Hacktron Review for Open Source

Hacktron Review is an AI security reviewer for pull requests that understands codebase context, reduces false positives, and catches exploitable vulnerabilities before they are merged.

This coverage gives security teams current context for monitoring, validation, and remediation.

Open source doesn't mean secure: reviewing one company's untouched framework surfaced nearly 80% of 10,000+ findings, including SQL injection and persistent XSS—vet third-party code accordingly.

We recreated the WordPress pull requests behind CVE-2026-63030 and CVE-2026-60137 to test whether today's code reviewers and SAST tools would catch both vulnerabilities.

Trail of Bits says 1Password's FLAWED benchmark misstates AI patch quality, mixing wrong-fix prompts and no-test trials into a 26% clean-fix headline, and ships two agent skills for better fixes.

XBOW tests your whole external application estate the way an attacker would, with no source code and no credentials, and proves what is exploitable.