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Dev.to
Dev.to
7/22/2026
Multi-provider LLM resilience in Python without provider-specific code

Multi-provider LLM resilience in Python without provider-specific code

Short summary

llm-api-resilience is a Python library that adds retries, ordered failover, circuit breakers, and checkpoint recovery across OpenAI, Anthropic, and Google without provider-specific code. It builds on llm-api-adapter, which normalizes message formats, tool definitions, and error types into a shared contract. You define one recovery plan and route requests across providers as fallbacks.

  • Library provides retries, circuit breakers, and ordered failover across LLM providers
  • Built on llm-api-adapter which normalizes API differences into one interface
  • Define recovery policy once; providers become routes in a single plan

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