Sentinal Stream

Sentinel Stream is a defensive AI tool that finds threats in the LLM agent event stream — a surface no existing security tool covers. It is built on ClickHouse, which provides the high-volume low-latency analytics the detection layer depends on. The evals prove the system meets its detection and latency targets on 5M rows. The Omega-Claw multi-agent framework used to build it is itself a demonstration that team-agent orchestration with metaprompting can produce a coherent, working security tool in under an hour. The next step is to integrate with real LLM frameworks via an SDK drop-in, and to add ML-based anomaly detection for novel attack patterns.