#ai-agents

The procedure that turns a month of commits into a report a non-technical reader can follow: an AI agent reads, groups, drafts, and captures code evidence behind checks, while I sign in to the code hosts and review the result.

The procedure that turns each new chapter of a story into a narrated video: an AI agent runs every stage behind gates that refuse unfinished work, while I start each stage, review the chapter, and render it myself.

One folder per kind of code at a single level, a short path from route to repository, one file per operation — the shape I give a Rust service that must work fast or fit a local AI agent's context, before it grows into Clean Architecture.

My code is read by people who were not there when it was written: colleagues, me months later, or an AI agent that forgets on every reset. The clean code rules from Robert C. Martin I apply in every language, shown in a Rust service.