The Cost of Hidden Retries

Make retries observable, cap attempts, add jitter, and classify errors before retrying. Most importantly, define whether the operation is safe to repeat. Reliability is not achieved by retrying everything.

Practical takeaway

Make the next action explicit: define the contract, test the unhappy path, add the smallest useful measurement, and document the tradeoff that future maintainers will need.