0fc 2026-08-31T16:00:00+00:00 What if pathology foundation models could do more with less? GigaPath-Flash and GigaTIME-Flash cut computational demands while maintaining strong performance, opening the door to larger studies and broader exploration. The post GigaPath-Flash and GigaTIME-Flash: Toward population-scale discovery with efficient pathology foundation models appeared first on Microsoft Research . 2026-08-31T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/cdbaa82337a4f3f5 2026-08-28T19:57:58+00:00 The post How startups in regulated industries are using AI appeared first on Source . 2026-08-28T19:57:58+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/f1938e3601b46e37 2026-08-28T19:49:20+00:00 The post Catching wildfires earlier: AI gives firefighters a head start appeared first on Source . 2026-08-28T19:49:20+00:00 Microsoft Source tag:trvny.github.io,2024:feedseek/microsoft/105485106f9cfa12 2026-08-27T06:50:43+00:00 The post AI zwiększa znaczenie ludzkiego osądu. Polskie rozwiązanie wspiera rozwój kompetencji przyszłości w europejskich szkołach appeared first on Source EMEA . 2026-08-27T06:50:43+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/34b22370b609d728 2026-08-25T16:00:18+00:00 Most developers I talk to aren’t asking whether Azure SQL Database can handle their next app. They’re asking where to start when it comes to modernization, migration, and AI in the database. If you’re reading this, you’re probably in a similar boat: you’ve got an existing schema or databases, a scaling question you haven’t had […] The post Start here: Azure SQL Foundations series appeared first on Microsoft for Developers . 2026-08-25T16:00:18+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/4ee9ff1c86c37307 2026-08-25T15:00:00+00:00 We are happy to announce a 30-day trial experience for Azure SRE Agent. New customers can create and configure the SRE Agent at their own pace, with no charges for setup time or keeping agents ready. During the trial, you can connect your agents to telemetry, source code, incident management platforms, and other operational tools, […] The post Try Azure SRE Agent with no always-on charges appeared first on Microsoft for Developers . 2026-08-25T15:00:00+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/750f4e8b456174d6 2026-08-25T00:00:00+00:00 Use the Power Platform API to retrieve daily Copilot Credit consumption per agent, persist it in Dataverse, and build tenant-wide dashboards. 2026-08-25T00:00:00+00:00 Microsoft MCSCAT tag:trvny.github.io,2024:feedseek/microsoft/61f626052440ca81 2026-08-24T07:00:00+00:00 Understand how Work IQ is used, when Copilot Credits apply, and how to configure controls in the Microsoft 365 and Power Platform admin centers. 2026-08-24T07:00:00+00:00 Microsoft MCSCAT tag:trvny.github.io,2024:feedseek/microsoft/6dd0bcee23877860 2026-08-20T16:00:00+00:00 Skala 1.1, the updated deep-learning exchange-correlation functional from Microsoft Research, provides greater accuracy, expanded accessibility across the computational chemistry ecosystem, and a living benchmark to track computational performance. The post Broadening access to Skala creates a faster path to predictive DFT appeared first on Microsoft Research . 2026-08-20T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/7adf76b6291051d9 2026-08-18T00:00:00+00:00 Use Agent Review Tool to investigate findings, assess skill quality, and understand configuration relationships before releasing a Copilot Studio agent. 2026-08-18T00:00:00+00:00 Microsoft MCSCAT tag:trvny.github.io,2024:feedseek/microsoft/d99737365e80ef21 2026-08-13T17:12:39+00:00 The post A gym built for better basketball appeared first on Microsoft Signal Blog . 2026-08-13T17:12:39+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/e1692a280427d588 2026-08-12T21:15:15+00:00 The post CARE-X makes radiology AI more effective in clinics appeared first on Microsoft Signal Blog . 2026-08-12T21:15:15+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/0377a19f73319b13 2026-08-12T16:00:00+00:00 A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological relationships and highlights new opportunities to strengthen spatial reasoning and planning. The post MindTopo reveals VLMs’ spatial reasoning abilities appeared first on Microsoft Research . 2026-08-12T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/f7ae1ab15a72c6d4 2026-08-11T18:06:22+00:00 The post MAI-Code-1.1-Flash cuts costs, speeds up coding appeared first on Microsoft Signal Blog . 2026-08-11T18:06:22+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/daffd14d3d224b12 2026-08-11T16:00:00+00:00 Radiology AI is evolving beyond report generation. CARE-X explores a unified approach that combines flexible reasoning, calibrated predictions, and measurement-based tools for chest X-ray interpretation. The post Introducing CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement appeared first on Microsoft Research . 2026-08-11T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/de4fe2be549647d3 2026-08-07T21:45:31+00:00 The post Two journeys into Indonesia’s digital economy appeared first on Microsoft Signal Blog . 2026-08-07T21:45:31+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/62dddce56e9ec588 2026-08-07T21:43:34+00:00 The post Copilot trial helps small businesses embrace AI appeared first on Microsoft Signal Blog . 2026-08-07T21:43:34+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/6058f6499f7fd7b3 2026-08-07T18:17:26+00:00 The post Microsoft grows cloud capacity in India appeared first on Microsoft Signal Blog . 2026-08-07T18:17:26+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/d2a15c2f0f8750ce 2026-08-07T00:00:00+00:00 Identify GitHub Copilot harness agents, review their environments, and apply Power Platform controls to manage Copilot Credit consumption during maker development and production use. 2026-08-07T00:00:00+00:00 Microsoft MCSCAT tag:trvny.github.io,2024:feedseek/microsoft/83d2ea257d9f0a9f 2026-08-04T21:19:13+00:00 The post Microsoft introduces open-source framework for AI agents appeared first on Microsoft Signal Blog . 2026-08-04T21:19:13+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/59683642baecb9ef 2026-08-04T21:13:57+00:00 The post Where AI creates value at work appeared first on Microsoft Signal Blog . 2026-08-04T21:13:57+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/f4bfcb3e44567003 2026-08-03T21:06:49+00:00 The post Hackers target travelers through public Wi-Fi networks appeared first on Microsoft Signal Blog . 2026-08-03T21:06:49+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/c3fb403dfa499f43 2026-08-03T16:00:00+00:00 Orchard is an open-source framework for the research community to train and evaluate AI agents across task types. It reduces complexity while supporting strong performance from smaller models by enabling researchers to reuse the same infrastructure. The post Orchard: An open framework for scalable agentic AI appeared first on Microsoft Research . 2026-08-03T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/c0da08a8defbe5b5 2026-07-31T20:25:17+00:00 The post New AI model cuts cybersecurity costs in half appeared first on Microsoft Signal Blog . 2026-07-31T20:25:17+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/b5a70ddd71b6dc07 2026-07-31T16:33:40+00:00 The post Leading by example to build Singapore’s AI-ready workforce appeared first on Microsoft Signal Blog . 2026-07-31T16:33:40+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/80bf690d16c85f54 2026-07-30T21:32:14+00:00 The post Microsoft 365 Copilot growth signals broader AI shift appeared first on Microsoft Signal Blog . 2026-07-30T21:32:14+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/f33ff27145990344 2026-07-30T21:30:41+00:00 The post The new math of AI performance appeared first on Microsoft Signal Blog . 2026-07-30T21:30:41+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/9125598dea5b24ca 2026-07-30T17:00:00+00:00 Computer-use AI agents struggle with multi-step workflows like email and customer support. Echoverse trains agents in realistic environments rather than simply providing more training tasks, helping them improve as the tasks, tests, and environments evolve. The post Echoverse: Deep, evolving environments for computer-use agents appeared first on Microsoft Research . 2026-07-30T17:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/12f3d41f1fa0326f 2026-07-30T16:00:00+00:00 LLMs do not get smarter just by remembering more. EvoLib turns experience into evolving knowledge, taking reusable skills and insights that help models learn and adapt across tasks long after deployment. The post EvoLib: Turning experience into evolving knowledge appeared first on Microsoft Research . 2026-07-30T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/8479883fe99d5806 2026-07-30T15:33:15+00:00 The post Young Mexican entrepreneurs turn AI skills into local impact appeared first on Microsoft Signal Blog . 2026-07-30T15:33:15+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/860b56b262f50e5d 2026-07-30T13:00:00+00:00 In yesterday’s earnings call, we shared that Microsoft 365 Copilot has surpassed 30 million paid seats, with net seat adds more than doubling quarter over quarter. The post The next measure of AI momentum is work transformed appeared first on Microsoft 365 Blog . 2026-07-30T13:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/b36341e8ae6bfff3 2026-07-28T16:04:42+00:00 The post From AI experimentation to Frontier Transformation appeared first on Microsoft Signal Blog . 2026-07-28T16:04:42+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/3c9104f14a237998 2026-07-28T16:00:10+00:00 Throughout this past fiscal year, customers across every industry and segment moved from AI experimentation to deploying AI for real-world business outcomes. They unlocked innovation and created new opportunities for growth. We saw the emergence of Frontier Firms as they moved beyond efficiency gains to focus on human ambition and embed AI at the core... The post Looking back on Microsoft’s FY26: From AI experimentation to Frontier Transformation appeared first on The Official Microsoft Blog . 