Complete AI Development System
Guides and templates for planning, building and checking AI-assisted software
The complete documentation system behind 3,000+ commits and 10+ production apps
What's Included
Geoffrey Huntley Patterns
27 battle-tested patterns from the creator of Ralph Wiggum Loop
Context Window Management
The 176K token reality - what they don't tell you
Vibe Coding Principles
Steve Yegge's complete philosophy for AI-first development
Yegge Implementation Guide
Technical implementation details for production systems
Security Universal Guide
Security patterns for AI-assisted development
Documentation Organization
The 89K-word system for organizing any codebase
Plus These Bonuses
Why This Exists
Building across an AI-native software portfolio produced documentation systems that actually work.
These are working files for bounded tasks, context ownership, verification, integration, and delivery across multiple projects.
The documentation system organizes a codebase so AI assistants and humans can locate current context without relying on memory or hidden conversation history.
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