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Prototype

Vibe-Coded Internal Tool

An AI-assisted development pattern for turning a workflow idea into a usable internal tool prototype.

Problem

Teams may need a focused internal tool before investing in a larger product build.

Constraints

AI-assisted code must still go through review, simplification, accessibility checks and deployment handoff.

Solution

Use prompt-to-code iteration, review, refactoring and deployment handoff to produce a small working tool.

Role

AI-assisted development workflow, UI implementation, refactoring and technical handoff.

Public result

Prototype workflow documented as an implementation pattern, not a public client claim.

Architecture

  1. 01 / Workflow brief
  2. 02 / Prompt-to-code iteration
  3. 03 / Component review
  4. 04 / TypeScript cleanup
  5. 05 / Accessibility pass
  6. 06 / Build verification
  7. 07 / Deployment notes

Reusable lessons

  • Vibe coding is useful when review is part of the loop.
  • Small internal tools should still have handoff notes.
  • Generated code is an acceleration layer, not the final authority.
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