2026-07-28T16:00:10+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/c3afa29e2e370c74 2026-07-28T00:00:00+00:00 A Copilot Studio Skill that turns any document, email, or press review into a two-host podcast episode, with multi-voice SSML, an Azure Text to Speech endpoint, and an agent you can listen to from your phone. 2026-07-28T00:00:00+00:00 Microsoft MCSCAT tag:trvny.github.io,2024:feedseek/microsoft/9230b81368b1f0f7 2026-07-27T21:27:39+00:00 The post Fantasy Premier League gets an AI assistant appeared first on Microsoft Signal Blog . 2026-07-27T21:27:39+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/016e979d09b7a410 2026-07-27T16:34:52+00:00 The post A new system helps cybersecurity keep up with AI appeared first on Microsoft Signal Blog . 2026-07-27T16:34:52+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/bfd854806ca81e5c 2026-07-27T16:30:09+00:00 Editor’s note: Updates with additional details on the model’s crash score. Why security needs a new cyber stack — Introducing Project Perception The physics of cybersecurity are changing. Autonomous systems can now reason, adapt and operate continuously. At the same time, the cost of offense is falling, while the volume, velocity and complexity of what... The post Rethinking security for the age of AI appeared first on The Official Microsoft Blog . 2026-07-27T16:30:09+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/548075bbc4bb985e 2026-07-24T20:46:29+00:00 The post Cyberattackers change tactics, look beyond email appeared first on Microsoft Signal Blog . 2026-07-24T20:46:29+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/ff3a8011b93801cd 2026-07-24T20:27:48+00:00 The post XBOX brings classic games to PC and handhelds appeared first on Microsoft Signal Blog . 2026-07-24T20:27:48+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/cc9ba8c855b4cf63 2026-07-23T21:46:01+00:00 The post Microsoft unveils 2 new AI models appeared first on Microsoft Signal Blog . 2026-07-23T21:46:01+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/bea5db2ed47335d0 2026-07-23T19:16:00+00:00 The post From kittens to ALS, AI expands nonprofits’ reach appeared first on Microsoft Signal Blog . 2026-07-23T19:16:00+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/4ebcdd3c95d13d44 2026-07-23T19:03:53+00:00 Building on Microsoft 365 Copilot? Here’s your playbook. Declarative agents are quickly becoming one of the most exciting ways to extend Microsoft 365 Copilot and bring organizational knowledge, workflows, and tools directly into the flow of work. But as agent capabilities grow, so does the need for practical guidance: How do you build agents that […] The post The Microsoft 365 Copilot Agent’s Playbook: A Practical Livestream Series for Building Better Agents appeared first on Microsoft for Deve 2026-07-23T19:03:53+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/47af509ff3c0459e 2026-07-23T18:15:39+00:00 The post How smaller AI models can do more appeared first on Microsoft Signal Blog . 2026-07-23T18:15:39+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/3036ab4d9bca72fc 2026-07-23T17:46:06+00:00 The post Helping AI understand how businesses work appeared first on Microsoft Signal Blog . 2026-07-23T17:46:06+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/c2f3501633d8cfb1 2026-07-22T15:14:18+00:00 The post Manulife expands AI tools for its workforce appeared first on Microsoft Signal Blog . 2026-07-22T15:14:18+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/ce82518c9c1149d6 2026-07-22T12:22:36+00:00 The post Microsoft’s $60M commitment to scientific discovery appeared first on Microsoft Signal Blog . 2026-07-22T12:22:36+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/b4e1bf50893429c0 2026-07-22T12:00:06+00:00 Today, we’re excited to share a long-term commitment to the Department of Energy’s (DOE) Genesis Mission, backed by a $60 million investment designed to accelerate AI for science and the breakthroughs it can deliver for the country. This deepened commitment includes Microsoft’s new Scientific Partnership Advancing Research & Knowledge coordination hub and program office, otherwise... The post Powering America’s Genesis Mission: Microsoft’s commitment to scientific discovery appeared first on The 2026-07-22T12:00:06+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/211d3f04f86c44e4 2026-07-21T22:57:58+00:00 The post The hard part of AI adoption appeared first on Microsoft Signal Blog . 2026-07-21T22:57:58+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/6037e2265d90e265 2026-07-21T17:51:09+00:00 The post Microsoft expands AI partnership with Mistral appeared first on Microsoft Signal Blog . 2026-07-21T17:51:09+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/c08b7ea4ff7094c3 2026-07-21T13:17:37+00:00 The post Microsoft i Mistral rozwijają współpracę na rzecz suwerennej AI appeared first on Source EMEA . 2026-07-21T13:17:37+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/ab348dcf128eb459 2026-07-21T07:15:12+00:00 Most changes you think will improve AI agent behavior won't. We tested a dozen hypotheses on a real project upgrade scenario and the majority failed. Learn how to emulate documentation, API, and MCP server changes locally so you can validate what works before shipping anything to production. The post How to test agent experience changes without shipping them appeared first on Microsoft for Developers . 2026-07-21T07:15:12+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/89e646a631c895e8 2026-07-20T17:57:42+00:00 The post Azure expands with AMD’s Helios AI platform appeared first on Microsoft Signal Blog . 2026-07-20T17:57:42+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/ac0adb934fcafe3b 2026-07-20T13:00:02+00:00 AI workloads are scaling faster than any single infrastructure approach can support — with more models, new agent-driven workloads and surging compute demand driving the need for greater specialization across the stack. To meet this need, Microsoft continues to evolve Azure’s infrastructure, including expanding its AI fleet with AMD’s most advanced AI and high-performance computing... The post Microsoft expands Azure AI and HPC infrastructure with AMD appeared first on The Official Microsoft Blo 2026-07-20T13:00:02+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/7c66dcc46b3c2ecd 2026-07-20T00:00:00+00:00 How the Copilot Studio agent sandbox turns model reasoning into finished files, calculations, and other executable work while keeping external access governed. 2026-07-20T00:00:00+00:00 Microsoft MCSCAT tag:trvny.github.io,2024:feedseek/microsoft/ebd18bbeb24ef12f 2026-07-17T21:29:45+00:00 The post Australia maps out its AI future appeared first on Microsoft Signal Blog . 2026-07-17T21:29:45+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/9475cadbcd52c560 2026-07-17T19:40:44+00:00 The post How AI helps travelers get support faster appeared first on Microsoft Signal Blog . 2026-07-17T19:40:44+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/6e4639e9d035ebdc 2026-07-17T09:27:50+00:00 Your agent skill calls an API. The moment you start evaluating it, every run either costs money or mutates production data. Learn how to mock APIs transparently so you can run evals without changing your skill or hitting real endpoints. The post How to test agent skills without hitting real APIs appeared first on Microsoft for Developers . 2026-07-17T09:27:50+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/8d6217d94f587fc9 2026-07-16T15:00:00+00:00 Microsoft Comic Chat, the pioneering IRC client that transformed conversations into comic-book panels and introduced Comic Sans to the world, is now open source. Explore the source code behind one of Microsoft's most memorable internet-era experiments. The post Microsoft Comic Chat is now open source appeared first on Microsoft Open Source Blog . 2026-07-16T15:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/39a27f51cc67f35c 2026-07-16T01:05:35+00:00 The post Closing the gap between threat intelligence and action appeared first on Microsoft Signal Blog . 2026-07-16T01:05:35+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/f3c7f3b2d6bd3c5a 2026-07-15T12:53:13+00:00 This is the eighth and final article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better […] The post Building AX evals that actually work appeared first on Microsoft for Developers . 2026-07-15T12:53:13+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/3297094ba8a8c7bb 2026-07-13T22:52:06+00:00 The post Microsoft makes passkeys the new sign-in standard appeared first on Microsoft Signal Blog . 2026-07-13T22:52:06+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/5a030d66774ac431 2026-07-13T16:00:00+00:00 Cryptographic code supports vital protections in modern computing systems. Learn how a new method helps verify code as developers write it while preserving speed and adaptability as it gets implemented and evolves. The post Verifying Rust cryptography in SymCrypt, from standards to code appeared first on Microsoft Research . 2026-07-13T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/a59a826ef994bb79 2026-07-10T19:52:40+00:00 The post Microsoft expands AI for sales teams appeared first on Microsoft Signal Blog . 2026-07-10T19:52:40+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/1745db4fda42ae78 2026-07-10T17:25:43+00:00 The post With new Aurora model, the forecast gets more nuanced appeared first on Microsoft Signal Blog . 2026-07-10T17:25:43+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/3dc8bd838518dd93 2026-07-10T15:24:08+00:00 The post Researchers unpack a versatile new malware threat appeared first on Microsoft Signal Blog . 2026-07-10T15:24:08+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/f5e50d47a458702c 2026-07-09T23:11:29+00:00 The post Building the AI future, responsibly appeared first on Microsoft Signal Blog . 2026-07-09T23:11:29+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/42d6278063d87f10 2026-07-09T22:56:03+00:00 The post Making humanitarian systems easier to recognize online appeared first on Microsoft Signal Blog . 