#Karpathy rules
121 related articles
Tutorials·3 min
Cursor 2.0 in Practice: Vibe Coding Methodology & Guide to 10x Coding Efficiency
Deep dive into Cursor 2.0's Vibe Coding methodology with two real-world scenarios: full-stack site building and enterprise bug fixing using the Rules, Commands, Context architecture for 10x dev efficiency.
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Tutorials·3 min
The Complete Vibe Coding Workflow: A Step-by-Step Guide for Non-Developers to Build and Ship Products Independently
A complete 7-step Vibe Coding guide from requirements to deployment. Learn how non-developers can independently build and ship products using VS Code and Claude Code, with PRD writing, static Demo validation, and step-by-step development.
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Product Reviews·1 min
Gemini 3 Pro Zero-Code Hands-On: Building Three Complete Apps with AI Studio
Hands-on testing of Google Gemini 3 Pro's Vibe Coding: building an AI course site, SaaS dashboard, and 3D game with zero code in AI Studio.
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Expert Opinions·1 min
Validation-Driven Development: The Key to Unlocking AI Coding's True Potential
The bottleneck of AI coding tools isn't model capability — it's your validation infrastructure. Learn the validation-driven development paradigm and how to achieve 5–7x efficiency gains.
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Industry Insights·2 min
What Is Vibe Coding? How AI Is Reshaping the Role and Future of Software Engineers
Vibe Coding lets non-technical users generate code with natural language. Learn how AI coding tools boost productivity by 30-50% and reshape engineer roles.
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Product Reviews·1 min
Vibe Coding Tool Comparison: Base44 vs. Replit vs. Bolt vs. Lovable — Which One Wins?
In-depth comparison of four major vibe coding tools — Base44, Replit, Bolt, and Lovable — tested across 8 build tasks for speed, functionality, error handling, and creativity.
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Expert Opinions·1 min
Karpathy on Vibe Coding and Agentic Engineering: A Paradigm Shift for Programmers
Karpathy explains the paradigm shift from vibe coding to agentic engineering, how LLMs reshape programming in the Software 3.0 era, and why verifiability matters.
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Tutorials·2 min
AI Vibe Coding Security Vulnerabilities: A Fix Guide for RLS Misconfigurations
Deep analysis of the most common security vulnerabilities in AI vibe coding—Supabase RLS misconfigurations, missing rate limits, and exposed API keys—with complete fix guides.
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Industry Insights·2 min
What Is Vibe Coding? Principles, Tools, and Practical Guide to AI-Powered Programming
An in-depth look at Vibe Coding: its principles, how AI programming tools like Cursor and Bolt work, the impact on developers, challenges, and future directions.
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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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Industry Insights·1 min
Claude Code Architecture Deep Dive: Why a Single-Loop Design Beats Multi-Agent Systems
Deep dive into Claude Code's architecture: single-loop control, no RAG, 9,400-token tool prompts, and model tiering. The minimalist design behind a $1B AI coding tool.
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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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