Your Agent Doesn't Need Better Retries, It Needs a Circuit Breaker

This story was originally published on HackerNoon at: https://hackernoon.com/your-agent-doesnt-need-better-retries-it-needs-a-circuit-breaker. Retry logic works for infrastructure failures. Learn why AI agents need circuit breakers to stop costly reasoning loops before they escalate. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #artificial-intelligence, #ai-agent-reliability, #agent-circuit-breaker, #agent-retry-logic, #llm-orchestration, #distributed-systems-patterns, #ai-reasoning-loops, #autonomous-ai-systems, and more. This story was written by: @abhilashmesala. Learn more about this writer by checking @abhilashmesala's about page, and for more stories, please visit hackernoon.com. Retry logic is built for infrastructure failures — things that resolve on their own. An agent reasoning toward the wrong answer doesn't have a transient problem. It retries into the same wrong answer faster, with increasing confidence. The fix isn't smarter backoff. It's a trip condition in the orchestration layer that catches circling reasoning before it compounds.