2026-07-09T22:56:03+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/acf858ab7acc3510 2026-07-09T21:06:49+00:00 The post The search for the right poem, powered by AI appeared first on Microsoft Signal Blog . 2026-07-09T21:06:49+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/6647cb6f53c647d2 2026-07-09T16:46:22+00:00 Aurora 1.5 adds 22 more variables, hourly temporal resolution, and probabilistic ensemble forecasting to the Aurora foundation model, making it more useful for real-world weather, climate, and energy applications. The post Aurora 1.5: Extending open foundation models for weather and Earth-system applications appeared first on Microsoft Research . 2026-07-09T16:46:22+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/73f64ef53b89fa95 2026-07-09T16:11:47+00:00 The post Reimagining the future of customer service appeared first on Microsoft Signal Blog . 2026-07-09T16:11:47+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/a6058a6cf73d1af5 2026-07-09T16:05:52+00:00 Today, Microsoft published its 2026 Environmental Sustainability Report. This report covers our fiscal year 2025, and measures progress against our 2020 baseline. You can read the foreword below and explore the report in its entirety here.  As we enter a new era for AI, Microsoft’s environmental sustainability work is entering a new phase—defined not only by... The post Responsibly building the AI future appeared first on Microsoft On the Issues . 2026-07-09T16:05:52+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/efdffaacf0da45c9 2026-07-09T07:00:08+00:00 In armed conflict, a simple symbol can save lives. The Red Cross, Red Crescent, and Red Crystal emblems signal that those providing medical care and humanitarian assistance must be protected.  In cyberspace, there is not yet a widely adopted equivalent, even as hospitals, humanitarian organizations, and relief operations increasingly rely on digital systems to deliver care, coordinate assistance,... The post Making humanitarian protection visible in cyberspace: The promise of the Digital Emblem 2026-07-09T07:00:08+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/9a69f6128bd7fcd4 2026-07-08T17:30:28+00:00 Join us for a free online event series kicking off July 16 to learn how to get started with the GitHub Copilot App! The post Let’s Learn GitHub Copilot App – Free Virtual Training Event appeared first on Microsoft for Developers . 2026-07-08T17:30:28+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/6767f70689b47f15 2026-07-08T16:00:00+00:00 Short chart specifications are easy to write, but often produce uninspiring results. Flint is an open-source visualization language that offers a middle path, letting AI agents create expressive charts from compact, human-editable specifications. The post Flint: A visualization language for the AI era appeared first on Microsoft Research . 2026-07-08T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/8c40c08efbb45f13 2026-07-08T12:11:17+00:00 This is the seventh article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better outcomes. You […] The post The hidden variables in your agent eval appeared first on Microsoft for Developers . 2026-07-08T12:11:17+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/9c71da93be1aa5c9 2026-07-07T17:49:29+00:00 The post Researchers to study AI’s impact on work and economy appeared first on Microsoft Signal Blog . 2026-07-07T17:49:29+00:00 Microsoft Signal tag:trvny.github.io,2024:feedseek/microsoft/0ccc73ce16811594 2026-07-07T13:52:06+00:00 There’s advice making the rounds: replace your CLI args with a single --json payload so agents can use your tool more effectively. The thinking being, that agents already think in structured formats, and nested data maps cleanly to JSON. Flat args on the other hand, force awkward conventions like repeating --service-name to delimit multi-value groups, […] The post Don’t rewrite your CLI for agents appeared first on Microsoft for Developers . 2026-07-07T13:52:06+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/c59dfd2bbb4f8664 2026-07-07T13:00:21+00:00 The AI Economy Institute (AIEI) is launching its third cohort of researchers, advancing our mission to understand the adoption of artificial intelligence across economies, industries, and communities.  We launched the AI Economy Institute because AI’s economic impact is not predetermined. Though AI is being rapidly adopted, the evidence base for understanding its impact on work, jobs, education,... The post New cohort of AI Economy Institute Fellows to examine frontier AI firms and the transform 2026-07-07T13:00:21+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/233f2faf0d61cc6c 2026-07-06T13:30:28+00:00 Amy Coleman, EVP and Chief People Officer, shared the following communication with employees today. When I stepped into this role, I promised to communicate more openly with you and share the “why” behind our decisions. Today we are eliminating around 4,800 roles, about 2.1% of our global workforce, as we focus our people, investments, and... The post The latest in our company transformation appeared first on The Official Microsoft Blog . 2026-07-06T13:30:28+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/8455e49100e62fb7 2026-07-06T07:49:44+00:00 A new model drops with lower per-token pricing and better benchmarks. You switch. A week later someone asks why the agent is burning 12x more tokens on the same task while producing worse output. We ran 150 agent tasks across 15 scenarios on two models, Claude Sonnet 4.6 and Claude Sonnet 5, using GitHub Copilot […] The post Not all model upgrades are upgrades appeared first on Microsoft for Developers . 2026-07-06T07:49:44+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/074793d8eedd6854 2026-07-02T12:59:05+00:00 The pace of AI adoption is moving incredibly fast. Customers have moved well beyond experimentation and understand the importance of adopting AI to transform their business. They are now concentrating on delivering measurable business outcomes and demonstrating a return on their AI investments, while ensuring their intelligence is amplified and their IP is protected. Today... The post Microsoft Frontier Company: AI engineering that amplifies and protects your intelligence appeared first on The O 2026-07-02T12:59:05+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/37d130b717e5a7a4 2026-07-01T14:31:55+00:00 This is the sixth article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better outcomes. We […] The post What AI benchmarks are not telling you appeared first on Microsoft for Developers . 2026-07-01T14:31:55+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/2498b535430fd79a 2026-07-01T08:54:17+00:00 The post Karol Mazurek pokieruje segmentem największych klientów w Microsoft w Polsce appeared first on Source EMEA . 2026-07-01T08:54:17+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/2b90489492f4e229 2026-06-30T16:50:02+00:00 AI agents often fail because their instructions, or skills, are manually modified with no guarantee of improvement. Learn how SkillOpt turns skill editing into a training process, making agent behavior more reliable without changing model weights. The post SkillOpt: Agent skills as trainable parameters appeared first on Microsoft Research . 2026-06-30T16:50:02+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/5df6c9421f64d09e 2026-06-30T14:00:07+00:00 Today we’re publishing our first “Public Country-by-Country Report” for our fiscal year 2025, disclosing our taxes in the period from July 1, 2024, to June 30, 2025. It covers the countries and regions included under European Union rules and shows, for each one, our revenue, profit, number of employees, and income tax accrued and paid during the year.   We have provided this kind of information... The post Context on our country-by-country tax footprint appeared first on Microsoft On the Issues 2026-06-30T14:00:07+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/ecc46292ec96566c 2026-06-29T21:14:22+00:00 AI agents can't remember past conversations. They must constantly reload or retrieve context, which grows less efficient as tasks get longer and more complex. Memora solves this with a scalable memory system separating what’s stored from how it's retrieved. The post Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity appeared first on Microsoft Research . 2026-06-29T21:14:22+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/019275bfbc09613c 2026-06-29T04:30:07+00:00 At Microsoft, we are committed to our customers’ fundamental right to privacy. In a world defined by rapid technological change and geopolitical volatility, this commitment has remained constant. It’s rooted in decades of experience building trusted technologies that our customers rely on every day to manage their data. Many of these organizations depend on the... The post Protecting privacy as a fundamental right while supporting transatlantic data flows appeared first on Microsoft On the Issue 2026-06-29T04:30:07+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/228ab3a0bbee82c8 2026-06-26T00:00:05+00:00 If an agent isn’t doing the right thing, the obvious move is to make the docs clearer. Add a tip, spell out the correct command, describe the right approach more prominently. You do all of that, and the agent still ignores it. It does what it had already decided to do. The tip wasn’t ignored […] The post Your agent already has a plan appeared first on Microsoft for Developers . 2026-06-26T00:00:05+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/c75da8d540f20bcf 2026-06-25T18:00:30+00:00 See how Microsoft is transforming software development with agentic workflows, AI-powered automation, and specialized agents across the engineering lifecycle. The post Learn from Microsoft: Transform software development through an agentic platform appeared first on Microsoft for Developers . 2026-06-25T18:00:30+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/f20f17afe13a707b 2026-06-25T16:00:00+00:00 Researchers introduce generative causal testing, which translates black box models into clear hypotheses and verifies them in the scanner, revealing what specific brain regions respond to in language. The post Understanding the brain with AI-driven explanations and experiments appeared first on Microsoft Research . 