Borrowed frameworks, held with open hands.

Every claim carries its receipt. If the work cannot point to an artifact, a metric, or a visible outcome, it is not yet a claim.

Respect the reader's time. Say it once, say it tight, and let the evidence do the persuading.

AI is leverage on what you already know, not a substitute for knowing it. The tool gets pointed by the practitioner, not the other way around.

Every framework is borrowed. Hold it with open hands. When the framework and the deeper source disagree, the deeper source wins.