Safe Retries

Concepts: paRetryHandling

What They Want to Hear 'Two things make retries safe: idempotent writes (running twice produces the same result) and exponential backoff (wait longer between each retry). I classify failures as transient (network timeout, API rate limit: retry with backoff) or permanent (schema mismatch, bad data: alert human, do not retry).'