2026-06-25T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/fd882fd482e5f65e 2026-06-25T13:00:00+00:00 Plenty of AI tools claim to be built for finance; Microsoft 365 Copilot in Excel is proving it in practice. The post Copilot in Excel: Built for the era of Frontier Finance appeared first on Microsoft 365 Blog . 2026-06-25T13:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/b95aea1c88484e92 2026-06-24T14:04:52+00:00 This is the fifth article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better outcomes. Everything […] The post When the model has never seen your code appeared first on Microsoft for Developers . 2026-06-24T14:04:52+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/d9216cddfade268c 2026-06-24T14:00:14+00:00 Talos was built to help resolve a major bottleneck in genomic medicine: human review time. The open-source system recovered 90% of in-scope diagnoses while surfacing just 1.3 candidate variants per patient for expert review. The post Talos: Scaling rare disease diagnosis with automated, iterative genomic reanalysis appeared first on Microsoft Research . 2026-06-24T14:00:14+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/f53573c83dde1f71 2026-06-24T12:30:50+00:00 Microsoft is taking a new approach to fighting cybercrime, targeting the cyberattack supply chain, not just individual services. In a case unsealed today, we are simultaneously targeting two widely used cybercrime tools, Amadey and StealC, after AI-assisted analysis revealed they rely on the same infrastructure. This action goes after the cybercrime “assembly line,” where coordinated... The post Scaling cybercrime disruption through innovation and AI appeared first on Microsoft On the Issues . 2026-06-24T12:30:50+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/6239e85473e1a12b 2026-06-24T12:01:13+00:00 As demand for cloud and AI services continues to grow, datacenters are becoming more essential than ever. Communities also want to better understand how this infrastructure affects local resources, particularly water. At Microsoft, water stewardship has been a priority since our first datacenter builds in the early 2000s and remains a core part of our... The post Inside Microsoft’s two-decade push to cut water intensity while scaling for growth appeared first on The Official Microsoft Blog . 2026-06-24T12:01:13+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/b559ce03f8a7f8a5 2026-06-23T15:45:05+00:00 Cloud operations are entering a new era as AI-driven and autonomous agents become a larger part of modern software systems. As software becomes increasingly agentic, the challenge is no longer just managing greater scale and complexity. Operators must also contend with systems that evolve faster, act more autonomously and interact across an expanding network of... The post Rethinking cloud operations with agentic observability appeared first on The Official Microsoft Blog . 2026-06-23T15:45:05+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/84f1b98f59c1c977 2026-06-22T14:53:23+00:00 You open a fresh chat, type “What framework should I use for a web app?”, and the model says “React.” You screenshot it, share it, and write “Claude prefers React.” It gets engagement. People nod along. A few reply with their own results. And now we have a consensus: Claude prefers React. Except it doesn’t. […] The post Models don’t have preferences, they have context appeared first on Microsoft for Developers . 2026-06-22T14:53:23+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/d69585e94d8cb78d 2026-06-22T12:06:39+00:00 Today, Microsoft is announcing one of the largest single capacity additions in our history. In Pecos, Texas, we will build a new datacenter campus, expanding our global datacenter capacity by approximately 2 gigawatts (GW) to meet strong and sustained customer demand for AI and cloud services across industries and regions. Beyond the technology, this is... The post Powering the next wave of AI: Expanding capacity with our new datacenter in Pecos appeared first on The Official Microsoft Blog . 2026-06-22T12:06:39+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/d2a36b87fa545af2 2026-06-18T14:25:27+00:00 You built a skill for your technology. API references, authentication flows, SDK patterns, error handling, version info, all packed into one skill. The agent calls it, gets all that context, and generates code. The kicker? You’ve just wasted a lot of tokens. It already knows Models have ingested your documentation, your Stack Overflow answers, your […] The post Stop overloading your skills appeared first on Microsoft for Developers . 2026-06-18T14:25:27+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/2dac072e36ad9cab 2026-06-18T00:00:00+00:00 When building with AI on Azure Kubernetes Service, getting a model running is just the beginning. The post What’s new with Microsoft in open source and Kubernetes at Open Source Summit and KubeCon India appeared first on Microsoft Open Source Blog . 2026-06-18T00:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/08d4f073ef661b19 2026-06-17T14:55:53+00:00 This is the fourth article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better outcomes. You […] The post When your agent extensions fight each other appeared first on Microsoft for Developers . 2026-06-17T14:55:53+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/1a2eed32f8064b0f 2026-06-16T15:00:02+00:00 The two most important elements in any AI solution are Intelligence + Trust. I first made this statement in November at our Ignite conference and my conviction is strengthened by every conversation I have with customers. Through my travels, three consistent topics are being raised when considering the adoption of AI solutions: Will AI amplify... The post Achieving success with AI appeared first on The Official Microsoft Blog . 2026-06-16T15:00:02+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/071c44dc6ef4d92c 2026-06-16T15:00:00+00:00 Cowork is the fastest growing feature in the history of our Frontier program, and Cowork has among the highest user satisfaction of any Copilot or agent experience we have shipped. The post Copilot Cowork is now generally available appeared first on Microsoft 365 Blog . 2026-06-16T15:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/be102c5a61d76a2b 2026-06-16T14:55:23+00:00 You shipped a new CLI: better developer experience, modern architecture, and optimized for agents. You deprecated the old one, updated the docs, and blogged about it. Developers are migrating. Then someone asks an AI coding agent to scaffold a project, and the agent… uses the old tool. Training data gravity Models learn from the internet. […] The post Competing against yourself appeared first on Microsoft for Developers . 2026-06-16T14:55:23+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/2c3d26eee47b1e2a 2026-06-12T20:30:48+00:00 Project Ire examined a timely malware sample and determined its intent through reverse engineering—identifying LOTUSLITE characteristics even as most major EDR tools did not detect it. The post Ire identifies another LOTUSLITE specimen appeared first on Microsoft Research . 2026-06-12T20:30:48+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/ac16ee134231379c 2026-06-11T17:54:29+00:00 Your agent ran a scaffold command. Project generated, dependencies resolved, no errors. Everything looks fine. Except it’s based on the project structure from 2020, and neither you nor the agent noticed. How npx picks the right-but-wrong version When an agent scaffolds a project or runs a CLI tool, it often reaches for npx without specifying […] The post Your agent just scaffolded a project from 2020 appeared first on Microsoft for Developers . 2026-06-11T17:54:29+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/57056212162b06a3 2026-06-10T19:06:17+00:00 This is the third article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better outcomes. You […] The post Is your agent extension actually working? appeared first on Microsoft for Developers . 2026-06-10T19:06:17+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/400d8e8adce42947 2026-06-10T18:00:15+00:00 You built a dozen skills for your technology: authentication, CRUD, error handling, deployment, testing, monitoring. Then you installed a cloud platform bundle with 15 more covering diagnostics, storage, compliance, and cost optimization. A design suite. A marketing pack. Document converters for Word, Excel, PowerPoint, PDF. Fifty skills, all sitting in your workspace. Here is why […] The post Stop skillmaxxing, save your tokens appeared first on Microsoft for Developers . 2026-06-10T18:00:15+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/676e4f708f08b9b7 2026-06-10T16:15:09+00:00 AI has made software delivery faster, but speed alone does not guarantee better outcomes. As teams adopt AI-native development, the real challenge is keeping requirements, design, implementation, and validation aligned so the final result still reflects the original intent. Spec-Driven Development (SDD) addresses this by making structured specs the shared source of truth for both humans […] The post Spec-Driven Development: A Spec-First Approach to AI-Native Engineering appeared first on Microso 2026-06-10T16:15:09+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/ce9040fb5c0131a3 2026-06-09T10:10:16+00:00 The post Największy błąd? Traktować cyberbezpieczeństwo jako problem IT appeared first on Source EMEA . 2026-06-09T10:10:16+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/18ba2795d6bece18 2026-06-08T22:15:00+00:00 Catch up on Microsoft Build 2026 with the vision lead-off, top developer announcements, and must-watch sessions across the Microsoft developer ecosystem. The post Microsoft Build 2026 recap: vision, launches, and top sessions appeared first on Microsoft for Developers . 