Effective management of request peaks in systems requires understanding and mitigating alignment phenomena that cause overloads. Strategies include spreading demand over time, using uniform jitter to minimize costs, and pacing admissions to match available headroom, while respecting client fairness and operational constraints. Verification through telemetry and performance metrics is essential to ensure that the system operates within safe limits.