Google White Paper: Agents Companion
00:00:00 Introduction
00:01:44 AgentOps
00:03:08 Agent Success Metrics
00:04:44 Agent Evaluation
00:05:51 Assessing Agent Capabilities
00:06:55 Evaluating Trajectory and Tool Use
00:08:33 Evaluating the Final Response
00:09:26 Human-in-the-Loop Evaluation
00:10:42 More about Agent Evaluation
00:11:41 Multiple Agents & Their Evaluation
00:13:00 Multi-Agent Design Patterns and Their Business Impact
00:14:02 Important components of Agents
00:15:30 Challenges in Multi-Agent systems
00:16:25 Multi-Agent Evaluation
00:17:38 Agentic RAG: A Critical Evolution in Retrieval-Augmented Generation
00:18:54 Better Search, Better RAG
00:20:16 Agents in the enterprise
00:21:15 Google Agentspace, NotebookLM Enterprise, Google AgentSpace Enterprise
00:22:34 From agents to contractors
00:23:47 Automotive Al: Real World Use of Multi-Agent Architecture
00:25:44 Key Takeaways for Developers
00:27:17 Future Directions
00:27:52 Outro
