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Stability & security

  • Retry with backoff for network/5xx (1s → 2s → 4s)
  • Set timeouts (avoid hanging requests)
  • Start with low concurrency, then scale up
  • Log request ids (if available) for support/debugging
  • Never commit API keys into git
  • Use environment variables in production
  • Do not print keys into logs