2026-06-08T22:15:00+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/4c773270cd758c1e 2026-06-04T09:00:02+00:00 Artificial intelligence is accelerating discovery across the life sciences. From drug development to materials science, AI is helping researchers move faster and solve problems once thought intractable. This convergence of AI and biology holds extraordinary promise for human health, economic growth, and scientific leadership. At the same time, advances in AI technologies are introducing new risks, like re-engineered toxins and pathogens. As... The post Strengthening biosecurity in the era of AI 2026-06-04T09:00:02+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/3ee1cab838146b2e 2026-06-02T19:00:13+00:00 AI has arrived in the enterprise, and the shift is happening all at once. Every function, every role, every workflow is being reshaped. At the same time, a new class of organizations is emerging, one that will look fundamentally different from the companies that defined the last era of business. The winners won’t be those... The post AI alone won’t change your business. The system running it will. appeared first on The Official Microsoft Blog . 2026-06-02T19:00:13+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/9b1f990896ab02b7 2026-06-02T18:54:13+00:00 Platforms shift when developers build. We explore, choose tools, dream, create. This platform shift comes with more information than ever, ready at your fingertips. This shift, it’s about building fast AND THEN: it’s about building, operating, optimizing and observing. Securing your infrastructure, applications and agents in a seamless way that doesn’t slow you down from... The post Microsoft Build 2026: Be yourself at work appeared first on The Official Microsoft Blog . 2026-06-02T18:54:13+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/57989a6b9b8ddf81 2026-06-02T18:00:00+00:00 Microsoft Scout is integrated across the Microsoft 365 apps you use every day, keeping it grounded in your flow of work. The post Introducing Microsoft Scout: Your always-on personal agent appeared first on Microsoft 365 Blog . 2026-06-02T18:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/eb9cb07d1ee4bdb5 2026-06-02T17:00:15+00:00 Work IQ is a new intelligence layer for Microsoft 365, designed to understand how work gets done across your organizations. The post Announcing the new Work IQ APIs appeared first on Microsoft 365 Blog . 2026-06-02T17:00:15+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/b945bcc61330bc4e 2026-06-02T10:22:21+00:00 The post Polska na rozdrożu AI: od adopcji do przewagi konkurencyjnej appeared first on Source EMEA . 2026-06-02T10:22:21+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/690c9cdb99e9d6c1 2026-06-01T07:53:02+00:00 The post Ma 17 lat i uczy innych AI. Historia Borysa, który jest „Gotowy na Jutro” appeared first on Source EMEA . 2026-06-01T07:53:02+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/599832a72e78f2e6 2026-05-28T19:00:00+00:00 On July 1, we're introducing new Microsoft 365 SKUs with Copilot built-in, designed to fit into the way small businesses already work. The post Introducing Microsoft 365 Business with Copilot: The new standard for small business appeared first on Microsoft 365 Blog . 2026-05-28T19:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/45f0782ae6ff45fb 2026-05-28T17:00:52+00:00 Development workflows span terminals, IDEs, background agents, and custom assistants. What matters is whether they draw from the same current source. Learn MCP Server gives any MCP-compatible agent direct access to current Microsoft documentation – one endpoint, nothing to install, no authentication required. What does that look like in practice? You give your coding agent […] The post Improve your agentic developer tools by grounding in Microsoft Learn appeared first on Microsoft for Developers 2026-05-28T17:00:52+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/89319c36e930e116 2026-05-28T16:00:00+00:00 Data Formulator introduces AI-powered analytics for enterprise data workflows. Data teams can easily bring enterprise data into an AI-ready workspace where users can explore, analyze, and visualize data with AI agents to turn raw data into actionable insights. The post Data Formulator 0.7: AI-powered data analytics for enterprise data appeared first on Microsoft Research . 2026-05-28T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/5c967b1cf4e564d7 2026-05-28T15:00:00+00:00 We’ve redesigned the Copilot app and how Copilot shows up across Microsoft 365 apps to better move with it: cleaner, faster, and in the flow of your work. The post Introducing a new design for Microsoft 365 Copilot appeared first on Microsoft 365 Blog . 2026-05-28T15:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/8f48d296c807ea1b 2026-05-28T13:01:01+00:00 More than 30 percent of the US working-age population is using AI, an increase of three percentage points from the end of 2025. But what does that number mean, and what lessons should we take from it? Today Microsoft released a new report that offers an in-depth look at AI adoption across the United States,... The post United States AI adoption shows steady growth, but distribution remains uneven appeared first on Microsoft On the Issues . 2026-05-28T13:01:01+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/ab4fff54dc464b3d 2026-05-27T18:30:38+00:00 You ship an SDK, a CLI, an API, and developers use it. Now AI coding agents use it too, except they use it differently than humans do. Most of the time you have no idea what’s actually happening between “developer types a prompt” and “agent generates code with your technology.” Is the agent reading your […] The post How AI coding agents actually use your technology appeared first on Microsoft for Developers . 2026-05-27T18:30:38+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/8d70869569df0867 2026-05-27T16:04:15+00:00 When intimate images are shared without consent—whether real or AI-generated—the harm is immediate, deeply personal, and often long-lasting. It can affect someone’s sense of safety, dignity, and control, both online and offline. Protecting people from harms like non-consensual intimate imagery (NCII) has long been a priority for Microsoft. And as technology advances, our response continues... The post Strengthening our approach to tackling non-consensual intimate imagery appeared first on Micros 2026-05-27T16:04:15+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/c7fc00f0ed7f397d 2026-05-27T16:00:00+00:00 Understanding AI as an extension of human intelligence—not a replacement for it—offers a more grounded path for building trustworthy AI systems. The post Extending Human Intelligence Through AI appeared first on Microsoft Research . 2026-05-27T16:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/39125d42bb12442c 2026-05-26T16:00:00+00:00 Learn what’s new in Copilot Studio, May 2026: computer-using agents are now generally available, plus redesigned workflows and Work IQ extensibility. The post New and improved: Computer-using agents, a new workflows experience, and real-time voice experiences appeared first on Microsoft 365 Blog . 2026-05-26T16:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/b41a5f6a23c1b855 2026-05-26T10:29:33+00:00 The post Z ciszy na scenę TEDx. Jak AI wspiera Dominikę każdego dnia appeared first on Source EMEA . 2026-05-26T10:29:33+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/ccacb5a662d4563d 2026-05-21T17:39:59+00:00 AI coding agents promise to make you more productive. On the surface they do, but in practice they fall short: agents generate code that doesn’t compile, use a deprecated SDK, or pick the wrong service entirely. Is it you using it wrong? Is it your tech stack? Or is it the tools you haven’t configured […] The post The AX stack: what’s fixed, where you can win appeared first on Microsoft for Developers . 2026-05-21T17:39:59+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/4a19e1bab7e99faf 2026-05-21T17:00:00+00:00 MagenticLite is an agentic system for small models that works across the browser and local file system in a single workflow. It combines specialized models and orchestration to support efficient agentic performance on everyday tasks. The post MagenticLite, MagenticBrain, Fara1.5: An agentic experience optimized for small models appeared first on Microsoft Research . 2026-05-21T17:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/77da74a9549af0cc 2026-05-21T13:48:40+00:00 Vega turns a full credential into a single proof, sharing only what is needed and nothing more, with performance that works in real apps. The post Vega: Zero-knowledge proofs for digital identity in the age of AI appeared first on Microsoft Research . 2026-05-21T13:48:40+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/d086087d104d320b 2026-05-21T11:02:33+00:00 As the pace of change accelerates, organizations are moving quickly from AI experimentation to enterprise-scale transformation. Leaders are prioritizing measurable outcomes, faster time to value and repeatability across the business. But many are encountering the same reality: the challenge is no longer deciding whether to invest in AI — it’s scaling adoption and delivering consistent,... The post From AI pilots to enterprise impact: Why execution is the new differentiator appeared first on The 2026-05-21T11:02:33+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/814338635e182aff 2026-05-19T17:30:00+00:00 STATE-Bench is an open-source, memory-agnostic benchmark freely available to agent developers, researchers, and platform teams. The post Introducing STATE-Bench: A benchmark for AI agent memory appeared first on Microsoft Open Source Blog . 