⚠ process certified by no authority whatsoever
XGH AI
Xtreme Go Horse AI — the definitive vibe coding process█
Don't think, just prompt. Don't read the code, just deploy.
Xtreme Go Horse AI — the definitive vibe coding process█
Don't think, just prompt. Don't read the code, just deploy.
The natural evolution of Extreme Go Horse for the age of Artificial Intelligence.
XGH AI XGH AI is a self-destructive software development process where you code fast and deliver immediate value to the client — without ever opening the file the AI wrote.
While classic XGH required you to think a little, XGH AI eliminates thinking entirely. You describe the problem (roughly), the AI spits out 400 lines, you hit Ctrl+Enter and move on to the next ticket.
Does the code work? I don't know, the agent said so. ✅
Memorize them. Or better: ask the AI to memorize them for you.
XGH AI doesn't think, it prompts. If you stopped to reason about the architecture, you already broke the first axiom.
The third is the same as the wrong way, only faster and far more confident.
400 lines of code you didn't read are worth more than 40 you understood. A metric is a metric.
Questioning the AI is a waste of time. It has more parameters than you have neurons.
Reviewing the diff is for people who don't trust the model. Accept All is faith.
The "error → prompt → paste → error" loop is the beating heart of XGH AI.
You won't read it either. Nobody will. It's beautiful this way.
It's never your fault. It's the prompt's fault. Which you also didn't write well. But it's fine.
Production is the most realistic test environment there is. Users are your free QA team.
Understanding the code would make room for doubt, and doubt is the beginning of rework.
Who are you to disagree with a machine trained on all of GitHub?
node_modules nice and warm.Disk is cheap. Thinking time is expensive. npm install everything.
"please", "you can do it" and "take a breath" increase the success rate. Scientifically proven by no one.
An API key in the front-end is just an implementation detail the AI found convenient.
Why fix 200 lines when you can regenerate 600 unknown ones?
The entire truth of the project lives in a browser tab you'll accidentally close.
It saw something you wouldn't spot in 1000 years. Trust it. Accept it.
Looks Good To... the AI. Merge it.
Rust? Cobol? Brainfuck? Whatever. The model hallucinates in any language.
data, result and temp.And you'll never open that file anyway.
"Build a complete payment system by tomorrow" is a perfectly reasonable prompt.
For every problem solved, three new ones appear. That's how you guarantee eternal employment.
A flowchart the AI drew itself and nobody reviewed.
A real vibe coding session (any resemblance is not a coincidence).
Find out which stage of your not-knowing-what-you're-doing journey you're in.
| Level | Title | Behavior |
|---|---|---|
| 1 | Vibe Beginner | Still feels a slight discomfort accepting code they didn't read. It'll pass. |
| 2 | Prompt Engineer™ | Thinks writing "act as a senior expert" in the prompt replaces 10 years of experience. |
| 3 | Accept All Master | Can't remember the last time they opened a file manually. The diff scrollbar is decorative. |
| 4 | Deploy-Driven Developer | Production is the only environment. Rollback is the poor man's unit test. |
| ∞ | Vibe Lord | Has 47 chat tabs open, 0 idea how the system works, and shipped anyway. Legendary. |
Essential items for coding in the dark while trusting the machine 100%.
☕ The official mug of the process — fuel for the Friday deploy
⌨️ Map Accept All to a single key and save 3 seconds per deploy
🎙️ To explain in the daily, in crystal-clear audio, that it's almost done
🔌 More ports than dependencies in your node_modules
💡 Light up the diff you won't read anyway
🧍 Raise your laptop to the level of your unfounded confidence
Yes. The more confident and less correct, the better. What matters is that it never says "I don't know".
Then you're not doing XGH AI. You're doing software engineering, and that's hard work. Return to Axiom 1.
The AI said so. ✅
The user in production is the test. In real time. With feelings.
You already are. Everyone is. Nobody admits it.
Open a new chat, pretend the problem never existed, and start over. It's therapeutic.