TECHNICAL RESOURCES
The Engineer's Guidebook
Battle-tested mental models, configuration snippets, and architectural blueprints for shipping production-grade AI systems.
Start Here
Set up your tools and learn the core workflow
Setting Up Your Vibe Coding Environment
A comprehensive guide to choosing and configuring the best tools for natural language software development.
Mastering the .md Architecture
How to use Markdown documentation to give your AI a permanent memory and prevent context drift.
Visual Prompting Strategies
Learn how to use screenshots and visual feedback loops to debug UI and CSS 10x faster than traditional inspecting.
The Vibe Retro Loop
A disciplined protocol for ending every AI building session to ensure zero technical debt and clean context for the next day.
Build & Ship
Go deeper with advanced techniques and deploy to production
Reasoning Optimization
Move beyond simple "magic prompts." Learn how to use Chain-of-Thought, few-shot prompting, and recursive debugging to solve hard engineering problems.
Advanced State Management in Vibe Apps
Transition from simple variables to complex system-wide state. Learn how to architect predictable, AI-maintained data flows.
MCP for Vibe Coders
Master the Model Context Protocol (MCP) to connect your AI co-developer to your local tools, databases, and APIs.
Deploying Your Vibe App
Move from "local vibe" to production. A guide to deploying your AI-generated applications on Vercel, Supabase, and AWS.
Harden & Scale
Secure, scale, and maintain your AI-powered systems
AI Security Enforcement
Protect your vibe apps from prompt injection, data leaks, and insecure API handling. A guide to building "AI-Safe" production systems.
Vibe DevOps & Scaling
Transition from a single-founder "vibe" to a multi-million user platform. Learn how to automate your AI-driven engineering at scale.
Vibe Coding Help: Troubleshooting Broken AI Code
A comprehensive guide on what to do when your vibes fail. Learn how to debug AI-generated code, manage context, and get professional vibe coding help.
Getting Started
New to vibe coding? Start here with guided learning paths
Structured learning paths to master AI-assisted development from zero to production.
Clear, jargon-free explanations of how AI co-development actually works.
Start building with AI from day one — no prior coding experience required.
Step-by-step instructions for common AI development tasks and workflows.
Your first steps into AI-powered development — from setup to your first working app.
Resources and mental models for learning AI-assisted development effectively.
Tools & Platforms
Compare and master the best AI-powered development tools
The definitive toolkit comparison for AI-powered development environments.
Master Lovable for rapid prototyping and full-stack AI-generated applications.
Maximize Claude as your AI co-developer with optimized prompts, MCP, and context strategies.
Compare Cursor, Lovable, Replit, Bolt, and other AI-powered development platforms.
Best Practices & Mastery
Proven patterns from experienced AI-assisted engineers
Proven patterns and workflows for writing production-quality code with AI assistance.
Advanced techniques for experienced developers pushing AI co-development to its limits.
Help & Recovery
Get unstuck when AI breaks your build
Get unstuck fast with targeted solutions for common AI coding problems.
When AI breaks everything — how to recover from context drift, loops, and cascading failures.