Prompt

Why is my provider outage breaking my app?

Artificial Intelligence / AI Platforms1 observationLast seen Oct 9, 2026

Latest observation

Oct 9, 2026OpenAI APIWeb search: off

Usually because your app is too dependent on the provider being instantly available and doesn’t have enough resilience when that dependency fails.

Common reasons:

  • Synchronous calls to the provider: your app waits on the provider in the request path, so if it’s slow/down, your app is slow/down too.
  • No timeout / retry policy: requests hang or fail in ways your app doesn’t handle gracefully.
  • No circuit breaker: repeated failing calls keep piling up and can cascade into an outage.
  • Single point of failure: one external service outage becomes your app outage.
  • Tight coupling in core flows: authentication, payments, messaging, etc. may be designed so the app can’t proceed without the provider.
  • Missing fallback behavior: no cached data, degraded mode, or alternative provider when the service fails.
  • Resource exhaustion: blocked threads, connection pool starvation, queue buildup, or retries causing thundering herd effects.
  • Poor error handling: provider errors aren’t translated into controlled app responses, so they bubble up as 500s.

What to do:

  • Set short, sensible timeouts
  • Use retries with exponential backoff and jitter only when safe
  • Add a circuit breaker
  • Provide fallbacks/degraded mode
  • Cache what you can
  • Isolate dependencies with bulkheads
  • Make the app tolerate provider failures in non-critical paths
  • Monitor provider latency/error rates and your own saturation metrics

If you want, I can help you diagnose it from your architecture or logs.

Observation history

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