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The latest on AI & ML - The GitHub Blog

Should you read the code, is RAG dead, and did Skills kill MCP? Migrating the GitHub Copilot runtime to Rust, using Copilot Marketing ops as code: Automating events from planning to follow-up on GitHub GitHub Copilot app for Beginners: Using the diff, terminal, and browser Project HydraFusion: Frontier quality via multi-model orchestration GitHub Copilot app for Beginners: Run several agents at once Decoding the new AI lingo: Loops, harnesses, squads, hill climbing... oh my! How we make AI coding more cost efficient without sacrificing task quality GitHub Copilot app for Beginners: Automate Dependabot pull request triage How to evaluate LLMs before production GitHub Copilot app for Beginners: Managing your work How to bring your software delivery workflow into GitHub with agent apps Write your first prompt with the GitHub Copilot app Using the GitHub Copilot SDK for Java A guide to slash commands in the GitHub Copilot app How the GitHub legal team used Copilot CLI to streamline their workflows Stacked sessions and pull requests in the GitHub Copilot app The harness is all you need (mostly) GitHub Copilot app for Beginners: Getting started Copilot vs. raw API access: What are you actually paying for? How to build interactive experiences with canvases Better tools made Copilot code review worse. Here's how we actually improved it. Automating cross-repo documentation with GitHub Agentic Workflows How GitHub Copilot enables zero DNS configuration for GitHub Pages Evaluating performance and efficiency of the GitHub Copilot agentic harness across models and tasks I automated my job (and it made me a better leader) How we built an internal data analytics agent Getting more from each token: How Copilot improves context handling and model routing What are git worktrees, and why should I use them? GitHub Copilot CLI for Beginners: Overview of common slash commands
How canvases make agentic workflows visible, steerable, a...
Ayan Gupta · 2026-08-18 · via The latest on AI & ML - The GitHub Blog
Chat is great for intent, but agent work gets lost in the scroll. Here is how I use canvases with my agentic …