Precision beats improvisation
Every variable gets a place in the log before the work begins.
Every variable gets a place in the log before the work begins.
Clear labels turn a dense process into a sequence anyone can audit.
The system stays readable when the room gets loud and the clock gets short.
A finished run ends with evidence, context, and nothing left to decode.