What Makes Automation Safe

Safety comes from narrow scope, explicit inputs, previewable intent, approval where consequences are high, and proof of the resulting state.

The note I want to keep is simple: reliable engineering is a practice of making assumptions visible. Write the state down, test the smallest useful thing, and leave evidence another person can follow.

That approach scales from a personal lab to a global change window. Tools evolve; clarity, curiosity, and respect for the blast radius remain.