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GitHub AI Engineering Blog

Stay updated with the latest developments in Artificial Intelligence

Latest AI News

  • ReviewBench: An open benchmark for AI code review

    We’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post ReviewBench: An open benchmark for AI code review appeared first on The GitHub Blog.

    GitHub AI Engineering Blog11 min read

  • When chat is the wrong UI

    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.

    GitHub AI Engineering Blog6 min read

  • AI-powered fuzzing with the GitHub Security Lab Taskflow Agent

    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.

    GitHub AI Engineering Blog10 min read

  • Rendering huge pull requests in the GitHub Copilot app

    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.

    GitHub AI Engineering Blog14 min read

  • Should you read the code, is RAG dead, and did Skills kill MCP?

    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.

    GitHub AI Engineering Blog7 min read

  • Migrating the GitHub Copilot runtime to Rust, using Copilot

    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.

    GitHub AI Engineering Blog65 min read

  • GitHub Copilot app for Beginners: Using the diff, terminal, and browser

    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.

    GitHub AI Engineering Blog3 min read

  • Project HydraFusion: Frontier quality via multi-model orchestration

    In controlled offline evaluations, HydraFusion’s selective coding workflows matched or exceeded the evaluated Opus 5 baseline while reducing estimated workflow cost. Now available as a research preview in GitHub Copilot.

    GitHub AI Engineering Blog8 min read

  • GitHub Copilot app for Beginners: Run several agents at once

    Learn how to run parallel agents in the GitHub Copilot app, and experience the moment it stops feeling scary and starts feeling powerful. The post GitHub Copilot app for Beginners: Run several agents at once appeared first on The GitHub Blog.

    GitHub AI Engineering Blog3 min read

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