The 3 a.m. Call That Changed The Way I Design APIs
SMRTR summary
A developer's 3 a.m. emergency call about a complete API failure that cost $14,000 in credits led to "The 3 a.m. Test" - a principle asking whether systems can be quickly diagnosed and fixed during overnight outages. This drove five key API design principles: building for partial failure with circuit breakers, making idempotency mandatory after a $27,000 duplicate charging incident, moving API versioning from headers to URLs for better debugging, implementing proactive rate limiting, and establishing comprehensive observability. These changes improved system reliability from 99.2% to 99.95% uptime.
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