Deployment & Scaling · Advanced
Evaluation: Agent Platform Evals and Measuring Agents Honestly
Computation-based metrics, model-based autoraters, agent trajectory evaluation and the golden-set discipline that turns 'it feels better' into a number you can defend.
- 1.4 hours lesson
- advanced level
- Google Cloud AI Track
- Narrated presentation
What you’ll learn
- Agent Platform Evals as the renamed Gen AI evaluation service
- Computation-based metrics vs model-based autoraters
- Pointwise vs pairwise autorating, and why pairwise is more reliable
- Validating the autorater against human scores before trusting it
- A frozen, versioned golden set of 50-200 real examples
- Trajectory evaluation for agents, not just final-answer accuracy
- Separating retrieval metrics from generation metrics in RAG
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 3 videos. You answer as you go, and the platform checks your work.