1 Answers
A:
Use idempotency keys + a strict retry cap (e.g., max 3 retries on timeouts/5xx only) so duplicate UPI debits can’t occur.
Apply exponential backoff with jitter and a circuit breaker that opens on high latency/error rates, pushing retries to a delayed queue.
Enforce per-hospital and global concurrency limits, queuing excess requests with a short TTL and linking them to the original txn.
Log every retry decision and expose metrics/alerts (retry count, latency, circuit state) so ops can safely tune thresholds.
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