00 AI basics for developers
Tokens, LLMs, context window, harness engineering
Claude Code Course
Ship in a day what your teammates ship in a week. It's not magic, it's a system. It's called harness engineering.
§ 02 · THE METHOD
FUNCTIONAL SCHEMATIC
The harness is the layer wrapped around the model: hooks, permissions, tools, memory. It is what separates an LLM that answers from a real collaborator. We show you, layer by layer, how to set it up on your codebase in one afternoon.
Translate a human need into a clear contract for the machine. No hacked prompts, briefs that hold up.
Give Claude the same view you have: codebase, tickets, conventions, past decisions. A million tokens, well spent.
Wire up the systems that matter: Jira, GitHub, staging database, Linear, Figma.
Skills = activatable know-how. A style, a procedure, a coded checklist. You pick the mode, not the words.
Every Claude keystroke, a hook verifies. Lint, tests, types, security policy. Error → Fix
Signed PR, changelog written, ticket closed. The loop closes on itself.
From AI beginner to augmented developer. Each module unlocks a new superpower.
Tokens, LLMs, context window, harness engineering
Claude, GPT, Gemini, Codex CLI, Cursor, Copilot
Installation, agentic loop, CLAUDE.md, plan mode
Settings, permissions, sandbox, memory, models
Skills, hooks, MCP, subagents — the full harness to industrialise Claude Code.
Full access, updates included. For life.
Your team already uses Claude Code. Let's take it to production-grade.