How I built an automated, self-healing pipeline that generates a command-line reference directly from the active parser schema without manual translation.

How I structured my local agent environment using isolated execution surfaces, dedicated background runtimes, and a unified file-based session registry.

Code is a layered history of decisions. Understanding those layers is the difference between fixing symptoms and fixing systems.