AI news for builders and product teamsUpdated Sep 30, 2026, 20:01 UTC
GitHub Blog · AI & ML
First-party releases and research from GitHub Blog · AI & ML. Headlines and excerpts link to the original articles.
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GitHub published a beginner-focused post describing how to build custom workflows with canvases in the GitHub Copilot app, using the /create-canvas skill to generate a shared, editable interface from a plain-English description.
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What is a developer to do when they need something more tangible than a chat box? Enter canvases. The post When chat is the wrong UI appeared first on The GitHub Blog .
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In this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent appeared first on The GitHub Blog .
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How we rebuilt the diff surface in the GitHub Copilot app to open a million-line pull request with hundreds of inline review comments. The post Rendering huge pull requests in the GitHub Copilot app appeared first on The GitHub Blog .
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We dive into these questions and other AI hot takes on the latest episode of the GitHub Podcast. The post Should you read the code, is RAG dead, and did Skills kill MCP? appeared first on The GitHub Blog .
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A rewrite this size wasn't affordable before agents. Here's what porting the Copilot agent runtime to 800,000 lines of production Rust actually took. The post Migrating the GitHub Copilot runtime to Rust, using Copilot appeared first on The GitHub Blog .
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If you can write down how you do your work, you can automate it. Here's what I did to support GitHub's APAC marketing team. The post Marketing ops as code: Automating events from planning to follow-up on GitHub appeared first on The GitHub Blog .
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Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app. The post GitHub Copilot app for Beginners: Using the diff, terminal, and browser appeared first on The GitHub Blog .
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GitHub introduced Project HydraFusion, a research preview available on all GitHub Copilot plans through /experimental in GitHub Copilot CLI. It orchestrates models across providers at runtime, selecting among Single, Cascade, and Critique execution patterns based on task needs.
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GitHub published a beginner-focused post describing how its Copilot app lets developers run multiple agent sessions at once, each on its own Git worktree. The post walks through running three tasks in parallel in an example repository and includes a call to get started with the app.