Evaluating and Deploying Agentic Workflows

Course content

1. 1Why agents need evaluationComing
2. 2Building evaluation datasetsComing
3. 3Evaluating trajectories and final responsesComing
4. 4Automated raters and human reviewComing
5. 5Continuous evaluationComing
6. 6Deploying to a managed agent runtimeComing
7. 7Deploying agents on Cloud Run and GKEComing
8. 8Scaling and cost for agentsComing
9. 9Monitoring and tracing agentsComing
10. 10Troubleshooting agent failuresComing
11. 11Release management for agentsComing
12. 12Lab walkthrough: evaluate, deploy and monitor an agentComing

Requirements

• GCP-387 Developing Custom Agents with ADK, RAG and A2A

Recommended background. You can start any course at any time.

Description

Evaluating agents with test sets and continuous evaluation, and deploying and scaling them on Agent Engine runtimes, Cloud Run and GKE.