Opik eval and tracing stack

Opik is an open-source tracing, evaluation, and monitoring stack for LLM applications, RAG systems, and agent workflows. Why it matters: AI products become harder to improve when quality is judged only from a few successful runs. Traces and eval datasets create a repeatable way to compare prompt, model, and retrieval changes.

Try this: Instrument one small RAG or agent task, save a handful of representative examples, and use Opik to compare two prompt or model variants against the same cases.