Stop PII from reaching your LLMs — intercepts SSNs, credit cards, and API keys before they leave your system. HIPAA/GDPR compliant, sovereign architecture.

Catch AI code mistakes before they ship — 50+ checks for hallucinated APIs, stub functions, hardcoded secrets, and SQL injection. SARIF output for GitHub Code Scanning.

Rewrite slow AI-generated Python to fast compiled code — 3-60x speedups with statistical proof of correctness. Go, Rust, C++ targets.

TryHackMe walkthrough focused on Linux log analysis, authentication events, package logs, bash history, and auditd for SOC investigations.