Browse All Artificial Intelligence Content (784)

DevClass.com reports on Visual Studio 18.5 (Visual Studio 2026), covering new Copilot-driven “agentic” debugging, changes to how IntelliSense/Copilot suggestions are prioritized, and ongoing developer complaints about theme contrast and forced auto-updates.

In this community deep dive, junjieli walks through the GA release of Microsoft Foundry Toolkit for Visual Studio Code—covering model experimentation, agent development (no-code and code-first), evaluations, deployment to Microsoft Foundry Agent Service, and workflows for converting, profiling, and fine-tuning local models on Windows.

carlottacaste spotlights Athiq Ahmed’s winning Agents League Reasoning Agents project, CertPrep, detailing a Microsoft Foundry-based multi-agent pipeline that builds study plans, tracks readiness, generates assessments, and applies guardrails and human approval steps.

Sreekanth_Thirthala announces a public preview feature for Azure API Center: a plugin marketplace endpoint that lets developers discover and install AI plugins (including MCP servers and skills) from tools like Claude Code and GitHub Copilot CLI, while keeping enterprise governance and auth intact.

cindywang explains how GitHub Copilot agents can modernize legacy Java and .NET code inside Docker Sandbox microVMs, keeping host filesystem paths consistent while avoiding risky Docker socket mounts and tightening egress controls during dependency upgrades.

chandanAggarwal announces the public preview of Container Network Insights Agent, an agentic AI assistant for diagnosing AKS networking issues by correlating Kubernetes, Cilium/Hubble, and node-level Linux telemetry, then producing evidence-backed root-cause reports and remediation commands.

Blanca Li summarizes April 2026 updates to Microsoft Foundry Reinforcement Fine-Tuning (RFT): global training for o4-mini across 13+ Azure regions, new GPT-4.1 family model graders, and practical best practices plus pitfalls to help teams design reliable graders and scale fine-tuning safely.

Allison announces `gh skill`, a new GitHub CLI command for discovering, installing, updating, and publishing portable “agent skills” for AI coding agents (including GitHub Copilot), with a focus on version pinning and supply-chain integrity.

John Edward explains when to use single-agent vs multi-agent AI architectures in a Microsoft context, mapping common designs to Semantic Kernel, AutoGen, and Azure services like Azure OpenAI, Azure AI Search, Functions, Service Bus, and AKS.

Microsoft Developer hosts Shawn Henry and Rong Lu as they walk through the Microsoft Agent Framework (MAF) 1.0 GA release, covering stable APIs, multi-agent handoff orchestration, Python and .NET support, plus the Foundry Toolkit for VS Code with debugging, testing-style evaluation, and GitHub Copilot integration.

Microsoft Developer walks through Foundry Agent Service managed memory and how it integrates with Microsoft Agent Framework and LangGraph to build stateful agents that retain context across sessions, including per-user scoping, automatic extraction, and CRUD APIs for memory control.

Jim Harrer shares a curated list of 20 VS Live! Las Vegas 2026 sessions now available on the Visual Studio YouTube channel, spanning AI/Copilot topics, modern .NET and C#, Azure cloud-native development, GitHub Actions, and practical productivity and architecture guidance.

GitHub walks beginners through customizing GitHub Copilot CLI using instructions, skills, and custom agents to better match team coding standards, automate pull request tasks, and run specialized checks like accessibility reviews.

Microsoft Threat Intelligence and the Microsoft Defender Security Research Team break down a Sapphire Sleet macOS intrusion chain that relies on social engineering and user-initiated AppleScript execution, and provide Defender detections, KQL hunting queries, and IOCs to help security teams spot and stop similar activity.

Allison announces that Anthropic’s Claude Opus 4.7 is rolling out in GitHub Copilot, including where it’s available (IDEs, CLI, and agents), which plans get access, and what admins need to enable for Business and Enterprise tenants.

Microsoft Fabric Blog introduces the generally available OneLake MCP tools, showing how an AI agent can discover Fabric items, inspect schemas, map OneLake storage, and assess mirrored-database health through a single natural-language conversation (no code or portal clicks).

Microsoft Fabric Blog explains what customers are asking about Fabric Data Factory vs Azure Data Factory (ADF): when to migrate, how mature it is, and what new capabilities you gain—like Mirroring to OneLake, Copy Jobs with CDC, Dataflows Gen2, Copilot assistance, and managed Airflow/dbt execution.

DevClass.com reports on GitHub’s private preview of Stacked PRs, a workflow for breaking large changes into smaller, independently reviewable pull requests that can still depend on each other, with an optional gh stack CLI that’s also intended to work well with AI agents.

PrabhKaur (co-authored with Avneesh Kaushik) lays out an architecture-focused checklist for building AI agents in Microsoft Foundry with security, observability, least privilege, continuous validation, and human accountability built in from the start.

Allison explains a new GitHub Copilot Cloud Agent (CCA) admin capability: enterprise admins can now enable the agent for selected organizations (including via organization custom properties), and manage the policy through the AI Controls page or new REST API endpoints.