Production Readiness

What it takes to make software ready.

Notes from the work of taking prototypes to production, written for founders.

Production readiness
AI-Built Apps Fail in a Predictable Pattern — and Fixing Them Is Engineering

Five production apps built with AI tooling, independently assessed on six pillars, collapse into the same failure pattern — Security, Code Quality, Architecture, and Performance failing at once. The pattern is invisible to their builders and fixable through disciplined engineering.

Sep 12, 2026 · 11 min read

All notes

Migration & portability
How to Leave Your AI Builder Without Losing the Users You Already Have

Learn how to architect your vibe coded app so that hosting, authentication, data, and LLM layers can each be replaced independently without rebuilding the others.

Aug 12, 2026 · 14 min read
Migration & portability
When NOT to Migrate Off Base44 — And the Signals That Tell You It's Time

Learn when to stay on Base44 and when external business signals indicate it's time to migrate. A framework for making the right platform decision.

Aug 11, 2026 · 7 min read
Migration & portability
Leaving Base44: The Five Things You Don't Own (And the Replacement for Each)

A founder migrating from Base44 must replace five distinct infrastructure layers—authentication, backend logic, database hosting, frontend-backend glue, and runtime environment—with production-grade services that assemble into a portable stack.

Aug 11, 2026 · 8 min read
Migration & portability
The Honest Teardown Title: "We Tested Every Base44 Export Path. Here's What You Actually Get.

An honest technical teardown of Base44's three export paths—ZIP code export, GitHub sync, and CSV data export—revealing what you actually take with you when you leave the platform.

Aug 11, 2026 · 9 min read
Migration & portability
Built My First App on Base44 — Now Questioning It? You're Not Alone.

Whether to stay on Base44 or migrate depends on where your product sits on a concrete risk gradient. Assess your actual trajectory against three tiers of risk before taking action.

Aug 11, 2026 · 5 min read
Migration & portability
The Base44 Migration Guide: What to Keep, What to Replace, and What to Rebuild

A structured guide to migrating from Base44 to production infrastructure: keep your frontend intact, replace backend services with portable alternatives, and rebuild only platform-specific logic.

Aug 11, 2026 · 8 min read
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