1 Answers
A:
Use idempotency keys + a strict retry cap-e.g., max 3 retries, only on timeouts/5xx-so duplicate UPI charges can’t occur.
Apply exponential backoff with jitter and a circuit breaker that opens when latency/error-rate crosses thresholds and pushes retries to a delayed queue.
Enforce concurrency limits per merchant for hospital merchants, queuing excess requests with a short TTL.
Log every retry decision and expose metrics/alerts for retry count, latency, and circuit state so that ops can tune thresholds safely.
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