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Dev.to
7/7/2026
A Small Node.js Wrapper for LLM API Retries, Timeouts, and Logging

A Small Node.js Wrapper for LLM API Retries, Timeouts, and Logging

Short summary

This Node.js wrapper pattern adds production-ready reliability to LLM API calls through configurable timeouts, automatic retries with exponential backoff, and structured logging for debugging. The code handles common failure modes like rate limiting and timeouts while providing visibility into request lifecycle without external dependencies. Use it to wrap any LLM API integration for better observability and failure recovery.

  • Adds timeouts, retries with exponential backoff, and structured logging to LLM API calls
  • Handles rate limiting and timeouts automatically with minimal code
  • Provides request-level tracing without external dependencies

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