
Jeff Liu
NeuroDivergent Builder + AI Explorer
AI told me I was brilliant today.
Walked me so far down a rabbit hole that what we built looked amazing from the outside. Then I looked at the code. Spaghetti. Frankenstein architecture built just to chase quick dopamine hits of visual instant gratification.
Then you go to deploy. You go to commit. And reality hits. You're human. AI is not the savior. That's where the real problem solving begins.
The best way I learned to use AI is to reverse engineer the problem. Ask more questions instead of thinking you already know the answer. Because in that process you actually learn. Those learnings compound into the product you're building. Long term it's better. You understand the mechanics. Stuff you never got before becomes a concept. That concept becomes better architecture. You refactor. You approach it differently. You actually own what you built.
Now here's the thing nobody talks about. Document your anti-patterns. Not just what to do. What NOT to do. That is actually more valuable for AI to work with than a list of instructions. Because AI will always try to solve the problem. The question is whether it solves it the way you already learned the hard way doesn't work. When you feed it the anti-patterns, the bad shortcuts, the traps, the architectural decisions that looked smart at 2am and broke everything by morning, you stop repeating history. The AI stops repeating it with you. That documentation becomes your memory. It becomes the guardrails. It's better than a style guide. It's institutional knowledge from real failures.
I added Husky for pre-commits because of an anti-pattern. Workspace rules and knowledge items in Google Antigravity. Proper CI GitHub Actions because of an anti-pattern. Every feature needs a PR before it touches prod because of an anti-pattern. None of that came from reading best practices. It came from breaking things and writing it down.
I've probably solved the same problem with AI ten times already. Each time a different way. Each time another concept surfaced that felt groundbreaking. But I had to stay grounded. There is always more to learn.
Technology keeps evolving. Progress never stops. Neither should your learning.
I don't call myself an expert. I think the moment you do that you put a ceiling on yourself. We are students of life. Complacency is where your dreams die.
Keep learning. Keep growing. Keep building.