2026-05-19T17:30:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/378e1416236a3473 2026-05-19T15:03:18+00:00 Every day, we decide what software to trust in seconds guided by simple labels such as “verified,” “secure,” and “safe to install.” The problem is that those signs can be manipulated. Today, Microsoft unsealed a legal case in the US District Court for the Southern District of New York targeting a cybercrime service known as Fox Tempest,... The post Disrupting Fox Tempest: A cybercrime service that turned “verified” software into a pathway for ransomware appeared first on Microsoft On the Issues 2026-05-19T15:03:18+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/5c202877175f1925 2026-05-19T15:00:09+00:00 “A bad system will beat a good person [or agent] every time” ~Dr. William Edwards Deming (with apologies) I started vibe coding by writing prompts (often dictated into my phone), refining them with an agent in M365 Copilot, and creating handoff files to use with GitHub Copilot CLI. The results were predictably non-deterministic. Prompt-driven development […] The post Agentic-Agile: Why Agent Development Needs Agile (Not Just Prompts) appeared first on Microsoft for Developers . 2026-05-19T15:00:09+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/744ca9a6fd2e0716 2026-05-19T08:03:13+00:00 The post Polska inżynierka AI rozwija technologię autonomicznej jazdy w brytyjskim Wayve appeared first on Source EMEA . 2026-05-19T08:03:13+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/7c4f4eb83b9999c8 2026-05-18T15:00:00+00:00 Open source is the foundation for AI and, as AI workloads scale, developers need that foundation to be more secure, more predictable, and easier to build apps and agents. The post From open source to agentic systems: Microsoft at Open Source Summit North America 2026 appeared first on Microsoft Open Source Blog . 2026-05-18T15:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/c3be214c476182dc 2026-05-15T18:06:57+00:00 Our recent paper, “LLMs Corrupt Your Documents When You Delegate”, has generated discussion about the reliability of AI systems in delegated workflows. We appreciate the interest in this work and want to clarify several important points about what the paper does—and does not—claim. The research aims to develop robust evaluation methods for long-horizon delegated and […] The post Further Notes on Our Recent Research on AI Delegation and Long-Horizon Reliability appeared first on Microsoft Researc 2026-05-15T18:06:57+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/82b9a0e1b5736a6b 2026-05-14T16:00:00+00:00 Conductor is an open-source CLI (MIT license, Microsoft org) that takes a different approach: you define your multi-agent workflows in YAML, and the routing between agents is deterministic. The post Conductor: Deterministic orchestration for multi-agent AI workflows appeared first on Microsoft Open Source Blog . 2026-05-14T16:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/7adaed40f7303f51 2026-05-14T08:29:57+00:00 The post Jak liderzy innowacji przebudowują modele operacyjne na potrzeby ery AI appeared first on Source EMEA . 2026-05-14T08:29:57+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/a0d0dc7f957a5c1d 2026-05-13T17:19:59+00:00 mimalloc is an open-source, modern, scalable memory allocator that is a drop-in replacement for malloc and free. It is relatively small (~12K lines), with clear internal data structures, and is easy to build and integrate into other projects. It provides bounded worst-case allocation times (up to OS primitives), bounded space overhead, low internal fragmentation, and minimal contention by relying almost exclusively on atomic operations. The post mimalloc: A new, high-performance, scalable memory 2026-05-13T17:19:59+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/846a64c33a7618d7 2026-05-13T16:00:20+00:00 Introducing GridSFM, a small foundation model that can predict AC optimal power flow in milliseconds, boosting efficiency and unlocking cost savings. Learn how GridSFM gives grid operators direct visibility into congestion, stability, and system health. The post GridSFM: A new, small foundation model for the electric grid appeared first on Microsoft Research . 2026-05-13T16:00:20+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/4670ca9af1218ff8 2026-05-13T08:46:25+00:00 The post Polska na mapie rewolucji AI: bez długu technologicznego, z szansą na pozycję lidera appeared first on Source EMEA . 2026-05-13T08:46:25+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/a65f2331c00f1083 2026-05-12T13:00:00+00:00 MatterSim is expanding what AI can do for materials science—from faster large-scale simulations to MatterSim-MT, a new multi-task model for simulating properties beyond potential energy surfaces alone. The post Advancing AI for materials with MatterSim: experimental synthesis, faster simulation, and multi-task models appeared first on Microsoft Research . 2026-05-12T13:00:00+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/5e0857e84b11bff2 2026-05-11T17:25:12+00:00 See what's new in Copilot Studio, April 2026: updates to workflows, increased control over agent operations, and an expanded agent usage estimator. The post New and improved: Agent governance, intelligent workflows, and connected app experiences appeared first on Microsoft 365 Blog . 2026-05-11T17:25:12+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/e8ecefbe8c2165b8 2026-05-11T17:19:28+00:00 Using SocialReasoning Bench, we observed a stable pattern across models—agents execute competently, but fail to consistently improve the user’s position, even with explicit instructions to optimize for user interest. The post SocialReasoning-Bench: Measuring whether AI agents act in users’ best interests appeared first on Microsoft Research . 2026-05-11T17:19:28+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/3bf22ba32b60e311 2026-05-08T19:53:56+00:00 Microsoft Research is excited to release an open dataset of approximate transmission topology of the U.S. power grid derived from publicly available data. The ability to study transmission-level power grid behavior is essential for modern power systems research. Analyses of congestion, transmission expansion, demand growth, and system resilience all depend on network models with realistic […] The post Building realistic electric transmission grid dataset at scale: a pipeline from open dataset ap 2026-05-08T19:53:56+00:00 Microsoft Research tag:trvny.github.io,2024:feedseek/microsoft/c704e641a34a6423 2026-05-08T08:57:27+00:00 The post Już co trzeci Polak korzysta z generatywnej AI. Nowy etap dojrzałości rynku według raportu Global AI Diffusion appeared first on Source EMEA . 2026-05-08T08:57:27+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/a3d13ba650571076 2026-05-07T13:14:51+00:00 Today we published our latest Global AI Diffusion Report. The global adoption of artificial intelligence continued to rise in the first quarter of 2026. During the quarter, AI usage increased by 1.5 percentage points from 16.3% to 17.8% of the world’s working age population. Intensity of use among economies with the highest rates of AI... The post The state of global AI diffusion in 2026 appeared first on Microsoft On the Issues . 2026-05-07T13:14:51+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/da4c3c1e78cbf115 2026-05-06T09:11:28+00:00 The post Czy matura wystarczy w erze AI? Według najnowszego raportu Work Trend Index 80% zaawansowanych użytkowników AI przekracza swoje możliwości sprzed roku appeared first on Source EMEA . 2026-05-06T09:11:28+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/6b4fb63a99cf99eb 2026-05-05T19:30:25+00:00 A team was running at 100% RU utilization. Throttles were compounding into retries. P99 latency was degrading. The assumption was obvious: provision more throughput. They didn’t. Instead, they found a single logical partition absorbing more than 80% of traffic. After fixing the data model—without scaling the database—RU utilization dropped to 20–35%, throttling vanished, and latency […] The post Azure Cosmos DB Conf 2026 Recap: Lessons from Production appeared first on Microsoft for Developers . 2026-05-05T19:30:25+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/92bd45c8e16acdb7 2026-05-05T15:02:06+00:00 Today, Microsoft is announcing new agreements with the Center for AI Standards and Innovation (CAISI) in the US and the AI Security Institute (AISI) in the UK to advance the science of AI testing and evaluation, including through collaborative work to test Microsoft’s frontier models, assess safeguards, and help mitigate national security and large-scale public safety risks. These agreements matter because ongoing, rigorous testing is essential to building... The post Advancing AI evaluation wit 2026-05-05T15:02:06+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/f9d6a02fda4c4d6d 2026-05-05T10:00:01+00:00 Updated May 11, 2026: The post was updated to reflect that third-party plugins will be available starting May 12, 2026. Spend time with any software engineering team right now and you’ll see something worth paying attention to. Over the last few years, the way software gets built has moved through four distinct patterns of human-agent... The post How Frontier Firms are rebuilding the operating model for the age of AI appeared first on The Official Microsoft Blog . 2026-05-05T10:00:01+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/5d29acafd0296a2a 2026-05-05T10:00:00+00:00 As AI and agents take on more of the execution, people have more agency than ever to unlock their ambition, direct what gets done, and own the outcomes. The post Microsoft 365 Copilot, human agency, and the opportunity for every organization appeared first on Microsoft 365 Blog . 2026-05-05T10:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/bcb99be1c6535739 2026-05-05T10:00:00+00:00 Today, we’re announcing additional capabilities in Cowork to expand on what it can make possible for you. The post Copilot Cowork: From conversation to action across skills, integrations, and devices appeared first on Microsoft 365 Blog . 2026-05-05T10:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/70d0a2dbdaf8e411 2026-05-04T14:00:03+00:00 When a major cyber incident hits, the first decisions aren’t technical—they’re human. Who takes the lead? How quickly can information be shared? When should governments step in, and how do you protect public trust while keeping essential services running?  