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PROTOTYPING-WITH-AI5 MIN READ

Before and after: from vibe prompt to test prompt

Transform a vague vibe prompt into a concrete prompt that can produce a testable prototype.

Mina’s prototype went from attractive but untestable to focused and reviewable. Before: the prompt asks for polish, not a testable workflow. After: the prompt anchors the prototype to user, states, and learning. User named: “HR admin inviting managers” replaces “onboarding app,” so the model can choose relevant screens and copy. States specified: pending, resend, invalid email, and success prevent the prototype from showing only the happy path. Learning question added: the team knows to watch whether invite status is understood without support. Design still matters: style is now serving workflow comprehension instead of floating on its own. Specificity turns an…

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