Case file
No. 05 / 11
CADRE
2026 · Multi-agent SIEM · Python
Tests whether LangGraph-orchestrated agents outperform a monolithic LLM on threat-detection accuracy and cost. Ingests CIC-IDS2017 and UNSW-NB15, streams events over Redis, and gates response actions behind a sandboxed tRPC human-approval UI.