Curriculum
Every week, you build something real.
Showing both tracks. Pick one to focus your path.
1
Read
Short lessons, no long videos. Read the concept, see the code, understand the why.
2
Do
Build live every session. Hands-on work on your machine with real tools and APIs.
3
Check
Prove it works. Concrete checks every time: endpoint live, tests green, evals passing.
New to Python, prompting, or markdown?Start with Foundations: 3 hours of pre-work that gets you ready for Week 1.
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The 10-week curriculum
Week 1
Week 2
Week 3
Week 4
Week 5
Week 6
Week 7
Week 8
Week 9
Week 10
Setup & mindset
S1 - Orientation & the AI Leverage Mindset
S2 - Working with LLMs as a Material
RAG & evals
S3 - RAG Fundamentals
S4 - Evaluations: Knowing It Works
Tools & agents
[ENG] S5 - MCP: Connecting Models to Tools
[ENG] S6 - AI Agents
[BIZ] S5 - Websites with Brains
[BIZ] S6 - Messaging Automation
Automation
[ENG] S7 - SRE Automation
[ENG] S8 - Production Safeguards
[BIZ] S7 - Workflow Automation with n8n
[BIZ] S8 - Voice Agents
Workflows
[ENG] S9 - n8n for Engineers
[ENG] S10 - FinOps for AI
[BIZ] S9 - Dashboards and Reporting
[BIZ] S10 - Selling Implementation Services
Ship it
[ENG] S11 - Self-Hosted AI
[ENG] S12 - Systems Design Workshop
[BIZ] S11 - Client Project Workshop
[BIZ] S12 - Systems Design Workshop
Build
S13 - Capstone Build Lab
S14 - Build Lab and Peer Review
Demo
S15 - Capstone Demos
S16 - Graduation & Operating Plan
Build Clinic
S17 - Guided Build Clinic
S18 - Troubleshooting & 1:1 Help
Commercial Launch
S19 - Packaging & Pricing
S20 - Pitching to Real Businesses