Microsoft Agent Framework Part 3: From Tools to Workflows — The Building Blocks Click Into Place

Part 3 of the .NET AI building blocks series covers the Microsoft Agent Framework — from single agents with tools to multi-agent workflows with memory. Here's what actually matters.

.NET AI Microsoft Agent Framework C# AI Agents

SQL MCP Server on Azure App Service — No Containers Required

The SQL MCP Server can now run on Azure App Service without Docker or Kubernetes. Here's what that means for .NET developers building AI agents that talk to SQL databases.

Azure SQL MCP Azure App Service Data API Builder AI Agents

WinApp VS Code Extension: Run, Debug, and Package Windows Apps Without Leaving the Editor

The WinApp VS Code extension brings the full Windows App Development CLI into VS Code — run, debug with package identity, package, and sign Windows apps (WPF, WinUI, .NET, C++) without touching Visual Studio.

VS Code Windows WinUI .NET WPF

A2A v1 Is Here: Cross-Platform Agent Communication in Microsoft Agent Framework for .NET

How A2A v1 in Microsoft Agent Framework helps .NET teams connect agents across platforms with production-ready interoperability.

.NET Agent Framework A2A Interoperability

Azure Data Studio Is Retired: Move Your Azure SQL Workflow to VS Code

What Azure Data Studio retirement means for .NET teams and a practical migration path for Azure SQL workflows in VS Code.

.NET Azure SQL VS Code Developer Tools

Azure Developer CLI (azd) April 2026: What Matters for .NET Teams

Key Azure Developer CLI April 2026 updates that matter for .NET developers shipping cloud apps and agents.

.NET Azure Developer CLI DevOps Cloud

Building an AI-Powered Conference App with .NET's Composable Stack

What the composable .NET stack looks like in practice when building an AI-powered conference application.

.NET AI Architecture Developer Productivity

Combining API Versioning with OpenAPI in .NET 10

A practical approach to combining API versioning and OpenAPI in .NET 10 to keep contracts clear and evolvable.

.NET API Design OpenAPI .NET 10

Fixing All-or-Nothing Batch Processing in Azure Service Bus

Why all-or-nothing batch handling hurts reliability, and how per-message settlement improves Service Bus workflows for .NET.

.NET Azure Service Bus Messaging Reliability

Governing MCP Tool Calls in .NET with the Agent Governance Toolkit

How to introduce governance, policy checks, and safer tool execution for MCP-based .NET agents.

.NET MCP AI Agents Security

LangChain + Azure Cosmos DB for Agentic Apps and RAG

How LangChain integration with Azure Cosmos DB helps .NET teams design agentic and RAG systems with stronger data foundations.

.NET Azure Cosmos DB LangChain RAG

Removing the Monkey Work of Migration with Agentic Platform Engineering

A practical look at using agentic platform engineering to reduce repetitive migration work in enterprise .NET programs.

.NET Azure Migration Platform Engineering

SDK-Style Support for Extension Projects in Visual Studio

Why SDK-style project support for Visual Studio extensions is a meaningful simplification for .NET extension development.

Visual Studio .NET Extensions SDK-Style

Visual Studio April Update: Cloud Agent Integration for .NET Workflows

A focused walkthrough of the April Visual Studio update and what Cloud Agent integration changes for .NET workflows.

Visual Studio .NET AI Agents Productivity

Visual Studio Code 1.119: The Practical .NET Highlights

The practical .NET take on VS Code 1.119: what to test first, and where it can improve day-to-day development.

VS Code .NET Developer Tools Productivity

Azure DevOps MCP Server April Update: WIQL Queries, PAT Auth, and Experimental MCP Apps

The Azure DevOps MCP Server gets WIQL-powered work item queries, Personal Access Token authentication, MCP annotations, and an experimental MCP Apps feature that packages common workflows into reusable tools.

Azure DevOps MCP Developer Productivity Azure Boards GitHub Copilot

SQL Server 2025 as Your Agent-Ready Database: Security, Backup, and MCP in One Engine

The final part of the Polyglot Tax series tackles the hard production problems: unified Row-Level Security across relational, JSON, graph, and vector data — plus cryptographic audit trails and MCP integration that make SQL Server 2025 genuinely agent-ready.

