Graceful Degradation
Exercise degraded modes and their transitions under representative conditions. Consider bounded production rehearsals for uncertainty that other tests cannot address.
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Capacity Planning and Handling Overload
Requests per second cannot tell you how full you are. And no amount of capacity planning removes the need to decide what gets dropped first.
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AI Service Objectives and Reliability Engineering
A healthy dashboard can sit above a model that gives wrong answers. This guide defines latency, availability, and task-success indicators, error budgets, and degradation for AI services.