[{"data":1,"prerenderedAt":82},["ShallowReactive",2],{"blog-ai-scan-for-pull-requests-now-generally-available":3},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"title":8,"description":9,"date":10,"tags":11,"cover":17,"body":18,"_type":76,"_id":77,"_source":78,"_file":79,"_stem":80,"_extension":81},"/blog/ai-scan-for-pull-requests-now-generally-available","blog",false,"","AI Scan for Pull Requests Now Generally Available","GitHub expands its security toolkit with AI Scan, enhancing vulnerability detection in pull request changes beyond CodeQL's reach.","2026-10-18",[12,13,14,15,16],"github","security","ai","devops","codereview",true,{"type":19,"children":20,"toc":69},"root",[21,30,36,42,47,53,58,64],{"type":22,"tag":23,"props":24,"children":26},"element","h2",{"id":25},"enhancing-security-with-ai-scan",[27],{"type":28,"value":29},"text","Enhancing Security with AI Scan",{"type":22,"tag":31,"props":32,"children":33},"p",{},[34],{"type":28,"value":35},"GitHub has announced that its AI Scan for pull requests is now generally available. This new tool complements CodeQL by identifying vulnerabilities specifically in pull request changes.",{"type":22,"tag":23,"props":37,"children":39},{"id":38},"bridging-the-gap-beyond-codeql",[40],{"type":28,"value":41},"Bridging the Gap Beyond CodeQL",{"type":22,"tag":31,"props":43,"children":44},{},[45],{"type":28,"value":46},"While CodeQL is a powerful code analysis tool, AI Scan extends vulnerability detection to languages and frameworks that CodeQL does not currently cover. This approach ensures a broader spectrum of security checks during the code review process.",{"type":22,"tag":23,"props":48,"children":50},{"id":49},"impact-on-development-workflow",[51],{"type":28,"value":52},"Impact on Development Workflow",{"type":22,"tag":31,"props":54,"children":55},{},[56],{"type":28,"value":57},"By integrating AI Scan into pull requests, developers gain an additional security layer early in the development cycle. This proactive detection helps reduce risks before code merges into the main branch, aiding in safer software releases.",{"type":22,"tag":23,"props":59,"children":61},{"id":60},"conclusion",[62],{"type":28,"value":63},"Conclusion",{"type":22,"tag":31,"props":65,"children":66},{},[67],{"type":28,"value":68},"The general availability of AI Scan marks a significant progression in automated security scanning, encouraging teams to adopt comprehensive solutions for vulnerability management in diverse codebases.",{"title":7,"searchDepth":70,"depth":70,"links":71},2,[72,73,74,75],{"id":25,"depth":70,"text":29},{"id":38,"depth":70,"text":41},{"id":49,"depth":70,"text":52},{"id":60,"depth":70,"text":63},"markdown","content:blog:ai-scan-for-pull-requests-now-generally-available.md","content","blog/ai-scan-for-pull-requests-now-generally-available.md","blog/ai-scan-for-pull-requests-now-generally-available","md",1792567136932]