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Home/Coding Tools
Coding Tools

GitHub AI Scan for PRs generally available

GitHub Changelog·October 15, 2026·high confidence

Why it matters

  • →Fills the security gap for infrastructure-as-code and scripting languages often ignored by traditional SAST tools.
  • →Automates vulnerability detection in pull requests without blocking developer workflows via advisory-only findings.
  • →Integrates directly into existing GitHub CodeQL workflows, providing a unified view of code risks.
GitHub AI Scan for PRs generally available
©GitHub Changelog

GitHub has announced the general availability of AI Scan for pull requests, expanding its code security capabilities beyond traditional static analysis. The tool specifically targets languages and frameworks not covered by CodeQL, including PHP, Shell/Bash, Terraform (HCL), Dockerfiles, JSP, and Blazor. Findings appear alongside CodeQL results with an 'AI' indicator and include risk explanations and suggested autofixes, though they remain advisory and do not block merges. The feature consumes Code Security AI Credits and requires GitHub Code Security or Advanced Security for private repositories.

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The story around this

Earlier coverage that leads up to this article, and what followed. Lines connect each piece to the closest one after it, converging here.

GitHub Adds AI Security Detections to Pull Requests — GitHub Changelog1AI Tools Boost TypeScript's Dominance on GitHub — AI News2GitHub Launches AI Scan API for Pull Requests — GitHub Changelog3Anthropic launches free AI security scans for open-source — The Verge AI4GitHub AI Scan for PRs generally availableAI uncovers critical PHP2Shell vulnerabilities — Wes Roth5Jul 14You are hereOct 21

How we got here

  1. 1
    GitHub Adds AI Security Detections to Pull Requests

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    The Verge AI · October 8, 2026 · Background

  • What happened next

    1. 5
      AI uncovers critical PHP2Shell vulnerabilities

      Wes Roth · October 21, 2026 · Background

    Follow this story

    Open the full story →

    GitHub adds AI Scan security metrics

    3 developments

    1. Oct 13 · GitHub Changelog
      GitHub adds AI Scan security metrics
    2. Oct 15 · GitHub Changelog
      GitHub AI Scan for PRs generally available (This article)↳ GitHub AI Scan is generally available for PHP, Shell, Terraform, and Dockerfiles with autofix suggestions.
    3. Oct 23 · GitHub Changelog
      GitHub Public Monitoring Adds Triage and API↳ GitHub Public Monitoring adds triage, API access, and webhooks for integration with incident response pipelines.
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