¶ Journal
Field notes
Notes on what can go wrong when AI-built software goes to production, drawn from current engineering and security writing and from public discussions among founders and developers. Every claim links to its source.
- Production readiness checklist for AI-built apps Production readiness · 4 min
A severity-ranked pre-launch checklist for apps built with Lovable, Bolt, Cursor or Claude Code: data access, auth email, payments, backups and monitoring.
- Supabase RLS in Lovable and Bolt apps: mistakes to check AI code security · 4 min
The most common Supabase row level security mistakes in Lovable and Bolt apps, ranked by severity, and how to test your policies before customer data leaks.
- Refactor or rewrite? Deciding on an AI-generated codebase Code rescue · 5 min
How to decide between refactoring and rewriting a fragile AI-generated codebase: what to check first, why rewrites are risky and how to replace parts.
¶ Intro call
Book a free intro call
30 minutes, free of charge. Tell us about your app or your team, and we will tell you honestly whether and how we can help. We reply within one business day.
- You describe the app or the team setup.
- We ask about the stack, the data and what is at stake.
- You get an honest view of whether a review, a rescue or a rollout makes sense.