---
title: "The Karpathy rules are the kind of thing you'd write at the top of a team style guide.\n\nHere is the ..."
source_name: "Augment Code(@augmentcode)"
original_url: "https://x.com/augmentcode/status/2050250463422066801"
canonical_url: "https://www.traeai.com/articles/32fa254d-e357-46b5-bbb2-8f2135a96c37"
content_type: "tweet"
language: "中文"
score: 7.8
tags: ["软件工程","编程规范","团队协作","工程文化"]
published_at: "2026-05-01T16:26:16+00:00"
created_at: "2026-05-02T12:17:27.964656+00:00"
---

# The Karpathy rules are the kind of thing you'd write at the top of a team style guide.

Here is the ...

Canonical URL: https://www.traeai.com/articles/32fa254d-e357-46b5-bbb2-8f2135a96c37
Original source: https://x.com/augmentcode/status/2050250463422066801

## Summary

文章提炼了广受关注的‘Karpathy规则’：强调编码前思考、极简主义设计、精准修改和目标驱动执行，适合作为工程团队风格指南的核心原则。

## Key Takeaways

- 编码前必须明确假设、权衡与问题边界，避免盲目实现
- 拒绝推测性功能和一次性抽象，坚持用最少代码解决当前问题
- 修改应精准隔离、风格一致，杜绝连带重构

## Content

Title: Augment Code on X: "@karpathy @jiayuan_jy @openclaw The Karpathy rules are the kind of thing you'd write at the top of a team style guide.

Here is the summary:

1. Think before coding: state assumptions, surface tradeoffs, ask if unclear
2. Simplicity first: no speculative features, no single-use abstractions, minimum code
3." / X

URL Source: http://x.com/augmentcode/status/2050250463422066801

Published Time: Sat, 02 May 2026 12:17:05 GMT

Markdown Content:
# Augment Code on X: "@karpathy @jiayuan_jy @openclaw The Karpathy rules are the kind of thing you'd write at the top of a team style guide. Here is the summary: 1. Think before coding: state assumptions, surface tradeoffs, ask if unclear 2. Simplicity first: no speculative features, no single-use abstractions, minimum code 3." / X

Don’t miss what’s happening

People on X are the first to know.

[Log in](http://x.com/login)

[Sign up](http://x.com/i/flow/signup)

# [](http://x.com/)

## Post

See new posts

# Conversation

[![Image 1: Square profile picture](https://pbs.twimg.com/profile_images/2031828267414806528/sPBveLVE_normal.png)](http://x.com/augmentcode)

[Augment Code](http://x.com/augmentcode)

[@augmentcode](http://x.com/augmentcode)

The Karpathy rules are the kind of thing you'd write at the top of a team style guide. Here is the summary: 1. Think before coding: state assumptions, surface tradeoffs, ask if unclear 2. Simplicity first: no speculative features, no single-use abstractions, minimum code 3. Surgical changes: don't touch adjacent code, match existing style, no drive-by refactors 4. Goal-driven execution: define verifiable success criteria, loop until met

[4:26 PM · May 1, 2026](http://x.com/augmentcode/status/2050250463422066801)

·

[782 Views](http://x.com/augmentcode/status/2050250463422066801/analytics)

1

1

9

12

## New to X?

Sign up now to get your own personalized timeline!

Sign up with Apple

[Create account](http://x.com/i/flow/signup)

By signing up, you agree to the [Terms of Service](https://x.com/tos) and [Privacy Policy](https://x.com/privacy), including [Cookie Use.](https://help.x.com/rules-and-policies/twitter-cookies)

## Relevant people

*     [![Image 2: Square profile picture](https://pbs.twimg.com/profile_images/2031828267414806528/sPBveLVE_normal.png)](http://x.com/augmentcode)       [Augment Code](http://x.com/augmentcode) [@augmentcode](http://x.com/augmentcode)    Follow   Click to Follow augmentcode  Intent is today's software development workspace. Orchestrate multiple agents, steer them from a living spec, and ship without ever leaving your workspace.   

# Trending now

## What’s happening

UK national news · Trending

Princess Charlotte

Sports · Trending

Jaden McDaniels

Trending with [Nuggets](http://x.com/search?q=Nuggets&src=trend_click&vertical=trends)

Trending in United States

Championship Saturday

Trending in United States

Heavyweight

[Show more](http://x.com/explore/tabs/for-you)

[Terms of Service](https://x.com/tos)

|

[Privacy Policy](https://x.com/privacy)

|

[Cookie Policy](https://support.x.com/articles/20170514)

|

[Accessibility](https://help.x.com/resources/accessibility)

|

[Ads info](https://business.x.com/en/help/troubleshooting/how-twitter-ads-work.html?ref=web-twc-ao-gbl-adsinfo&utm_source=twc&utm_medium=web&utm_campaign=ao&utm_content=adsinfo)

|

More

© 2026 X Corp.