Adversarial code validation

ShipItClean

Hostile AI agents assume your code is wrong and prove where. Adversarial security audits with exploit-level reasoning and severity-ranked findings, run in parallel over a whole repository and cross-validated against each other. Not a code helper — an independent validator.

Built for two reasons at once. My own AI-assisted code kept shipping subtle bugs I was catching by hand, and I needed something that would prove SAIQL, Atlas, QIPI and LoreTokens actually worked under real load. The scanner is the proof: every finding it surfaces is the full stack working end to end.

Receipt - OpenClaw scan (March 2026): scanned openclaw/openclaw, the most-starred AI agent framework on GitHub and a recent OpenAI acquisition. The community hadn't flagged most of what we found.
291 critical 3,231 high 8,621 medium 2,973 low 627 info
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