...It integrates naturally with staging or even carefully guarded production environments where you want confidence instead of assumptions. Findings feed back into reliability work: hardening timeouts, rethinking concurrency limits, and improving fallbacks at code and infrastructure levels. By turning failure into a planned exercise, teams can surface weak spots before customers do.