Azure SQL SQL Server MCP Security AI Apps

.NET 10 Ships with Ubuntu 26.04 LTS — Here's What's New

Ubuntu 26.04 LTS (Resolute Raccoon) launched today with .NET 10 as a first-class supported toolchain. Native AOT, chiseled containers, Linux 7.0 — here's what you need to know.

.NET Linux Ubuntu Containers Docker

Azure MCP Server Is Now a .mcpb — Install It Without Any Runtime

The Azure MCP Server is now available as an MCP Bundle (.mcpb) — download it, drag it into Claude Desktop, and you're done. No Node.js, Python, or .NET runtime required.

MCP Azure AI Developer Tools Azure SDK

Azure SDK April 2026: AI Foundry 2.0 and What .NET Developers Should Know

The April 2026 Azure SDK release ships Azure.AI.Projects 2.0.0 stable with significant breaking changes, critical Cosmos DB security fixes, and a wave of new Provisioning libraries for .NET.

Azure SDK AI Foundry Azure .NET NuGet

CodeAct in Agent Framework: How to Cut Your Agent's Latency in Half

CodeAct collapses multi-step tool chains into a single sandboxed code block — cutting latency by 52% and token usage by 64%. Here's what it means for your agents and when to reach for it.

Agent Framework AI Agents Hyperlight Python

GPT-5.5 Is Here and It's Coming to Azure Foundry — What .NET Developers Need to Know

GPT-5.5 is generally available in Microsoft Foundry. Here's the progression from GPT-5 to 5.5, what's actually improved, and how to start using it in your agents today.

AI Foundry Azure Agent Framework GPT-5

VS Code 1.118: Copilot CLI Gets Session Names, Model Badges, and TypeScript 7.0 Nightly Opt-In

Visual Studio Code 1.118 is a focused release centered on Copilot CLI improvements — session naming, model badges, auto model selection, and a new option to opt into TypeScript 7.0 nightlies.

VS Code GitHub Copilot Developer Tools TypeScript

Where Does Your Agent Remember Things? A Practical Guide to Chat History Storage

Service-managed or client-managed? Linear or forking? The architectural decision that shapes what your AI agent can actually do — with code examples in C# and Python.

Agent Framework AI Agents Architecture CSharp

Aspire 13.2 Gets Bun, Better Containers, and Less Debugging Friction

Aspire 13.2 adds first-class Bun support for Vite apps, fixes Yarn reliability, and ships container improvements that make local dev behavior honest. Here's what actually changed and why it matters.

Aspire .NET Aspire Containers JavaScript Developer Productivity

68 Minutes a Day Re-Explaining Code to Copilot? There's a Fix for That

Context rot is real — your AI agent drifts after 30 turns, and you're paying the compaction tax every hour. auto-memory gives GitHub Copilot CLI surgical recall without burning thousands of tokens.

GitHub Copilot Developer Productivity MCP AI Foundry AI Apps

azd Hooks in Python, TypeScript, and .NET: Stop Fighting Shell Scripts

The Azure Developer CLI now lets you write hooks in Python, JavaScript, TypeScript, or .NET. No more context-switching to Bash just to run a migration script.

azure-developer-cli azd dotnet python typescript

Foundry Toolboxes: One Endpoint for All Your Agent Tools

Microsoft Foundry just launched Toolboxes in public preview — a way to curate, manage, and expose AI agent tools through a single MCP-compatible endpoint without re-wiring everything per agent.

microsoft-foundry ai agents mcp azure

Windows App Dev CLI v0.3: F5 from the Terminal and UI Automation for Agents

Windows App Development CLI v0.3 ships winapp run for terminal-based debug launches, winapp ui for UI automation, and a new NuGet package that makes dotnet run work with packaged apps.

windows dotnet winui wpf developer-tools

Patch This Now: .NET 10.0.7 OOB Security Update for ASP.NET Core Data Protection

.NET 10.0.7 is an out-of-band release fixing a security vulnerability in Microsoft.AspNetCore.DataProtection — the managed authenticated encryptor was computing HMAC over the wrong bytes, leading to potential elevation of privilege. Update immediately.

.NET Security ASP.NET Core .NET 10 Maintenance & Updates

azd + GitHub Copilot: AI-Powered Project Setup and Smarter Error Fixes

The Azure Developer CLI now integrates with GitHub Copilot to scaffold your project and fix deployment errors — all without leaving the terminal.

