#Karpathy coding rules
107 related articles
Deep Dives·2 min
CLAUDE.md: How One Markdown File Cut AI Coding Rework Rates from 41% to 11%
How CLAUDE.md — a 14k-star GitHub file — uses four golden rules to cut Claude Code rework rates from 41% to 11%, based on Karpathy's analysis of AI coding failures.
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Tutorials·2 min
Lost Code from Parallel AI Development? CLAUDE.md + Git Worktree Is the Permanent Fix
Losing code when running multiple Claude sessions in parallel? Learn how CLAUDE.md rules plus Git Worktree automatically isolate workspaces and enforce delivery to prevent code loss.
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Tutorials·2 min
Vibe Coding Interview in Practice: Passing a Programming Interview with Claude Code in One Hour
Real Vibe Coding interview experience: using Claude Code and MiniMax M2.1 to build a smart outfit assistant Agent in one hour. Learn Plan Mode, MVP strategy, and AI collaboration tips.
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Tutorials·2 min
AI Programming in Practice: Building a Cross-Platform App in 1 Hour with Codex + Firebase
Learn how to use OpenAI Codex and GPT 5.5 for AI programming (Vibe Coding) with Firebase and Vercel to build a complete cross-platform app in 1 hour — covering Web, desktop, and iOS.
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Tutorials·2 min
Vibe Coding Interview Tips for Campus AI Product Manager Recruitment: Key Assessment Areas & Response Strategies
A systematic guide to Vibe Coding interview questions for campus AI PM recruitment: three assessment dimensions, error correction strategies, and advanced quality control tips.
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Tutorials·2 min
Building a Mac App from Scratch with Trae: Create a File Format Converter in 5 Minutes
Learn how to use Trae AI IDE to build a Mac desktop app in 5 minutes with zero coding experience. A complete Vibe Coding walkthrough for a txt-to-Markdown converter tool.
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Expert Opinions·2 min
The Real Experience of AI Programming: A Developer's Firsthand Account of Capabilities, Limitations, and Proper Usage
Deep analysis of AI programming tools' real capabilities and limitations: CEO overhype, developer job market truth, vibe coding horror stories, and proven usage rules.
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Tutorials·2 min
Zero Coding Experience: Built a Website from Scratch with AI in 5 Evenings
A non-coder built an AI tool directory website in 5 evenings using Claude. Full Vibe Coding walkthrough: product planning, CLAUDE.md setup, code generation, Vercel deployment, plus 5 practical tips.
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Tutorials·2 min
Vibe Coding Beginner's Guide: Programming with Natural Language — No Experience Required
Vibe Coding lets anyone program using natural language — no coding experience needed. Learn what it is, how it differs from traditional programming, and how to get started with AI tools.
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Expert Opinions·2 min
The Best Programming Language of 2026 Is English
As AI coding tools take center stage, natural language skills are replacing hand-written code as the core developer competency. Here's why English is now the most important programming language.
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Tutorials·2 min
Claude Code and Vibe Coding: A Complete Guide to Writing Code with AI from Scratch
A deep dive into Claude Code CLI and Vibe Coding philosophy. Learn why developers prefer Claude for coding and how beginners can use natural language to generate high-quality code with AI.
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Expert Opinions·2 min
The Faster AI Generates Code, the Faster Your Project Dies: Trust Engineering Is the Real Bottleneck
AI programming drives code generation cost to zero, but verifying correctness is the ultimate bottleneck. GitClear data shows 10x copy-paste surge. Developers must shift from writing to verifying code.
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Tutorials·2 min
Build Custom ComfyUI Nodes with AI from Scratch: A Complete Hands-On Tutorial
Learn how to create custom ComfyUI nodes with zero coding experience using AI tools like Claude and Gemini. Covers node structure, AI tool selection, and hands-on development.
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Tutorials·3 min
AI Agent Context Management in Practice: A Complete Guide from Death Loops to Intelligent Truncation
Deep dive into AI Agent context management: a three-step strategy from naive truncation to intelligent memory, covering sub-Agent architecture and long session evals to solve LLM context bloat.
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Product Reviews·2 min
One Month of Vibe Coding: Lessons Learned from Building Real Projects with Zero Coding Experience
A creator with zero coding experience spent one month Vibe Coding with OpenAI Codex, completing two real projects. Here are the real pitfalls and three hard-won lessons.
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Tutorials·3 min
Claude Code Sub Agents in Practice: Reproducing Kiro's Spec-Driven Development Workflow in Three Minutes
Learn how Claude Code's new Sub Agents feature enables spec-driven AI development by creating three specialized agents (Architect, Planner, Engineer) to reproduce Kiro IDE's workflow with a TodoList demo.
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Tutorials·4 min
Google AI Studio Tutorial: Free Watermark-Free Image Generation, AI Voice & Zero-Code Apps
Master Google AI Studio: watermark-free AI image generation, multi-character text-to-speech, zero-code app building with Firebase. Covers Playground settings, Build features, and quota tips.
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Tech Frontiers·4 min
130K Stars! CLAUDE.md Distilling Karpathy's Insights Takes GitHub by Storm
GitHub project andrej-karpathy-skills earned 130K Stars with a single CLAUDE.md file, converting Karpathy's LLM coding pitfall insights into AI behavioral guidelines for Claude Code.
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Product Reviews·3 min
Complete Guide to Kiro IDE: In-Depth Review of Amazon's Free AI Coding Tool
In-depth review of Amazon's Kiro IDE covering Spec Mode, Agent Hooks, and other core features. Compared with Cursor and Windsurf. Currently free with unlimited Claude Sonnet 4.0 access.
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Tutorials·3 min
Superpowers in Practice: Making AI Coding Follow Software Engineering Standards
Learn how Superpowers solves five major AI coding problems through a standardized seven-step workflow. Practical Vue3 comparison shows dramatic code quality improvements.
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