Agents, RAG and Tool Use — AI Product Management Roadmap
Beyond single-turn generation
Steps in Agents, RAG and Tool Use
- Retrieval-Augmented Generation (RAG) Fundamentals — beginner · Grounding model output in your own data
- Designing RAG-Based Product Features — beginner · Product decisions specific to retrieval-based architectures
- AI Agents and Tool Use — beginner · How agents differ from single-turn AI features
- Designing Multi-Step Agent Workflows — beginner · Product considerations for features that take multiple autonomous actions
- Guardrails for Autonomous AI Actions — beginner · Limiting what an agent can do without human approval
- Evaluating Agent Reliability — beginner · Measuring success across multi-step, compounding tasks
Part of
- AI Product Management roadmap — the full learning path