Sentrix ARE

Built Sentrix ARE as an agent-reliability engineering stack to improve control and consistency for tool-bearing and chat agents. The pipeline runs parallel Gemini ensemble inference, applies confidence and logprob-based gating, then fuses outputs through whole-answer MBR consensus and stitch-based refinement instead of slow serial judge loops. Deployed on Vercel with a streaming dashboard and backend gateway, it demonstrates lower-latency consensus and more reliable agent execution decisions in production-style workflows.