Learn by goal or role

Find your situation, then read the pages in the order listed.

I am…	Read, in this order
New to the idea and want it in minutes	Two-page introduction · The free course · The rubric
Ready to try it on my own project this week	Your first hour · New project or existing project · Spec completeness
Starting from an empty folder	New project · Templates · Quality gates
Working on a codebase that already exists	Existing project · Run structural gates and remediate · Remediate an existing system
Inheriting or just joining a codebase	Join a codebase (a read-only, one-hour briefing) · Orient
Moving a system to a new stack	Migrate to a new stack · Coherence between spec and code
Leading a team that uses AI assistants	The rubric · Quality gates · Lifecycle and debt · Twelve working principles
Deciding what to enforce first	Quality gates, by property · The gate library · Portable gate template
Seeing the AI repeat a mistake	Refine the spec, triage first · The ratchet
Working in a specific domain	Domain guides: fintech, machine learning, games, creative work, command-line tools
Skeptical, and want evidence	The evidence · Experiments · Models and equations and the status each has earned
A researcher	The paper tree · Compendium · Replicate an experiment
Wanting to contribute	The gate library · How to contribute a gate

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