blakeandersonw/ai-app-playbook

What it solves

This project provides a strategic roadmap for building and scaling profitable AI-powered applications. It focuses on minimizing infrastructure costs and maximizing efficiency by using a specific, high-performance technology stack designed to keep overhead low as user counts grow.

How it works

The playbook guides you through a 14-phase development lifecycle, starting from niche selection and validation to building, launching, and scaling. It emphasizes using AI-driven development tools like Claude Code or OpenCode to build apps rapidly. The core of the strategy is a lean technology stack centered on Cloudflare for backend services, Better Auth for authentication, and cost-effective AI model routing via OpenRouter.

Who it’s for

This is for developers and entrepreneurs who want to build and scale consumer-facing AI apps while maintaining high profit margins by avoiding expensive, bloated infrastructure and popular but costly managed services.

Highlights

• A structured 14-phase path from initial idea to 1,000,000 users.
• A cost-optimized technology stack that significantly reduces expenses compared to standard industry choices.
• Detailed chapters covering everything from database management and AI model selection to distribution strategies and retention.
• Ready-to-use templates for core components like authentication and backend workers.
• A focus on high-leverage development using AI coding agents.