Azure azd GitHub Copilot Azure Developer CLI Bicep

Writing Node.js Native Addons in C# with .NET Native AOT

The C# Dev Kit team replaced C++ Node.js addons with .NET Native AOT — and the result is cleaner, safer, and only needs the .NET SDK.

.NET C# Native AOT Node.js VS Code

VS Code 1.117: Agents Are Getting Their Own Git Branches and I'm Here For It

VS Code 1.117 ships worktree isolation for agent sessions, persistent Autopilot mode, and subagent support. The agentic coding workflow just got way more real.

vscode developer-tools ai github-copilot agents

Foundry's RFT Just Got Cheaper and Smarter — Here's What Changed

Microsoft Foundry shipped three RFT updates this month: global training for o4-mini, new GPT-4.1 model graders, and a best practices guide that'll save you hours of debugging.

ai azure foundry fine-tuning machine-learning

Your AI Experiments on Azure Are Burning Money — Here's How to Fix That

AI workloads on Azure can get expensive fast. Let's talk about what actually works for keeping costs under control without slowing down your development.

azure cloud cost-optimization ai finops

Docker Sandbox Lets Copilot Agents Refactor Your Code Without Risking Your Machine

Docker Sandbox gives GitHub Copilot agents a secure microVM to run wild with refactoring — no permission prompts, no risk to your host. Here's why that changes everything for large-scale .NET modernization.

github-copilot docker modernization developer-tools ai

Stop Babysitting Your Terminal: Aspire's Detached Mode Changes the Workflow

Aspire 13.2 lets you run your AppHost in the background and take your terminal back. Combined with new CLI commands and agent support, this is a bigger deal than it sounds.

aspire dotnet cli developer-tools coding-agents

Azure MCP Tools Are Now Baked Into Visual Studio 2022 — No Extension Required

Azure MCP tools ship as part of the Azure development workload in Visual Studio 2022. Over 230 tools, 45 Azure services, zero extensions to install.

visual-studio azure mcp copilot developer-tools

Pin Clustering Finally Lands in .NET MAUI Maps — One Property, Zero Pain

.NET MAUI 11 Preview 3 adds native pin clustering to the Map control. One property, separate clustering groups, and tap handling — all built in.

dotnet maui mobile maps dotnet-11

.NET April 2026 Servicing — Security Patches You Should Apply Today

The April 2026 servicing release patches 6 CVEs across .NET 10, .NET 9, .NET 8, and .NET Framework — including two remote code execution vulnerabilities.

dotnet security servicing dotnet-framework

Aspire 13.2 Gets MongoDB EF Core and Azure Data Lake — Two Integrations Worth Trying

Aspire 13.2 adds MongoDB Entity Framework Core and Azure Data Lake Storage integrations with zero-config health checks and service discovery. Here's what they look like in practice.

dotnet-aspire efcore mongodb azure data-lake

azd update — One Command to Rule All Your Package Managers

The Azure Developer CLI now has a universal update command that works regardless of how you installed it — winget, Homebrew, Chocolatey, or install script.

azure azd developer-tools cli

Azure DevOps Server April 2026 Patch — PR Completion Fix and Security Updates

Azure DevOps Server gets Patch 3 with a fix for PR completion failures, improved sign-out validation, and restored GitHub Enterprise Server PAT connections.

azure-devops devops patches

Azure Smart Tier Is GA — Automatic Blob Storage Cost Optimization Without Lifecycle Rules

Azure Blob Storage smart tier is now generally available, automatically moving objects between hot, cool, and cold tiers based on actual access patterns — no lifecycle rules needed.

azure storage blob-storage cost-optimization cloud-native

Where Should You Host Your AI Agents on Azure? A Practical Decision Guide

Azure offers six ways to host AI agents — from raw containers to fully managed Foundry Hosted Agents. Here's how to pick the right one for your .NET workload.

azure ai agents containers microsoft-foundry

Agent Skills in .NET Just Got Seriously Flexible

The Microsoft Agent Framework now supports three ways to author skills — files, classes, and inline code — all composed through a single provider. Here's why that matters and how to use each one.

