Solo builder with an AI/ML background. One week, one working agent. Here to build something that actually does something useful, not just demos well.
Sentinel intercepts phantom tool calls – LLMs invoking functions that don't exist – before execution. A 3-layer cascade (registry match + embedding similarity + Gemin Flash verifier) corrects or blocks hallucinated tool names in under 1ms.