AI evaluation and agent workflows
Design bounded agents and evaluate model behavior with explicit criteria. Separate a one-off prompt from a tool-using agent, and define what should happen when the system is uncertain.
How to choose and use a resource
- Write the task, allowed tools, and failure costs.
- Create test cases and a rubric before tuning.
- Compare a baseline and inspect failures, then decide whether to iterate or stop.
Keep the context in view
A successful demo does not establish safe autonomous behavior or general model quality.