.NET Agent Framework AI Semantic Kernel Azure

Azure MCP Server 2.0 Just Dropped — Self-Hosted Agentic Cloud Automation Is Here

Azure MCP Server 2.0 goes stable with self-hosted remote deployments, 276 tools across 57 Azure services, and enterprise-grade security — here's what matters for .NET developers building agentic workflows.

mcp azure ai agents azure-sdk

.NET Aspire 13.2 Wants to Be Your AI Agent's Best Friend

Aspire 13.2 goes all-in on agentic development — structured CLI output, isolated runs, auto-healing environments, and full OpenTelemetry data so your AI agents can actually build, run, and observe your apps.

aspire dotnet ai cli telemetry

Agentic Platform Engineering Is Getting Real — Git-APE Shows How

Microsoft's Git-APE project puts agentic platform engineering into practice — using GitHub Copilot agents and Azure MCP to turn natural-language requests into validated cloud infrastructure.

azure github-copilot platform-engineering agents mcp

Aspire's Isolated Mode Fixes the Port Conflict Nightmare for Parallel Development

Aspire 13.2 introduces --isolated mode: random ports, separate secrets, and zero collisions when running multiple instances of the same AppHost. Perfect for AI agents, worktrees, and parallel workflows.

aspire dotnet cli developer-tools parallel-development

Building Real-Time Multi-Agent UIs That Don't Feel Like a Black Box

AG-UI and Microsoft Agent Framework team up to give multi-agent workflows a proper frontend — with real-time streaming, human approvals, and full visibility into what your agents are doing.

agent-framework ai ag-ui multi-agent azure

Connect Your MCP Servers on Azure Functions to Foundry Agents — Here's How

Build your MCP server once, deploy it to Azure Functions, and connect it to Microsoft Foundry agents with proper auth. Your tools work everywhere — VS Code, Cursor, and now enterprise AI agents.

mcp azure-functions foundry ai azure

GitHub Copilot's Modernization Assessment Is the Best Migration Tool You're Not Using Yet

GitHub Copilot's modernization extension doesn't just suggest code changes — it produces a full migration assessment with actionable issues, Azure target comparisons, and a collaborative workflow. Here's why the assessment document is the key to everything.

dotnet azure github-copilot modernization migration

MCP Apps Get a Fluent API — Build Rich AI Tool UIs in .NET with Three Steps

The new fluent configuration API for MCP Apps on Azure Functions lets you turn any .NET MCP tool into a full app with views, permissions, and CSP policies in just a few lines of code.

mcp dotnet azure-functions ai azure-sdk

Microsoft Foundry March 2026 — GPT-5.4, Agent Service GA, and the SDK Refresh That Changes Everything

Microsoft Foundry's March 2026 update is massive: Agent Service hits GA, GPT-5.4 brings reliable reasoning, the azure-ai-projects SDK goes stable across all languages, and Fireworks AI brings open models to Azure.

foundry ai azure gpt-5-4 agents

SQL MCP Server — The Right Way to Give AI Agents Database Access

SQL MCP Server from Data API builder gives AI agents secure, deterministic database access without exposing schemas or relying on NL2SQL. RBAC, caching, multi-database support — all built in.

azure-sql mcp data-api-builder ai azure

That Visual Studio Floating Windows Setting You Didn't Know About (But Should)

A hidden Visual Studio setting gives you full control over floating windows — independent taskbar entries, proper multi-monitor behavior, and perfect FancyZones integration. One dropdown changes everything.

visual-studio developer-tools productivity powertoys

VS Code 1.116 — Agents App Gets Keyboard Navigation and File Context Completions

VS Code 1.116 focuses on Agents app polish — dedicated keybindings, accessibility improvements, file-context completions, and CSS @import link resolution.

vscode developer-tools agents accessibility

VS Code 1.115 — Background Terminal Notifications, SSH Agent Mode, and More

VS Code 1.115 brings background terminal notifications for agents, SSH remote agent hosting, file paste in terminals, and session-aware edit tracking. Here's what matters for .NET developers.

vscode developer-tools copilot ai remote-development

C# 15 Gets Union Types — and They're Exactly What We've Been Asking For

C# 15 introduces the union keyword — compiler-enforced discriminated unions with exhaustive pattern matching. Here's what they look like, why they matter, and how to try them today.

