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Graceful Degradation

Diagnose a cascading production failure in a live voice assistant

+100 XP5 min9 / 13

Overview: Graceful Degradation

Overview: Graceful Degradation

Production AI systems MUST handle failures gracefully. Circuit breakers, fallback models, queue depth alerting — the same patterns as your microservices experience apply directly. The most common production failure mode: GPU saturation causes queue buildup, which causes timeouts, which trips circuit breakers.

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