GitHub Copilot is only as smart as the context it can see. This guide explains exactly how workspace context and codebase indexing work in VS Code — remote vs local vs basic indexes, when to use #codebase vs @workspace, how to write copilot-instructions.md for your team, and six prompt patterns that consistently produce better answers. Practical, code-first, no fluff.
Copilot Studio
The Risk Decision Matrix for GitHub Copilot CLI Autopilot Mode in Power Platform
GitHub Copilot CLI Autopilot mode reached GA in February 2026 — but for Power Platform, autonomous PAC CLI execution carries real risk. This article builds a scored Risk Decision Matrix mapping every PAC CLI operation to one of four zones: full Autopilot, conditional, Plan Mode only, or human-only. Includes a calculable Autopilot Safety Score formula, a ready-to-use AGENTS.md template, and preToolUse hook enforcement patterns grounded in Singapore IMDA, AWS, and McKinsey agentic governance frameworks.
Claude Skills: The Complete Developer Guide to Building Reusable AI Workflows (With Code)
Claude Skills are reusable, Markdown-based instruction bundles that turn Claude into a specialist for any domain — automatically loaded when relevant, no re-prompting required. In this complete developer guide, we break down all 17 available skills across document automation, frontend design, generative art, MCP server building, and more. Each section includes working Python and TypeScript code samples, dependency lists, and real integration patterns so you can drop them into your own projects today. Whether you're generating Word docs with docx, building MCP servers with mcp-builder, or creating animated Slack GIFs with slack-gif-creator, this guide shows you exactly how each skill works under the hood — and how to build your own.
GitHub Copilot CLI Is Now Generally Available — And Power Platform Developers Should Pay Attention
GitHub Copilot CLI is now generally available for all paid Copilot subscribers. This article breaks down what that means for Power Platform developers — covering the official Microsoft Power Platform Skills plugin, real-world PAC CLI and PCF scenarios, Agent Skills ecosystem by developer profile, and a full Copilot CLI vs Claude Code comparison.
GitHub Copilot CLI: Complete Developer Guide for Power Platform, .NET, and TypeScript
A complete hands-on reference for developers getting started with GitHub Copilot CLI. Covers installation, agentic modes, Agent Skills ecosystem by developer profile, MCP server integration, and step-by-step Power Platform ALM setup — with production-ready code examples throughout
Stop Writing Vague AI Prompts: The Developer’s Playbook for Mastering agents.md in 2026
Your AI agent just modified the wrong file. Again. Before you blame the model — when did you last check what instructions you actually gave it?
Most developers hand a powerful coding agent a vague persona and wonder why results are inconsistent. GitHub's analysis of 2,500+ repositories reveals the uncomfortable truth: the gap between agents that work and agents that guess comes down to one file you're probably not writing correctly.
In this guide: the six pillars of a high-performing agents.md, a production-ready Dataverse plugin agent template, and the maintenance habit that keeps your AI sharp as your codebase grows. Your agent is only as good as the manual you write for it.
GitHub Copilot Agentic Memory: What It Is, How It Works?
GitHub Copilot just launched a persistent, repository-scoped agentic memory system in public preview. Instead of starting from scratch every session, Copilot now learns your codebase conventions over time and shares that knowledge across the coding agent, code review, and CLI. In this article, we explore how it works under the hood — and walk through three concrete Power Platform scenarios (PCF control development, Power Automate solution management, and Dataverse architecture patterns) where this changes the daily developer experience significantly.
Power Apps MCP Server: Complete Guide to Every Feature (Public Preview 2026)
The Power Apps MCP (Model Context Protocol) Server is now in public preview. It exposes three tools — invoke_data_entry, request_assistance, and log_for_review — that let AI agents automate tasks inside model-driven apps with built-in human supervision via a redesigned agent feed. This guide covers every feature, technical detail, current limitation, and step-by-step setup path.
Microsoft Copilot Studio vs Azure AI Foundry: The Complete Guide to Choosing Your AI Platform in 2026
Confused about Microsoft Copilot Studio vs Azure AI Foundry? I was too. After building projects on both platforms, I'm sharing exactly when to use each one—and why using both together is actually the smartest strategy. No corporate jargon, just real advice from someone who's been there.
Announcing: Mastering Microsoft Copilot Studio in VS Code
Ready to transform your Copilot Studio development from web-based clicks to professional code-based workflows? This comprehensive 8-part series guides you through mastering the VS Code extension, covering version control, CI/CD pipelines, team collaboration, and enterprise deployment patterns. Learn from real-world case studies, avoid common pitfalls, and discover when to use VS Code versus the web UI. Perfect for developers at all levels—from those just discovering the extension to architects building complex multi-agent systems.