Production Signal
ERROR payments-api retry rate exceeded
P95 latency increased after deploy
5xx responses climbing across checkout
Signal Audit Preview
Primary Finding
Retry amplification is masking the real dependency failure.
Timeouts and retries are increasing user-facing latency.
Recent deployment, upstream service health, and retry policy.
Reduce retry concurrency and validate downstream saturation.