Reliability

Why timeouts limited waiting but failed to contain system-wide overload, leading to cascading failures under production load.

Retry logic can improve reliability, but in real systems it often amplifies failures, increases load, and turns partial degradation into outages.

Some bugs surface only under real traffic because production load changes timing, concurrency, and failure behavior even when code paths look identical.