Ablate the AI layer

Model upgrades quietly retire instructions. A rule written to work around a weaker model becomes dead weight that competes for attention with the rules that still matter. Reading the file will not tell you which is which. Only an experiment will.

You run the experiment. The user picks the task and approves the conclusion. Do not hand the user a list of commands to run; the script drives both arms.

What makes the result trustworthy