What’s It Actually Like Building a Football Club Manager With Codex?
Building a football club manager with Codex is fast and productive, but keeping it inside a deliberately simple PHP architecture takes active work.
AI coding
What Security Checks Should You Run on a Vibe-Coded Website?
A practical security checklist for vibe-coded websites, covering login, permissions, XSS, SQL injection, file uploads, APIs, errors, backups, HTTPS, and secrets.
How Do You Debug an App You Vibe Coded but Don’t Fully Understand?
A practical debugging workflow for vibe coded apps that half-work but no longer make sense.
Why Does AI Keep Fixing One Bug and Creating Another?
Why AI bug fixes can break nearby features, and how to keep patches small enough to trust.
What Should You Ask AI Before Letting It Fix a Bug?
A practical copy-paste prompt for slowing AI down before it changes bug-fix code.
How Do You Stop a Vibe Coded App Turning Into Mystery Code?
How to keep a vibe coded app understandable before the fast first version turns into project archaeology.
When Should You Stop Debugging a Vibe Coded Feature and Rebuild It?
How to decide when a vibe coded feature needs one more fix and when it needs a smaller rebuild.
What’s the First Thing to Check When a Vibe Coded App Breaks?
A beginner-friendly checklist for the first things to check when a vibe coded app breaks.
What Should Non-Programmers Build First With Vibe Coding?
A practical first-project guide for non-programmers using vibe coding: start small, private, testable, and low-risk.
What Are the Best Vibe Coding Tools for Non-Developers?
The best vibe coding tool for non-developers depends on the job: planning, prototyping, editing real code, or safely launching something public.