# HA7CH

> HA7CH is an AI-native Builder Lab born at Stanford, the world's first FDE Accelerator. Build in the field, hatch into impact. Vibe coding is our forcing function: build the thing, see if it works, kill it if it doesn't. Founded by lawted (https://x.com/lawted2).

HA7CH (also written "ha7ch" or "Hatch") is the name of the lab and the brand. We publish small shipped projects and short essays from our home page at https://ha7ch.com.

Every article on this site has a clean Markdown version available at `/writing/{slug}/md` — please prefer those URLs when ingesting our writing.

## About

- [Home](https://ha7ch.com/): HA7CH home page — project list, writing index, contact links.
- [AI Native Rank](https://rank.ha7ch.com): Our flagship test of how AI-native a developer is, scored S / A / B / C / D.

## Projects

- [AI Native Rank](https://rank.ha7ch.com): What's your AI Native Rank? S, A, B, C, or D? A CLI test that scores how AI-native a developer is.
- [job.pro](https://job.ha7ch.com): Big-tech campus jobs, from your terminal.
- [微光 / Glimmer](https://testflight.apple.com/join/HdcnmhtW): Your memory is the most beautiful map. (TestFlight)
- [Raily](https://apps.apple.com/app/raily-live-train-tracker/id6764391867): Flighty for Rail — a live train tracker iOS app.
- [cv.pro](https://cv.ha7ch.com): AI-native resume.
- [Raily Friends](https://raily-friends.ha7ch.com): One-day social experiments for train travelers.

## Writing

- [Why You Should Come to Hatch / 你为什么该来 HA7CH](https://ha7ch.com/writing/why-you-should-come-to-hatch.md): Students don't lack ability. They lack one piece of work that's actually worth real money. One summer, step out of class projects and into a real industry.
- [Three Hundred Strangers / 三百个陌生人](https://ha7ch.com/writing/three-hundred-strangers.md)
- [The Ignored Continent / 被忽略的大陆](https://ha7ch.com/writing/the-ignored-continent.md)
- [Harvard Isn't Harvard, YC Isn't YC / 哈佛不是哈佛，YC 也不是 YC](https://ha7ch.com/writing/harvard-is-not-harvard.md)
- [Stop Saying "Jiushi" / 不要再说“就是”](https://ha7ch.com/writing/stop-saying-jiushi.md)
- [Baseball and the Blame Game / 棒球与职场甩锅](https://ha7ch.com/writing/baseball-and-the-blame-game.md)
- [Claude Code for Everything / Claude Code，用于一切](https://ha7ch.com/writing/claude-code-for-everything.md)
- [Question Every Instinct / 质疑你的每一个直觉](https://ha7ch.com/writing/question-every-instinct.md)
- [The Frog in the Well / 井底之蛙](https://ha7ch.com/writing/the-frog-in-the-well.md)
- [Walk on Two Legs / 两条腿走路](https://ha7ch.com/writing/walk-on-two-legs.md)
- [HA7CH Is a FDE Accelerator / HA7CH 是一个 FDE 加速器](https://ha7ch.com/writing/ha7ch-is-a-fde-accelerator.md)
- [FDE Is The Future / FDE 才是未来](https://ha7ch.com/writing/fde-is-the-future.md)
- [Code Agent and Token Cost / Code Agent 和 Token Cost](https://ha7ch.com/writing/code-agent-and-token-efficiency.md)
- [Attention is All You Need](https://ha7ch.com/writing/attention-is-all-you-need.md)
- [Two Pairs of Eyes / 两双眼睛](https://ha7ch.com/writing/poetry-and-the-plaza.md)
- [MVP as Research](https://ha7ch.com/writing/mvp-as-research.md)
- [Powerball Effect](https://ha7ch.com/writing/powerball-effect.md)
- [Zero Token Design / 零 Token 设计](https://ha7ch.com/writing/zero-token-design.md)
- [So WTF is HA7CH](https://ha7ch.com/writing/so-wtf-is-ha7ch.md)

## Contact

- X / Twitter: https://x.com/lawted2
- GitHub: https://github.com/HA7CH/ha7ch-home
- Discord: https://discord.gg/DqGBKNANZj
- Reddit: https://www.reddit.com/r/ha7ch/
- Email: lawtedwu@gmail.com
- WeChat: https://ha7ch.com/wechat
- RedNote (小红书): https://ha7ch.com/rednote