productionization AI tooling maintainability
Taking a non-technical contributor's AI-built prototype to production
Modularized a working AI-built UI and wrapped it in a real dev/deploy workflow, instead of rewriting it from scratch.
Situation
A working UI had been built by a non-technical contributor using AI tools: genuinely useful, but not production-shaped.
What I did
Instead of rewriting it from scratch, I modularized it and wrapped it in a real development and deployment workflow, and shipped it.
Result
It’s the clearest example of the work I do most often now: taking something that works but can’t be safely maintained, and making it something a team can own.
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