Don't just learn AI. Build something the world actually needs.

AI Innovation Studio
Build Real AI. Solve Real Problems.Learn at your own pace. Enter anytime. Grow with your project.

Unlike traditional programs, AI Innovation Studio allows you to enter, pause, resume, or continue based on your goals and project progress.

No fixed path.

No one-size-fits-all curriculum.

Your learning journey grows together with your project.

See the curriculum ✓ You're enrolled — see your inbox for cohort details
mouthhandsharnessworld # chatbot to deployed agent, week 1 to 16
Curriculum

Four milestones, one growing organism

00 · Twin track

Tech + Business

Every technical session pairs with a business mirror: price, position, and sell the exact agent you're building.

▲ B01–B16 mirror S01–S16
M1 · Weeks 1–4

Give the LLM a Mouth

API fundamentals, system prompts, streaming, conversation state, and your first eval suite.

▲ Ship: a chatbot with memory
M2 · Weeks 5–8

Give the LLM Hands

Tool schemas, the agent loop, file & shell tools — and the safety of letting a model act.

▲ Ship: ClawBot, a terminal coding agent
M3 · Weeks 9–12

Build the Full Harness

Permissions, hooks, subagents, context compaction, skills, memory — the mechanisms behind real coding agents.

▲ Ship: a comprehensive agent
M4 · Weeks 13–16

Ship It to the World

FastAPI service, Docker, Railway deploy, prompt-injection hardening, cost control — then Demo Day.

▲ Ship: your agent, live on a URL
Pricing

Start with a $50 application fee.

Start by completing the application. After submitting it, you'll pay the $50 application fee to reserve your review slot.

  • 48 hours live instruction — 16 sessions × 3 hours, weekly
  • 4 graded milestone builds with machine-run eval suites
  • Peer + instructor code review at every milestone
  • Demo Day in front of invited reviewers & hiring partners
  • Business twin track — pricing, ROI cases, GTM for your agent
Application fee · next cohort
$50

30 seats per cohort. Applications are reviewed on a rolling basis.

The $50 fee is an application fee, not tuition. Full tuition details are shared during review.

Stripe checkout plus Zelle, Alipay, and WeChat Pay options · No Google account required
Application

Tell us what you want to build.

Submit the application first. After the form is saved, you'll continue to the $50 application fee checkout.

The $50 application fee is not tuition. It reserves your application review slot. Full cohort tuition details are shared during review.

No Google account is required for this application flow. Use an email you can receive messages at.
FAQ

Questions

Do I need machine learning experience?

No. We use models; we don't train them. You need intermediate Python, basic Git, and about five hours a week outside class.

What if I can't attend a live session?

Sessions are recorded for enrolled students. Milestone reviews and Demo Day are live-participation, so plan around those four dates.

What does the course cost beyond the application fee?

An LLM API key (roughly $5–15/month of usage, budget-capped in class exercises) and a free-tier Railway account for deployment. Full cohort tuition details are shared during review.

Is there a refund policy?

Full refund before session 2, prorated through week 4, none after milestone 1 grading. Email us and we'll process it through Stripe.

What exactly do I walk away with?

A public repo with four months of commits, a deployed agent on a live URL, passing eval results for four milestones, a Demo Day recording, and a business case for the product you built.