LLM-based source-code vulnerability scanner: deterministic CPG discovery (Joern) + RAG over 4,095 advisories + a skeptical LLM judge. Recall 1.00 on the OWASP Benchmark, scored head-to-head vs Semgrep and CodeQL.
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Aug 6, 2026 - Python