Microsoft
Developer Blogs

Modern AI agents often aren't bottlenecked by model quality, they are bottlenecked by orchestration overhead. When an agent chains together many small tool calls, each step typically requires a new model turn, driving up latency and token usage. With CodeAct support in Agent...

The 2026 ISO C++ developer survey is now open: 2026 Annual C++ Developer Survey "Lite" : Standard C++ It takes about 10 minutes and directly informs the standardization committee and tooling vendors so the C++ ecosystem can continue evolving the right way. Please share your feedback...

We recently brought C++ code understanding tools to GitHub Copilot in Visual Studio and VS Code. These tools provide precise, semantic understanding of your C++ code to GitHub Copilot using the same IntelliSense engine that powers code navigation in the IDE. Until now, these capabilities...

Hooks are one of the most popular features in azd, and now you can write them in Python, JavaScript, TypeScript, or .NET, not just Bash and PowerShell. What's new? The Azure Developer CLI (azd) hook system now supports four more languages beyond Bash and PowerShell. You can write hook...

AI apps and agentic workloads expose inefficiencies in your data layer faster than any previous generation of apps. You’re storing embeddings, serving low-latency retrieval, handling bursty traffic from chat and orchestration, and often operating across regions. Done right, Azure Cosmos...

Available in Public Preview Today   Toolbox is a new way to curate, configure, and reuse tools across all of your AI agents without rewiring them every time from Foundry.  Today, teams build agents across different frameworks and runtimes. Each agent often wires tools directly,...

When we launched Microsoft Agent Framework last October, we made a promise: building production-grade AI agents should feel as natural and structured as building any other software. Today, we’re delivering on that promise — with the v1.0 release of Microsoft Agent Framework and the...

Agents are already transforming how developers solve problems. Whether it's a coding agent that refactors your repo overnight, a research agent that synthesizes hundreds of documents into a brief, or an ops agent that monitors and remediates infrastructure — the pattern is clear....

With just a single improvement in the REST API of Azure DevOps, we achieved a massive reduction in CPU usage and execution time when managing Git policies: 2x less CPU and 10-15x faster execution! This change is already available to all users of Azure DevOps, and it's time to share a bit...

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...

Windows App Development CLI v0.3 is here! This release brings some of our best features yet including a full run-and-debug experience outside Visual Studio and built-in UI Automation from the command line. With v0.3, we've unlocked a whole class of agentic and automation scenarios....

So-called "fractal page mapping".

We're excited to announce the public preview of the highly anticipated Actual Result (AR) feature for manual testing in Azure Test Plans! This feature has been one of the top requests of the community, and we're thrilled to make it available for you. Why use the Actual Result...

~1,900 lines of Python. Zero dependencies. Saves you an hour a day. GitHub → · pip install auto-memory Now give Copilot CLI enhanced context recall. Point it at deploy/install.md and let it cook. 🍳 Are you tired of using the slash /compact command every 10 min? The...

Azure SDK releases every month. In this post, you'll find this month's highlights and release notes.

This post is the first in a 3-part series: Foundations (this post) Start shipping (context engineering, MCP servers, orchestration) App modernization (Java, .NET, PHP, microservices) Bookmark this post for quick reference as you start exploring Agentic DevOps. It will be...

The Agent-Ready Database: Security, Backup, and MCP Part 4 of 4 – The Multi-Model Database Series This is the final post in a four-part series on multi-model databases in SQL Server 2025 and Azure SQL - exploring how the optimizer, storage engine, and security layer treat each data...

We are releasing .NET 10.0.7 as an out-of-band security update to address CVE-2026-40372.