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Make simple changes yourself.

The course teaches how a professional engineer uses AI: requirements, review, tests, and ownership. Use it on your own project, or on the site we build together.

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The course

Learn how a professional engineer uses AI: requirements, review, tests, and code you can own.

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A working session

Bring the project. We’ll inspect the code, set the next check, and leave you able to continue.

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A fixed-scope site, tool, or product — with published pricing and code you own.

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