Structured Guides for Every Stage of AI Building
Every guide here solves a problem I actually hit while shipping products. Validation, production-readiness, testing, cost control, planning — these are the playbooks I wish existed when I started.
Pick where you’re stuck, grab the guide, and keep building.
What You’ll Find Here:
Step-by-step guides from idea validation to production deployment
Frameworks and systems for managing AI-assisted development
Testing, debugging, and quality assurance playbooks
Career and workflow guides for working effectively with AI
Getting Started
Start here if you’re new to building with AI, or picking your next project.
How to Know If Your App Is Worth Building — Before You Build It — Validate your idea before writing a single line of code
Claude Code for Everyone: From Zero to Your First Project in 30 Minutes — Your complete quick-start guide to Claude Code
12 Projects From Your First Prompt to a System That Runs Itself — Difficulty levels, time estimates, and the exact first prompt for each one
How AI Builders Use Cursor: The Complete Guide — From setup to mastery
AI Agents Explained: The One Pattern Behind Claude, ChatGPT, Cursor, and Every AI Tool — What actually makes something an “agent”
Production-Ready Playbooks
The guides that take you from “it works on my machine” to deployed and maintainable.
How to Make Vibe Coding Production-Ready (Without Losing Your Mind) — Solve security, technical debt, and skill atrophy
The Ultimate Vibe Coding Production-Ready Playbook — The comprehensive reference
Vibe Coding Production-Ready Playbook — Core production patterns
Advanced Production Patterns — Beyond the basics — scaling, monitoring, architecture
AI Software Engineering Best Practices Guide — Engineering fundamentals for AI-assisted development
Testing & Quality
Ship with confidence. These guides cover testing strategies built for AI-assisted code.
The Complete Smoke Testing System for Vibe Coders — Everything you need to test your AI-built app before launch
Smoke Testing Guide — Quick-start testing checklist
The Essential Software Engineering Practices Every AI Builder Needs to Know — Critical fundamentals that prevent disasters
Planning & Methodology
Systematic approaches to planning, scoping, and executing AI projects.
Vibe Coding Planning Methodology — A practical planning system for AI builds
Project Example Step by Step — Full walkthrough from idea to shipped
Quick Wins & Challenges — Start fast, level up systematically
The Definitive Guide to Cost-Effective AI Building — Build and ship without burning cash
Frameworks & Systems
Higher-level thinking about AI workflows, productivity, and strategy.
From AI Tool Paralysis to Daily AI Workflow — The 3-Mode + 3-Prompt System that ends decision paralysis
When AI Becomes Your Partner, Managing It Becomes Your Job — Learn AI management for better outputs
How I Built My AI Survival System — Turning disruption into a playbook
AI Won’t Replace You: How to Build a Workflow That 10x Your Productivity — Build sustainable AI workflows
Start Here
Just getting started? How to Know If Your App Is Worth Building
Ready for production? How to Make Vibe Coding Production-Ready
Need a systematic plan? Vibe Coding Planning Methodology
Want the full library? Check Premium Resources for templates, workshops, and direct support
Updated March 2026