Guides
AI Workflow Pro Blog
Tutorials, tool reviews, and insights for AI-powered builders.
CLAUDE.md Best Practices: Karpathy's 4 Principles + 6 Ready-to-Use Templates (2026)

Reverse-engineer Karpathy's 185K-star principles, Anthropic's own config, and Dan Abramov's real CLAUDE.md. Then grab 6 copy-paste templates for frontend, backend, solo dev, writer, data analyst, and beginner.
Claude Code Beginner Project: Build an AI Video Editing App From Scratch

Build a complete AI video editing web app using Claude Code with zero programming experience. This step-by-step guide covers environment setup, requirement decomposition, iterative development, and deployment — turning a beginner into a shipping builder in weeks.
Claude Code Best Practices: The Six Modules That Actually Matter

Most developers install Claude Code and never configure it properly. This guide breaks down all six modules — CLAUDE.md, MCP, Hooks, Skills, Subagents, and Context Management — with decision tables, real examples, and prompt templates you can copy today.
Claude Code Learning Roadmap: 13-Point Knowledge Map From Beginner to Expert

A structured Claude Code learning roadmap with 13 knowledge points organized into 4 tiers, three identity-based paths, and 6 milestones. Know exactly what to learn first, what to skip, and when you'll hit the breakthrough moment.
Claude Code CLI vs App vs IDE: Which Entry Point Should You Actually Use?

Claude Code ships three entry points: Terminal CLI, Desktop App, and IDE extension. They share one engine, so the real question isn't which is better — it's which fits your workflow. This guide breaks down the differences, maps each to a user profile, and walks you through your first week.
What Is Claude Code? A Plain-English Guide for 2026

Claude Code is Anthropic's coding agent — not a chat AI with a code mode. It reads your entire codebase, edits files, runs commands, and ships pull requests. Here's what that actually means, how it compares to Cursor and Copilot, and how to start.
Claude Code Complete Guide 2026: From Installation to Agent Workflow Architecture

The definitive Claude Code tutorial for 2026. Covers 6 installation methods, 60+ command reference, CLAUDE.md knowledge architecture, Hooks/Skills/MCP deep dives, 5 cost-saving techniques (60%+ reduction tested), and 25 error solutions with copy-paste fixes.
Claude Code Quickstart: Install + First Skill in 20 Min

You don't need to know how to code. You don't need to understand programming. Three steps — install, API key, first Skill — and Claude Code goes from zero to doing real work for you. Here's the 20-minute quickstart that strips away every optional moving part, plus the first Skill to install and the four ways to test that everything works.
Claude.md in 67 Lines: What 3 Rewrites Taught Me

The CLAUDE.md I actually use — 67 lines, rewritten three times. Full copy, what I deleted between versions, and the six rules that made the final version stick.
Claude Code Tutorial: 10 Mistakes I Made So You Won't

I'm not a programmer. I use Claude Code every day. Here are the 10 mistakes I made in my first week — with real terminal sessions, my actual CLAUDE.md file, and the fixes that worked.