csharp dotnet union-types pattern-matching dotnet-11

Aspire 13.2 Ships a Docs CLI — and Your AI Agent Can Use It Too

.NET Aspire 13.2 adds aspire docs — a CLI for searching, browsing, and reading official documentation without leaving your terminal. It also works as a tool for AI agents. Here's why this matters.

aspire dotnet cli ai developer-tools

Microsoft Agent Framework Hits 1.0 — Here's What Actually Matters for .NET Developers

Microsoft Agent Framework 1.0 is production-ready with stable APIs, multi-agent orchestration, and connectors for every major AI provider. Here's what you need to know as a .NET developer.

agent-framework dotnet ai semantic-kernel azure-openai

Aspire 13.2's Dashboard Just Got a Telemetry API — and It Changes Everything

.NET Aspire 13.2 ships smarter telemetry export, a programmable API for traces and logs, and GenAI visualization improvements. Here's why this matters for your debugging workflow.

aspire dotnet opentelemetry dashboard observability

azd Now Lets You Run and Debug AI Agents Locally — Here's What Changed in March 2026

The Azure Developer CLI shipped seven releases in March 2026. The highlights: a local run-and-debug loop for AI agents, GitHub Copilot integration in project setup, and Container App Jobs support.

azure azd ai agents dotnet

Azure DevOps Finally Fixes the Markdown Editor UX Everyone Complained About

The Azure DevOps Markdown editor for work items gets a clearer preview-vs-edit mode distinction. It's a small change that fixes a genuinely annoying workflow issue.

azure-devops devops productivity developer-tools

Bookmark Studio Brings Slot-Based Navigation and Sharing to Visual Studio Bookmarks

Mads Kristensen's new Bookmark Studio extension adds keyboard-driven slot navigation, a bookmark manager, colors, labels, and export/share capabilities to Visual Studio bookmarks.

visual-studio extensions productivity developer-tools

Visual Studio's March Update Lets You Build Custom Copilot Agents — and the find_symbol Tool Is a Big Deal

Visual Studio's March 2026 update ships custom Copilot agents, reusable agent skills, a language-aware find_symbol tool, and Copilot-powered profiling from Test Explorer. Here's what matters.

visual-studio github-copilot dotnet ai developer-tools

KubeCon Europe 2026: What .NET Developers Should Actually Care About

Microsoft dropped a wall of Kubernetes announcements at KubeCon Europe 2026. Here's the filtered version — only the AKS and cloud-native updates that matter if you're shipping .NET apps.

kubernetes aks azure dotnet cloud-native

SQL MCP Server, Copilot in SSMS, and a Database Hub with AI Agents: What Actually Matters from SQLCon 2026

Microsoft dropped a stack of database announcements at SQLCon 2026. Here's the stuff that actually matters if you're building AI-powered apps on Azure SQL.

azure ai sql databases mcp

Azure DevOps MCP Server Lands in Microsoft Foundry: What This Means for Your AI Agents

The Azure DevOps MCP Server is now available in Microsoft Foundry. Connect your AI agents directly to DevOps workflows — work items, repos, pipelines — with a few clicks.

azure devops ai mcp foundry

Background Responses in Microsoft Agent Framework: No More Timeout Anxiety

Microsoft Agent Framework now lets you offload long-running AI tasks with continuation tokens. Here's how background responses work and why they matter for your .NET agents.

dotnet ai agent-framework azure

Foundry Agent Service is GA: What Actually Matters for .NET Agent Builders

Microsoft's Foundry Agent Service just hit GA with private networking, Voice Live, production evaluations, and an open multi-model runtime. Here's what you need to know.

azure ai foundry agents dotnet

From Laptop to Production: Deploying AI Agents to Microsoft Foundry with Two Commands

The Azure Developer CLI now has 'azd ai agent' commands that take your AI agent from local dev to a live Foundry endpoint in minutes. Here's the full workflow.

azure ai foundry developer-tools azd

VS Code 1.112: What .NET Developers Should Actually Care About

VS Code 1.112 just dropped and it's packed with agent upgrades, an integrated browser debugger, MCP sandboxing, and monorepo support. Here's what actually matters if you're building with .NET.

dotnet visual-studio tooling productivity ai