AI security tools that only use LLMs are solving the wrong problem. The hard part isn't finding vulnerabilities — it's not crying wolf 50% of the time.
We built 15 scanners, added multi-model consensus, and mutation testing. 82.6% detection. Measurably fewer false positives.
Boring approach. Better results.