Twelve steps of one Codex command
From pressing Enter to writing the result back and finishing the turn. Each step has a job, a source entry, and a design worth borrowing.
Flow map
Tools and notes from BroHe何老弟, including a JSON tool for formatting, validation, and JSONPath, and an AI learning roadmap for four roles.
From pressing Enter to writing the result back and finishing the turn. Each step has a job, a source entry, and a design worth borrowing.
Flow map

The official Codex architecture docs do not quite match the code, so I redrew this diagram.
Architecture map
Four role-based paths from shared foundations to outcomes, with learning resources on each step.
Learning path
Need a tool built for a real workflow? See software development services
If you want a specific note or tool, email me. bowen.h@icloud.com