Nearly 20 years ago @sqlmap was a side project. Today it's the deterministic ground truth that AI-native security tools validate against. The probabilistic + deterministic pairing is the architecture offensive security is converging on. Proud of where this is heading
In offensive security, signal-to-noise is everything. LLMs are great at finding what might be exploitable, but "might" isn't a security finding. sqlmap turns maybe into proof. @Horizon3ai nailed this in NodeZero. The future is probabilistic discovery + deterministic validation
