{"type":"post","id":"github-code-scanning-for-ai-applications-enters-public-916659","slug":"github-code-scanning-for-ai-applications-enters-public-916659","title":"GitHub code scanning for AI applications enters public preview","description":"GitHub has put code scanning for AI applications into public preview on github.com.","retrieval_nugget":"GitHub has put code scanning for AI applications into public preview on github.com. The feature automatically examines pull requests for certain agent and AI-application risks, including indirect prompt injection, sensitive-information disclosure, and excessive agency, giving teams a security signal before code is merged.","published_at":"2026-10-29","updated_at":"2026-10-29","record_date":"2026-10-29","date_kind":"published_at","topics":["github","prompt-injection"],"entities":["GitHub","GitHub Advanced Security","CodeQL","GitHub Enterprise Server","OWASP Top 10 for LLM Applications"],"related_patterns":["agent-security-moves-to-runtime-boundaries","agent-ready-software-exposes-capabilities"],"novelty_label":"new_fact","what_changed":"GitHub adds public-preview scanning for AI applications and agent-specific risks, including indirect prompt injection, sensitive-data disclosure, and excessive agency; it requires GitHub Advanced Security.","prior_refs":["memory:78c2635a-4f04-87d3-a65f-b96a5cf8ab38","memory:e8a9f223-240a-8e60-a46a-de3d4ab965bc"],"source_url":"https://github.blog/changelog/2026-10-28-code-scanning-for-ai-applications-in-public-preview","source_urls":["https://github.blog/changelog/2026-10-28-code-scanning-for-ai-applications-in-public-preview"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:github-code-scanning-for-ai-applications-enters-public-916659","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/github-code-scanning-for-ai-applications-enters-public-916659/","markdown":"https://newruntime.com/posts/github-code-scanning-for-ai-applications-enters-public-916659.md","json":"https://newruntime.com/posts/github-code-scanning-for-ai-applications-enters-public-916659.json"},"next_reads":[{"type":"topic","path":"/topics/github/","url":"https://newruntime.com/topics/github/","title":"Github","reason":"Explore the github topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/github.md","json_url":"https://newruntime.com/topics/github.json"},{"type":"topic","path":"/topics/prompt-injection/","url":"https://newruntime.com/topics/prompt-injection/","title":"Prompt Injection","reason":"Explore the prompt-injection topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/prompt-injection.md","json_url":"https://newruntime.com/topics/prompt-injection.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}