// tag
#Ai
49 posts
NL2SQL Is the SQL Injection of the Agentic Age
Before you let an agent query your database with natural language, read this. NL2SQL looks simple until you think through schema completeness, indeterminism, and what SQL MCP Server actually solves.
Microsoft Foundry April 2026: Foundry Local GA, GPT-5.5, CodeAct with Hyperlight
April's Foundry recap is heavy: Foundry Local hits GA, GPT-5.5 arrives, Agent Framework gets OpenTelemetry tracing, CodeAct runs Python in Hyperlight micro-VMs, and the Agent Monitoring Dashboard lands.
The Handoff Pattern: When One Agent Isn't Enough
Microsoft Agent Framework's Handoff orchestration pattern lets agents decide who handles the next turn — without losing conversation context or breaking topology rules.
Durable Workflows in Microsoft Agent Framework: From In-Memory to Azure Functions
MAF's workflow programming model now supports durable execution backed by Durable Task — here's how to build composable agent workflows that survive process restarts and scale across Azure Functions.
Your Local MAF Agent Just Got a Production Home
Foundry Hosted Agents gives your Microsoft Agent Framework agent identity, scaling, session persistence, and zero-extra-wiring observability. Here's what that looks like in practice.
Building Agents Is the Easy Part — Running Them Safely Is the Hard Part
Microsoft Agent Framework and Agent Governance Toolkit pair up to enforce runtime policy, govern tool calls, and provide Merkle-chained audit logs — without touching your agent prompts.
Foundry Local 1.1: Real-Time Transcription, Embeddings, and the Responses API
Foundry Local 1.1 adds live microphone transcription, text embeddings, and Responses API support — all running locally with no cloud dependency, no network latency, no per-token cost.
Cosmos DB Shell Is in Public Preview — And It Has an MCP Server Built In
Azure Cosmos DB Shell is a new open-source CLI that exposes database commands as MCP tools. Your AI agents can navigate containers, run queries, and manage data using the same interface you use.
Azure SQL Can Generate Embeddings Now — In Pure T-SQL, No App Layer Needed
AI_GENERATE_EMBEDDINGS and CREATE EXTERNAL MODEL are now GA in Azure SQL Database and Managed Instance. RAG pipelines built entirely in T-SQL, no data movement required.
Your AI Agent Has an Identity Problem (And Here's the Template That Solves It)
A new azd template from Curity and Microsoft shows how to build AI agents that use short-lived OAuth tokens with fine-grained scopes — so agents can never see data they shouldn't.
Aspire 13.3: Kubernetes Support, Browser Logs, and the Aspireify Skill
Five weeks after 13.2, Aspire 13.3 lands with 45 new features including first-class AKS deployment, an AI-assisted onboarding skill, browser log capture, and structured command results.
SDD Conference 2026
A 5-day software development conference at the Barbican Centre in London with 78 sessions and 14 workshops covering architecture, .NET, AI, Azure, DevOps, and more.
Building an AI-Powered Conference App with .NET's Composable Stack
Microsoft built ConferencePulse — a live conference Blazor app — by composing Microsoft.Extensions.AI, DataIngestion, VectorData, MCP, and Agent Framework together. Here's how the pieces fit.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Global Azure Spain 2026
The biggest Azure community event in Spain — a full day of sessions on Azure, AI, data, security, and cloud-native development with 38 speakers across 3 tracks.
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.
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.
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.
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.
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.
.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.
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.
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 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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 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.
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.
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.
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.
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.
Getting Started with Microsoft Agent Framework
Build your first multi-agent workflow with the Microsoft Agent Framework — orchestrate specialized agents, connect tools, and handle human-in-the-loop approvals in .NET.
Getting Started with Semantic Kernel
A practical first look at Semantic Kernel — the open-source SDK from Microsoft for building AI-powered .NET applications with LLMs, plugins, and memory.