ModelRefs / Learn AI Agents — AI Learning Pathway
Learn AI Agents — AI Learning Pathway
Build LLM agents that plan, use tools, and complete tasks. Design reliable agent loops with tool use and recovery. A 32-hour advanced path.
Overview
Build LLM agents that plan, use tools, and complete tasks.
What you will be able to do
- Implement ReAct and plan-execute loops
- Design safe tool interfaces
- Add memory, retries, and human handoff
- Evaluate agents on multi-step tasks
Pathway phases
- Loops — ReAct + plan-execute fundamentals.
- Tool Design — Schemas, validation, guardrails.
- Memory & Evaluation — Persistent memory and task evals.
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Frequently asked questions
What will I learn in Learn AI Agents?
Implement ReAct and plan-execute loops Design safe tool interfaces Add memory, retries, and human handoff
How long does Learn AI Agents take?
Approximately 32 hours across 3 phases.
What projects are included?
Research Assistant Agent • Task Runner Agent • Agent Evaluation Suite • Persistent Memory Bot