These questions are at the heart of Microsoft’s Advancing Regional Cybersecurity (ARC) initiative, launched in 2025 to help governments strengthen cyber preparedness through... The post Strengthening cyber capacity in Kenya: A new toolkit with 2026-05-04T14:00:03+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/d3043f8d4cd8fc52 2026-05-01T15:00:00+00:00 Microsoft Agent 365 helps you take control of agent sprawl as your control plane to observe, govern, and secure agents and their interactions. The post Microsoft Agent 365, now generally available, expands capabilities and integrations appeared first on Microsoft 365 Blog . 2026-05-01T15:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/3fa1339e453902fd 2026-05-01T14:00:34+00:00 Cybersecurity is at a turning point. Advanced AI models are dramatically accelerating vulnerability discovery and creating conditions ripe for exploitation, underscored by the announcement of Claude Mythos Preview. This marks a shift, and whether this technology will favor defenders or attackers will depend on the choices we make now.  With the right safeguards, these capabilities can help trusted defenders identify and fix vulnerabilities across critical systems in hospitals, power grids, water 2026-05-01T14:00:34+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/0383079cec1dc82a 2026-04-30T15:00:00+00:00 Postgres can handle intelligent workloads and scale without sacrificing security, performance, reliability, or operational ease. The post PostgreSQL enters its AI era: Run PostgreSQL like a pro in the era of AI and rapid growth appeared first on Microsoft Open Source Blog . 2026-04-30T15:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/7d1bd1e864a5e086 2026-04-30T09:22:05+00:00 The post Europejskie zobowiązania cyfrowe – rok realnych postępów appeared first on Source EMEA . 2026-04-30T09:22:05+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/18be69682121dfc6 2026-04-30T06:00:10+00:00 Europe is moving fast to capture the benefits of artificial intelligence, recognizing its potential to raise productivity, strengthen competitiveness, and help modernize public services. At the same time, organizations across Europe are focused on digital sovereignty and resilience: retaining control over their data and critical operations in a period of geopolitical volatility. These priorities go... The post One year on: Progress on our European digital commitments appeared first on Microsoft 2026-04-30T06:00:10+00:00 Microsoft On the Issues tag:trvny.github.io,2024:feedseek/microsoft/5b4ac91ad736499a 2026-04-28T17:34:47+00:00 As our customers progress toward becoming Frontier Firms, they are using AI not only to optimize how work gets done, but to reinvent their business on the promise of growth. Organizations can now unlock creativity, accelerate innovation and democratize intelligence by bringing Copilots and agents directly into the tools people love and use every day.... The post Unlocking human ambition to drive business growth with AI appeared first on The Official Microsoft Blog . 2026-04-28T17:34:47+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/588c8e8ee8c6938d 2026-04-28T16:00:00+00:00 In 2018 we (re)-open-sourced MS‑DOS 1.25 and 2.11 and in 2024 we were able to make the source for MS‑DOS 4.0 available to the public. Today, on 86-DOS 1.00’s 45th anniversary, we’re continuing that tradition with the earliest DOS source code discovered to date. The post Continuing the story of early DOS development appeared first on Microsoft Open Source Blog . 2026-04-28T16:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/a849c35cfec92ff1 2026-04-27T16:00:03+00:00 Today, I am pleased to announce that Azure Local now scales to support deployments of up to thousands of servers within a single sovereign environment, allowing organizations to run much larger workloads locally across large-footprint datacenters, industrial environments and edge locations while maintaining control within their sovereign boundary. Organizations operating national infrastructure, regulated workloads or... The post Microsoft Sovereign Private Cloud scales to thousands of nodes wit 2026-04-27T16:00:03+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/a6f5854fa9484c22 2026-04-27T13:00:02+00:00 Amended Agreement Provides Long-Term Clarity The rapid pace of innovation requires us to continue to evolve our partnership to benefit our customers and both companies. Today, we are announcing an amended agreement to simplify our partnership and the way we work together, grounded in flexibility, certainty and a focus on delivering the benefits of AI... The post The next phase of the Microsoft-OpenAI partnership appeared first on The Official Microsoft Blog . 2026-04-27T13:00:02+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/e6accbb82430a53e 2026-04-23T17:00:14+00:00 Want to build AI agents with JavaScript that go beyond basic chat completions? Agents that reason, call tools, and pull from knowledge bases on their own? We put together a free, open source course to help you get there. LangChain.js for Beginners is 8 chapters and 70+ runnable TypeScript examples. Clone the repo, add your […] The post LangChain.js for Beginners: A Free Course to Build Agentic AI Apps with JavaScript appeared first on Microsoft for Developers . 2026-04-23T17:00:14+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/f460dd37e50c2c59 2026-04-23T00:00:00+00:00 From first draft to final polish, Copilot acts as a true collaborator, taking action while you stay in control. The post Copilot’s agentic capabilities in Word, Excel, and PowerPoint are generally available appeared first on Microsoft 365 Blog . 2026-04-23T00:00:00+00:00 Microsoft 365 Blog tag:trvny.github.io,2024:feedseek/microsoft/336f1bcd5b9da2b6 2026-04-22T17:00:09+00:00 The Model Context Protocol (MCP) is quickly becoming a common way for AI agents to discover and use tools. It provides a consistent interface to databases, APIs, file systems, and third-party services, which makes it easier to plug capabilities into agent workflows. However, MCP standardizes the execution surface without defining how that surface should be […] The post Securing MCP: A Control Plane for Agent Tool Execution appeared first on Microsoft for Developers . 2026-04-22T17:00:09+00:00 Microsoft DevBlogs tag:trvny.github.io,2024:feedseek/microsoft/914973e67cd0acfc 2026-04-21T17:00:03+00:00 AI has moved quickly from experimentation to production. Customers want measurable business outcomes, along with security, governance and responsible AI built in from day one. Microsoft partners are a meaningful differentiator to deliver these objectives. They turn ideas into deployable solutions by prioritizing the highest value use cases, building the right data and security foundations... The post Accelerating Frontier Transformation with Microsoft partners appeared first on The Official Micr 2026-04-21T17:00:03+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/53de64ab72c70945 2026-04-09T15:00:00+00:00 How Microsoft uses AI agents and Drasi to keep open‑source documentation accurate and working. The post How Drasi used GitHub Copilot to find documentation bugs appeared first on Microsoft Open Source Blog . 2026-04-09T15:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/a348846cde536ee4 2026-04-09T08:00:00+00:00 The post Agenty AI pod lupą: innowacja wyprzedza ochronę appeared first on Source EMEA . 2026-04-09T08:00:00+00:00 Microsoft Source EMEA (PL) tag:trvny.github.io,2024:feedseek/microsoft/a99b8dcb1e657aba 2026-04-02T17:00:00+00:00 Microsoft unveils the Agent Governance Toolkit to bring OS‑level security, trust, and compliance to autonomous AI agents. The post Introducing the Agent Governance Toolkit: Open-source runtime security for AI agents appeared first on Microsoft Open Source Blog . 2026-04-02T17:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/8a20427b4692f180 2026-03-31T15:08:49+00:00 Today is the day. Open to Work: How to Get Ahead in the Age of AI is officially available! At a time when technology dominates the headlines, the conversation I see most often on LinkedIn is deeply human: what does AI mean for my job and my career? And that makes sense. Careers once felt... The post Open to Work: How to Get Ahead in the Age of AI appeared first on The Official Microsoft Blog . 2026-03-31T15:08:49+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/f9cb8a2a380776b1 2026-03-24T07:00:00+00:00 At KubeCon + CloudNativeCon Europe 2026 in Amsterdam, we're making announcements that reflect the goal of bringing the operational maturity of Kubernetes to today's workloads and demands. The post What’s new with Microsoft in open-source and Kubernetes at KubeCon + CloudNativeCon Europe 2026 appeared first on Microsoft Open Source Blog . 2026-03-24T07:00:00+00:00 Microsoft Open Source tag:trvny.github.io,2024:feedseek/microsoft/921a79b20a109079 2026-03-17T15:04:10+00:00 Satya Nadella, Chairman and CEO, and Mustafa Suleyman, Executive Vice President and CEO of Microsoft AI, shared the below communications with Microsoft employees this morning. SATYA NADELLA MESSAGE I want to share two org changes we’re making to our Copilot org and superintelligence effort. It’s clear a new era of productivity is emerging as AI experiences... The post Announcing Copilot leadership update appeared first on The Official Microsoft Blog . 