Resource Hub
A free reference library for AI builders. Three frameworks explain where you are. Guides show what to do. The Snapshot tool tells you what to fix.
What you'll find here
This is not a blog. It is a reference library organized into six sections.
APL, AAL, and AOL frameworks - the three level systems that explain where you are as a builder: how much control you have, how deep your AI reaches into your system, and how well it is integrated into your project. Each level is defined with clear criteria so you know exactly where you stand.
Guides - practical how-to pages: setting up Claude Code from scratch, safe git practices for solo builders and teams, how to write an effective CLAUDE.md.
Concepts - the ideas behind the frameworks: what the inflection point is, what mismatch versus bottleneck means, how agentic differs from assistive.
Resources - the AI Setup Snapshot tool to diagnose your current APL and AAL, downloadable framework PDFs, and curated external research organized by level.
Glossary - definitions of key terms used across the blog and courses.
Agent Power Level
How much control and execution capability do you have?
Agent Access Level
How deeply does your agent touch your systems and data?
Agent Orchestration Layer
How deeply is your agent integrated into your project?
Glossary
Definitions for the terminology used across the hub.