Mikel Studio
Studio Notes

Practical Notes On AI And Product Systems

Commercial expertise, build notes, and decision guides for founders turning rough ideas into usable assets.

AI Prototype to ProductionOct 24, 2024

How to turn v0 output into production-ready code

The engineering judgment required to stabilize AI-generated prototypes for real-world deployment.

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AI Prototype to Production

Why AI prototypes still need engineering judgment

Where generated code usually breaks down and how to make the rescue process boring.

Websites & Commerce

When to use WordPress vs Next.js

A practical decision map for CMS-heavy sites, landing pages, and custom product surfaces.

Founder MVPs

How to scope an MVP in 2 weeks

The constraints, user stories, and non-goals that keep early builds from bloating.