Back to articles
Circuit breaker for LLM provider failure

Circuit breaker for LLM provider failure

via Dev.to WebdevSandeep B Kadam

Stop calling a dead API. Shed load fast, recover automatically, and stay consistent across restarts with Redis-backed failure state. Why this matters Every LLM-powered application depends on an external provider - OpenAI, Anthropic, Google, or a self-hosted model. These providers go down. Rate limits spike. Latency balloons. Without a circuit breaker, your application keeps sending requests into a black hole, burning through your budget, stacking up timeouts, and delivering a terrible experience to every user in the queue. A circuit breaker detects that the downstream service is failing and stops trying for a cooldown period. This is not about retrying harder - it's about failing fast and deliberately so the rest of your system stays healthy. The problem Without a circuit breaker: When your LLM provider starts returning 429s or 500s, every new user request still attempts a full API call. Each call waits for a timeout (often 30-60 seconds). Your concurrency pool fills up. Healthy reques

Continue reading on Dev.to Webdev

Opens in a new tab

Read Full Article
2 views

Related Articles