A practical guide for gathering source-backed evidence during LLM API incidents without overclaiming reliability, pricing, model behavior, or account-specific limits.
A structured guide to assembling and using timeout evidence when reviewing CometAPI incidents on call — covering which HTTP telemetry fields to capture, how to apply retry-with-backoff safely, and what to hand off to support.
A practical guide for on-call engineers who need to distinguish real LLM API overload from transient noise, decide when to retry, and know when to escalate or shed load.