4 Weeks · 8 Sessions · 24 Hours

Full 24-Hour Curriculum

Every session, every topic, every deliverable. Saturday learn, Sunday build.

Each session is 3 hours (7–10am PST) · In-person in Fremont, CA

Week 1

Foundation

SAT

AI 101 + Claude Code First Contact

  • What is AI, what is an LLM — honest framing, no hype
  • What is Claude Code and how it differs from ChatGPT and Copilot
  • The tools landscape overview: CLI vs MCP vs API — mental model planted
  • Environment setup: Node.js, npm, VS Code, Claude Code CLI install, API key
  • Your first Claude Code command — live, everyone follows in terminal
  • Anatomy of a prompt: system context, user message, CLAUDE.md concept introduced
Dev environment working + First Claude Code response in terminal + CLI understood
SUN

Build Your First AI-Powered Web Page

  • Project kick-off: every student pitches their product idea — 90 seconds each
  • Scaffold a Next.js 14 app using Claude Code slash commands
  • Add a simple AI feature: text generation triggered by a button
  • Connect Supabase: create project, env vars, first table via Supabase dashboard
  • Deploy to Netlify — live URL generated from scratch, auto-deploy on push
  • Share your URL in the group — peer feedback round
Live URL + AI feature running + Supabase connected + GitHub repo created
Week 2

Ecosystem

SAT

The Claude Ecosystem + MCP Deep Dive + Harness Setup

  • Claude Code ecosystem: projects, memory, context windows, CLAUDE.md in depth
  • What are Skills — reusable prompt modules, when and how to write them
  • MCP explained in full: protocol, server/client model, why it beats raw API calls
  • Live: connect GitHub MCP server — push a commit from inside Claude Code
  • Live: connect Supabase MCP server — query your DB via Claude in terminal
  • CLI vs MCP decision framework — class discussion with real examples
GitHub MCP + Supabase MCP connected + First DB query via Claude + CLI vs MCP understood
SUN

Build: Google Auth + Agent Harness Repo Created

  • Implement Google OAuth via Supabase Auth — end-to-end working login
  • Row-level security in Supabase: your data vs everyone's data
  • Build a CRUD feature using Claude Code — data scoped to logged-in user
  • HARNESS REPO: fork template, personalise CLAUDE.md, configure .claude/settings.json
  • Connect Netlify MCP — trigger a deploy from Claude terminal
  • Re-deploy with env variables managed via Netlify MCP
Google login live + User data persisting + Agent harness repo created + CLAUDE.md written

Ready to start building?

Join the next cohort and go from zero to a deployed, AI-powered product in 4 weekends.

Week 3

Agents

SAT

Multi-Agent Architecture + Wiring Your Agent Harness

  • What is a multi-agent system: orchestrator + subagents, mental model with diagrams
  • Agent patterns: sequential pipeline, parallel fan-out, recursive
  • Build live: 2-agent pipeline — researcher subagent feeds writer subagent
  • Structured outputs: forcing reliable JSON from Claude (typed schemas with Zod)
  • Error handling and retry logic — what happens when an agent fails
  • Wire MCP servers into your harness agents — GitHub + Supabase + Netlify all talking
2-agent pipeline running + All 3 MCP servers wired in harness + Structured JSON outputs
SUN

Build: Core AI Feature + Multi-Agent Integration

  • Spec your product's core AI feature in your harness projects/ folder
  • Build the AI pipeline with multi-step logic using Claude Code
  • Store AI outputs in Supabase, display in UI — real data, real users
  • Add streaming responses and loading states to your AI feature
  • Test with agents: use your harness agents to write tests, push via GitHub MCP
  • Peer code review — constructive critique on AI feature design
Core AI feature complete + Data persisted + Streaming responses + Tests pushed via MCP
Week 4

Ship

SAT

Production Readiness + Full Agent Harness Activation

  • Production checklist: env vars, error boundaries, rate limits, input validation
  • Security: prompt injection defense, Supabase RLS audit via MCP, CORS
  • Performance: lazy loading, Supabase indexes (created via MCP), API caching
  • HARNESS FINAL: add deployer agent — runs smoke test after every Netlify deploy
  • HARNESS FINAL: activate full swarm — orchestrator coordinates builder + reviewer + deployer
  • UI polish sprint + demo prep: write your 4-minute pitch, generate landing copy with Claude
Production-ready + Secure + Full agent harness operational (4 agents + 3 MCP servers)
SUN

Demo Day — Ship It. Present It. Own It.

  • Final deploy — custom domain setup on Netlify (if desired) via MCP
  • Harness handover: confirm repo is clean, CLAUDE.md final, MCP servers all green
  • Product demos: every builder gets 4 min demo + 2 min Q&A from cohort
  • Group vote: Most Useful, Most Creative, Most Technically Ambitious
  • Retrospective: what worked, what broke, what you'd do differently
  • What's next: launch your product, join Axiomic Labs, return as a mentor
Live product + Google login + AI-powered + Deployed + Agent harness repo — yours forever

Get the Full Syllabus

Download the detailed syllabus PDF or register for the next cohort.