Learning objectives
- • Design logs and traces that are useful without leaking sensitive content
- • Investigate hallucination, latency, tool, and cost incidents
- • Create rollback and escalation playbooks
LLMOps
LLM Observability and Incidents
Instrument LLM calls, traces, retrieval, tool execution, refusal rates, hallucination reports, cost, and user outcomes.
Recommended on day 5490 minutesAdvanced
Interview prompts
- • How do you debug a sudden rise in hallucination reports?
- • What should be in an LLM incident postmortem?
Prerequisites