amabito

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  1. We ran into a retry amplification issue in one of our LLM agents recently. The provider returned 429s for a short period. We had per-call retry limits in place. We did NOT have containment at the request-chain level.…

  2. LLM agents are good at deciding. They are bad at knowing when to stop. VERONICA is a failsafe state machine that sits between strategy engines and external systems. It provides: - Per-entity circuit breakers (task A…