CodeRabbit launches AI security reviews with deep scans and auto-fix PRs

PrajwalTomar_ · x · 2026-11-14

CodeRabbit launched CodeRabbit Secure, embedding AI-powered security review into code workflows to "find and fix vulnerabilities before AI turns them into exploits." Key stats: time-to-exploit after disclosure is now under a day (vs 5.5 years in 2018), and AI-written code has 50% more vulnerabilities. It targets new attack classes — agentjacking, multi-LLM attacks, RAG backdoors, indirect prompt injection — via a Hunt/Verify/auto-fix loop: agents trace exploitable paths across files and trust boundaries, check reachability and blast radius to reject false positives, and draft fix PRs. Offers per-PR scanning plus whole-repo deep scans with continuous monitoring.

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