🔒 Paid

Third-Party API Latency

A third-party shipping-rate API you integrate with — but don't control — has started responding slowly. It isn't erroring, just slow, and every checkout request is blocking on its response. Thread pool utilization is climbing and customers are abandoning checkout. Diagnose how to insulate your system from a vendor you can't fix before checkout capacity runs out.

Difficulty
Intermediate
Expected Time
~12 min
Category
API & Traffic

Skills

  • Diagnosing external dependency slowness
  • Timeout tuning for third-party integrations
  • Cached-response fallback design
  • Recognizing plausible-but-harmful mitigations

System Architecture

  • Checkout Service
  • Integration Adapter
  • Response Cache
  • Shipping Rate API (External)

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