Guides

Useful answers for people who want to build.

Clear starting points for learning emerging technology, shipping real projects, and making your work credible.

Learn AI, Bitcoin, and energy by doing

A practical learning path for understanding AI, Bitcoin, and energy through small projects and public proof of work.

A practical framework for choosing, scoping, shipping, and explaining a first technology project.

How clear, inspectable proof of work can create credible conversations and opportunities without making job guarantees.

A simple definition of proof of work for students and early-career builders, with a practical project format.

Choose a useful, safe, and finishable first AI project by starting with a narrow workflow and measurable result.

A builder-focused introduction to Bitcoin: ownership, verification, transactions, custody, and responsible experimentation.

A practical introduction to the connection between computing, electricity demand, reliability, cost, and location.

Ask for specific project feedback, test understanding, and turn criticism into a stronger artifact.

Explain a project clearly by covering the problem, your role, decisions, evidence, and what you learned.