Getting an AI-built app ready for production: a checklist
The things that actually break when a vibe-coded app meets real users (auth, secrets, data access, payments, scale), and how to fix them.
Writing
I write up what I learn. Checklists, rules of thumb, mistakes I've seen. Mostly about getting AI-built and legacy code ready for real use.
Rewrite or refactor? How I decide on an old system
How to decide between hardening, incremental modernization and a full rewrite, and how AI changes the math in 2026.
What to actually check in a technical due diligence of an AI codebase
A practical checklist for founders, investors and acquirers evaluating software that was built fast with AI.
How this site is built, and the design system it runs on
The stack behind this site and its whole design system: colour, radius, shadow, the card component and the spacing rules, shown with real values.
The technical SEO behind this site
The technical SEO this site actually does: crawling, structured data, links, images and speed, plus the tools I watch it with. A running checklist.
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