Three Ways Your API Lies: Lessons from GitHub's Rough Week

Four GitHub incidents in five days. Three are the same failure wearing different masks — stale caches, ghost state, retry storms. That pattern is probably in your stack too.

observabilityincidentsgovernancepost-mortemai-opsarchitecture

LLM-Assisted Post-Mortems: The Streetlight Effect, Industrialized

You pasted logs into ChatGPT and got a plausible RCA. It's wrong. What changes when your LLM can query the observability stack directly — and what new failure modes that creates.

observabilityllmpost-mortemmcpincident-responseai-opsgovernance