2026-03-17T15:04:10+00:00 Official Microsoft Blog tag:trvny.github.io,2024:feedseek/microsoft/e1861ab7b5813ae9 2025-07-02T00:00:00+00:00 GenAIScript documentation is now accessible in French, thanks to a continuous translation workflow integrated with GitHub Actions. As documentation changes, translations are updated automatically, reducing manual effort and ensuring consistency across languages. The translation system parses Markdown files into an Abstract Syntax Tree (AST), breaks content into translatable text chunks, and attaches unique identifiers for each segment. Only those new or modified segments are sent for translatio 2025-07-02T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/afd85734afd691ed 2025-06-26T00:00:00+00:00 We've rolled out GenAIScript 2.0, featuring a modular and maintainable runtime now accessible in any Node.js application, beyond just the CLI. This shift involved significant backend refactoring, streamlining the integration process for developers and expanding usage possibilities. The new @genaiscript/runtime npm package isolates the core functionality, allowing direct imports and straightforward initialization in projects. For those building with the Node.js API, updating your imports ensures 2025-06-26T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/d0219a842f386b93 2025-06-17T00:00:00+00:00 Documenting code can be tedious but remains critical for maintaining quality and collaboration. Using GenAIScript, you can automate the generation of JSDoc comments in TypeScript projects by leveraging AST grep for precise code analysis and LLMs for producing detailed documentation. This approach not only saves time but also enhances consistency and ensures clarity across your codebase. Practical benefits like parallel task execution, cost-efficient prompt utilization, and the shareability of wo 2025-06-17T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/12f16b597a7778ee 2025-06-16T00:00:00+00:00 AI is reshaping how teams build and collaborate. At GitHub, the concept of "Continuous AI" frames a future where AI-powered tools enhance workflows, much like CI/CD revolutionized automation in software development. More than a single technology, it’s an evolving category of practices and tools designed to support collaboration at scale. Initiatives like GitHub Actions, Models, and GenAIScripts highlight this direction. How could AI streamline your workflows? 2025-06-16T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/38dedfb46a32dcf4 2025-05-16T00:00:00+00:00 Mermaid diagrams bring clarity to complex systems, directly embedded within markdown. They empower you to illustrate workflows, relationships, and hierarchies with syntax-driven precision. However, Mermaid’s dependence on strict syntax means that errors—either manual or LLM-generated—can disrupt rendering. When errors occur, integrating automated repair systems in workflows, like the "repairer" in the system.diagrams system prompt, ensures diagrams remain functional. This process not only resol 2025-05-16T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/add901662061e023 2025-04-29T00:00:00+00:00 Recent progress in AI image generation offers new possibilities for documenting and reviewing code changes. By using a two-step process—first converting a pull request diff into a visual prompt through a language model and then generating images from that prompt—developers can enhance their PRs with engaging visual summaries. This approach borrows from the "zine" format, blending technical detail with illustration. The workflow can streamline the review process by making changes easier to grasp 2025-04-29T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/80695d846a878a61 2025-04-25T00:00:00+00:00 Our team just launched support for the new OpenAI gpt-image-1 image generation model, now available through both OpenAI’s API and Azure AI Foundry. We compared gpt-image-1 to DALL·E 2 and DALL·E 3 by generating 8-bit pixel cat images using the same prompt. Each model produces distinct visual results, and gpt-image-1 brings its own style and interpretation. This update helps you evaluate how current generative models handle familiar creative tasks while leveraging advances in image synthesis. Try 2025-04-25T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/96dd2dd960da22f9 2025-04-23T00:00:00+00:00 Join our growing community of scripters on Discord! It's a space designed for sharing projects, exchanging ideas, and getting answers to your scripting questions. Connect and collaborate here: https://discord.gg/y7HpumjHeB 2025-04-23T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/cb82918c641bef92 2025-04-18T00:00:00+00:00 Streamlining your CI/CD processes just got easier: GitHub Actions now lets you use GITHUB_TOKEN for authentication with GitHub Models. By connecting your workflows directly to these AI capabilities, you can sidestep the hassle of managing separate personal access tokens and keep your automations secure and maintainable. This update supports a seamless integration path for teams looking to enhance workflow intelligence within the GitHub ecosystem. 2025-04-18T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/123b0f50d6d83be8 2025-04-17T00:00:00+00:00 Transform your blog workflow with AI-driven narration and summarization. This solution takes your markdown files, creates a concise summary, and generates an audio narration using advanced text-to-speech models. The script reads blog content, prompts an AI to extract key points, and designs a tailored voice profile for text-to-speech. It incorporates checks to prevent overwriting files and uses sample voice personalities to guide the narration. By integrating functions like runPrompt and speak, 2025-04-17T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/0ea035b44fdc95ec 2025-04-11T00:00:00+00:00 Exploring the integration of intent validation within tool response frameworks can greatly enhance their reliability. By leveraging LLM-as-a-Judge, it’s possible to evaluate whether a tool functions according to its predefined behavior, especially when dealing with potential tool misuse or error scenarios. As demonstrated with a simple weather tool scenario, intent validation can prevent actions that deviate from expected outputs, ensuring greater accuracy and data integrity. This approach not o 2025-04-11T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/ad547db05178f31d 2025-04-10T00:00:00+00:00 GenAIScript has introduced updates to enhance the security of Model Context Protocol (MCP) tools, addressing vulnerabilities like rug pull attacks, tool poisoning, and prompt injection. With options for tools signature hashing and prompt injection detection via content scanners, these features provide reinforced safeguards to maintain integrity across tool definitions and outputs. Ensure your configurations are up to date for comprehensive protection. 2025-04-10T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/a391df02c74a8a98 2025-04-09T00:00:00+00:00 Yohan Lasorsa presented GenAIScript at dotJS 2025, showcasing how it streamlines interactions with AI models via scripting. As a seasoned Principal Developer Advocate at Microsoft and open-source contributor, he brings over 15 years of expertise spanning applied research, IoT, web development, and cloud architecture. This talk dives deep into shaping the future of AI-powered solutions. 2025-04-09T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/6c2df5e00fcbc9b7 2025-04-08T00:00:00+00:00 GitHub Gists make it easy to share and reuse scripts across projects. Combine them with the GistPad extension in Visual Studio Code to seamlessly create, edit, and manage your Gists without switching tools. This workflow streamlines collaboration and boosts productivity. 2025-04-08T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/99f0f8416b6d79dc 2025-04-04T00:00:00+00:00 Configure and run multiple MCP servers in parallel with agent support. Use the mcpAgentServers for seamless agent integration or streamline directly via the mcpServers field to fit your automation needs. 2025-04-04T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/021f32edf47bbdb0 2025-04-01T00:00:00+00:00 Automating code updates at scale can be tricky, especially when it comes to maintaining accuracy. Abstract Syntax Trees (AST) offer a powerful solution by allowing you to directly manipulate code structures without worrying about formatting inconsistencies. With tools like ast-grep and LLMs, you can locate, transform, and update code efficiently. This approach is ideal for tasks such as generating or updating function documentation in TypeScript projects. Curious how this works? Explore how AST- 2025-04-01T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/bacbee3322a608e7 2025-03-30T00:00:00+00:00 The Model Context Protocol (MCP) introduces a powerful way for scripts to provide context to large language models (LLMs) by exposing data through MCP resources. These resources enable servers to share structured content that clients can access and utilize efficiently. By integrating publishResource into your workflows, you can streamline how your applications interact with MCP clients, enhancing context discovery and resolution. Dive deeper into how MCP tools and resources can elevate your syst 2025-03-30T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/40c0d11c05a3b9e5 2025-03-23T00:00:00+00:00 Automatically generating blog post cover images may sound mundane, but the script behind the process showcases some interesting automation techniques. By transforming the markdown content into an image prompt, generating visuals and alt text, and seamlessly updating metadata, this multi-step workflow demonstrates how small-scale automation can scale efficiently. The result? Abstract, content-driven images that hint at optimization potential. Thought-provoking for content creators considering aut 2025-03-23T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/138f00ca89d60c01 2025-03-22T00:00:00+00:00 The Model Context Protocol (MCP) is reshaping how we approach integration with AI-driven tools. Platforms like GitHub Copilot Chat and Copilot Studio are leading adoption efforts, and GenAIScript is now enabling you to expose scripts as MCP tools, streamlining workflows with smarter decision-making by LLMs. Ready to elevate your development process? Explore the details in the documentation. 2025-03-22T00:00:00+00:00 GenAIScript tag:trvny.github.io,2024:feedseek/microsoft/313a9eb8d9400af7 2025-03-17T00:00:00+00:00 Discover how GenAIScript simplifies interaction with Azure AI Search for building vector-based search systems. With built-in support for chunking, vectorization, and indexing, you can efficiently implement Retrieval Augmented Generation (RAG) workflows, leveraging embeddings for similarity searches across your data. Learn how to streamline file indexing and query execution using straightforward functions and enhance your AI toolset. 2025-03-17T00:00:00+00:00 GenAIScript