Polylane launches AI security PR reviews

Traditional SAST tools drown engineering teams in false positives because they flag pattern matches without checking whether an input is actually reachable or sanitized. By proving exploitability through source-to-sink tracing and explicitly ruling out safe paths, Polylane turns automated security reviews into a credible CI gate rather than alert noise.

• –Taint path verification traces inputs directly from attacker control to vulnerable sinks, dropping candidates where intermediate sanitization, validation, or authorization checks render the code safe.
• –Blocking confirmed critical vulnerabilities in CI comments with exact line-level evidence and suggested remediation prevents security teams from becoming delivery bottlenecks.
• –Deployed-repo filtering for dependency scans addresses alert fatigue by prioritizing packages that are actively running in production environments.
• –Read-only code analysis treats pull request text strictly as data, safeguarding the AI review agent against prompt injection and untrusted code execution during review passes.
• –Expanding from observability and autonomous SRE into proactive pre-merge security moves Polylane closer to a full-lifecycle autonomous devops assistant.