From Agent Traces to Scorecards: Review Loops for Production LLM Apps
**From Agent Traces to Scorecards: Review Loops for Production LLM Apps**
Most teams can get an AI demo working. The harder part is knowing when a prompt, model, or agent change is actually safe to ship.
This session goes past the demo and into the review loop that separates a weekend project from a production LLM app: how teams read agent traces, turn messy behavior into scorecards, calibrate t
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