53 sessions in. Live product. No spaghetti. Here is what actually keeps a vibe coded project from falling apart. AI adds fast and never refactors. Every session it layers on top of whatever exists. Structure debt compounds invisibly until touching one thing breaks three others. That is not a vibe coding problem. That is an architecture ownership problem. Three things that kept it clean: One change at a time. Smoke test after every deploy. Two site outages taught us this the hard way. A living spec document. Claude Code reads it before every session. No drift. No re-explaining decisions made three weeks ago. The builder owns the architecture. Always. The AI executes inside it. The speed came from the AI. The structure stayed ours. What is the biggest mistake you have made letting AI drive a build?

Hey everyone, I'm Tom, co-founder of Neon Aliens AI. Full disclosure. Michelle is the AI expert. I'm the curious operator who kept asking her dumb questions until she finally agreed to teach me properly. That's basically what this community is. Real education, honest answers, no pretending AI is magic. I'm here every day. Drop questions, share wins, tell me what you want to learn next. This community gets built around what you actually need. Welcome to the invasion. 👽

Custom GPTs from Scratch goes live this weekend. Free for all members. Michelle is the AI expert. I am the curious one asking the obvious questions you are probably thinking about too. 5 lessons. Practical. No theory. You will have your first Custom GPT built by the time you finish. If you have not joined yet, now is a good time. 👽