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Open Source knowledge cards on KnowBite — curated from specialist publications, updated throughout the day.

  2. How bug bounty sharpens one researcher’s security skills

    As Cybersecurity Awareness Month continues, the GitHub Bug Bounty team spotlights @r31n, diving into their research approach, favorite bug classes, and advice for aspiring hackers. The post How bug bounty sharpens one researcher’s security skills appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-22T17:21:30Z

  4. The bridge to agent-scale Git infrastructure

    We moved a copy of 99.99999% of GitHub's repositories to Azure. Here's how per-reference quorums will bring over the rest, and how object storage lets reads scale independently. The post The bridge to agent-scale Git infrastructure appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-21T16:00:00Z

  5. Before you evaluate an AI SRE, give your existing agent context

    If you’re evaluating AI SRE products, you probably own most of one already. The coding agent your engineers use, whether that’s Claude Code, Codex or Cursor, can already investigate a Kubernetes cluster. What it usually lacks...

    CNCF · 2026-10-21T11:00:00Z

  6. How 3 Java Champions are using GitHub Copilot for increased productivity

    Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results. The post How 3 Java Champions are using GitHub Copilot for increased productivity appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-20T16:05:03Z

  7. How AI workloads are reshaping Kubernetes autoscaling

    Kubernetes has quietly run much of the world’s containerized software on a division of labor between two control loops that rarely had to talk to each other. The scheduler places each pod on a node that...

    CNCF · 2026-10-19T11:00:00Z

  8. How to continue a GitHub Copilot app session in VS Code

    Learn how to move an agent session from the GitHub Copilot app into VS Code without losing the conversation, code changes, or working context. The post How to continue a GitHub Copilot app session in VS Code appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-19T18:47:22Z

  9. Deploying, maintaining, and migrating production n8n on EKS

    n8n is easy to try and harder to run under production traffic. A single container with SQLite works great for a quick demo. Production is a different story entirely. You need workers, webhook processors, PostgreSQL, Redis,...

    CNCF · 2026-10-16T16:39:04Z

  10. The next developer interface is ambient intelligence

    AI, agents, voice, and physical controls are shifting software development from operating tools to expressing intent—and helping developers stay focused on building. The post The next developer interface is ambient intelligence appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-15T19:39:27Z

  11. Putting Nepal on the CNCF Golden Kubestronaut map

    In this blog, I will share my Golden Kubestronaut journey, how I became the first and youngest Golden Kubestronaut from Nepal, what motivated me to pursue this path, and what it actually takes to earn the...

    CNCF · 2026-10-16T11:30:00Z

  14. GitHub availability report: September 2026

    In September, we experienced two incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: September 2026 appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-14T20:01:35Z

  16. From 2,500 requests to 24: Rebuilding star history without the stargazers

    Our new repo star history API now provides trends without returning individual identities or requiring unbounded database work. These are the engineering tradeoffs we made. The post From 2,500 requests to 24: Rebuilding star history without the stargazers appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-14T19:11:33Z

  18. GitHub’s model for secret detection: Finding more secrets with less noise

    GitHub’s context-aware secret classifier improves detection quality, raises weighted acceptance by 11.5%, and reduces median scan execution time by 86%. The post GitHub’s model for secret detection: Finding more secrets with less noise appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-13T17:56:33Z

  21. Making the Golden Kubestronaut a little more golden

    When I became a Golden Kubestronaut, I wanted to celebrate the achievement in a way that felt lasting. Like most technical achievements, certifications usually live digitally. You receive the badge, update your profile, and eventually move...

    CNCF · 2026-10-09T11:30:00Z

  23. Who owns NIS2 and DORA on a Kubernetes platform team

    There is a meeting that repeats across a lot of European engineering organizations right now. Someone from legal or risk brings a NIS2 control, a DORA article, or a “can we evidence this” request into the...

    CNCF · 2026-10-09T08:07:47Z

  24. How one bug bounty researcher chooses the features they investigate

    As we kick off Cybersecurity Awareness Month, the GitHub Bug Bounty team spotlights @vaib25vicky, exploring their methodology, techniques, and experiences hacking on GitHub. The post How one bug bounty researcher chooses the features they investigate appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-08T17:02:52Z

  26. Secret protection must scale with software

    Developers aren’t becoming more careless; they’re being outpaced. The tools that let developers create more software should also take on more of the work of protecting it. The post Secret protection must scale with software appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-07T17:45:34Z

  28. Building Git infrastructure for agent-scale development

    We're rebuilding GitHub's Git infrastructure while GitHub keeps running, creating a foundation for agent-scale software development. The post Building Git infrastructure for agent-scale development appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-06T20:57:56Z

  30. 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 .

    The GitHub Blog · 2026-10-05T15:59:40Z

  32. AI is changing developer work. Here are three skills to strengthen.

    Learn to direct AI agents, critically review their output, and keep technical judgment at the center of your workflow. The post AI is changing developer work. Here are three skills to strengthen. appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-02T15:00:00Z

  33. Meshery becomes a CNCF Incubating project

    The CNCF Technical Oversight Committee (TOC) voted to accept Meshery as a CNCF incubating project. Meshery is used by organizations spanning aerospace, telecommunications, networking, and enterprise software as a single cloud native management plane that gives...

    CNCF · 2026-10-07T12:05:16Z

  34. 10 technical talks I’m excited about at GitHub Universe 2026

    From verifying AI-written code to securing npm dependencies, these are the sessions I’m building my Universe agenda around. The post 10 technical talks I’m excited about at GitHub Universe 2026 appeared first on The GitHub Blog .

    The GitHub Blog · 2026-10-01T15:07:16Z

  37. The 2026-2028 CNCF ambassador cohort

    This year we accepted 58 new ambassadors and said goodbye to 48. All ambassadors have given their spare time to the ecosystem in one way or another, whether they are contributing to a CNCF project, preparing...

    CNCF · 2026-10-06T11:33:00Z

  38. How we found 24 Android vulnerabilities using our open source AI security agent

    A look at the targeted AI taskflows behind these findings, the critical Android bugs they uncovered, and how to run the same open-source agent on your own app. The post How we found 24 Android vulnerabilities using our open source AI security agent appeared first on The GitHub Blog .

    The GitHub Blog · 2026-09-28T19:00:00Z

  39. Kubelet watches inodes. Just not until it’s an emergency.

    A worker node pages with NodeFilesystemFilesFillingUp. It’s on course to run out of inodes. You check the disk first, because that’s what everyone checks first, and it reads 83% used: 103G used, 22G available. Then you...

    CNCF · 2026-10-05T21:27:03Z

  40. Highlights from Git 2.56

    The open source Git project just released Git 2.56. Here is GitHub's look at some of the most interesting features and changes introduced since last time. The post Highlights from Git 2.56 appeared first on The GitHub Blog .

    The GitHub Blog · 2026-09-28T17:23:33Z