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A FIELD GUIDE TO BUILDING WITH AI

Keep building.

From vibe coding to a personal FDE. A 24-week route to tools you can understand, verify and keep using. Three continuing projects, a little independent practice, and one useful step each week.

Explore the 24-week course ↗
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THE COMPLETE ROUTE

One week. One useful step.

24 weeks, three continuing projects. Move on when you can explain, verify and recover the work.

01 / 06

Understand the foundations

Weeks 01–04 · Code, input, recovery and data.

02 / 06

Make something useful

Weeks 05–08 · Interfaces, delivery and everyday use.

03 / 06

Build with evidence

Weeks 09–12 · Agents, evaluations and sources.

04 / 06

Learn, then operate

Weeks 13–16 · Experiments, deployment and recovery.

05 / 06

Keep control of change

Weeks 17–20 · Approval, operation and improvement.

06 / 06

Keep what matters

Weeks 21–24 · Review, handoff, value and renewal.