What is canary deployment for LLM applications?

Canary deployment routes a small percentage of traffic to a new prompt, model, or RAG configuration before rolling it out fully. This catches regressions early without risking the whole user base. Combined with monitoring and automatic rollback, canaries are essential for safely shipping changes to production LLM systems where outputs are non-deterministic. ---