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Open PracticePRACTICAL AI ENGINEERING
USEFUL BEFORE YOU CLICK AWAY

Make it. Break it. Check it.

Original demonstrations with fictional or public test inputs. No invented learner results, model benchmarks or promises of perfect AI.

A beautiful AI mockup is not proof of readable contrast

Measure a real pair of hex colours instead of trusting an accessible-looking image.

JSON can parse perfectly and still invent a fact

A three-book exercise separating syntax, field rules and source truth—with an unknown year deliberately filled in.