Learning objectives
- • Create eval datasets that represent real and adversarial usage
- • Grade retrieval, tool use, reasoning traces, final answers, latency, and cost
- • Use eval gates for prompt, model, and retrieval releases
LLMOps
LLM Evaluation Operations
Build operational eval suites with golden datasets, adversarial tests, trace grading, human review, and online feedback loops.
Recommended on day 5395 minutesAdvanced
Interview prompts
- • How do you stop prompt changes from regressing existing customers?
- • What belongs in a trace-level evaluation?
Prerequisites