Module 1

Agent Loop, Harness & System Design

How agents reason and act, what a harness does, the fundamentals of AI system design and architecture, and the Claude Code ecosystem.

  • 4 topics so far
  • About 48 min
  • Agent loopSystem designClaude Code
A man and a woman fitting a small friendly robot into a workbench rig of instructions, tools and a gate.

In this companion

What turns a model into an agent, what Claude Code wraps around it, and the four ways you shape it: CLAUDE.md, Skills, MCP and Subagents.

The path through this module

TopicWhat you doTime
1.1What turns an LLM into an agentContext, Tools, Loop. What turns a model that writes text into an agent that does things.15 min
1.2The harness and Claude CodeWhat wraps the loop (tools, context, permissions, memory), then Claude Code as your build partner.15 min
1.3CLAUDE.md and SkillsMemory you write down, and one word for a whole workflow.10 min
1.4MCP and SubagentsNew tools from outside, and specialists that keep your context clean.8 min

Start here: 1.1 What turns an LLM into an agent