The Landhorn Journal is where we write in full sentences about what we are learning, what we are building, and what is still unsettled.

AI systems often make familiar categories feel less stable. That can be useful. When certainty collapses, assumptions become visible.

Prompt architecture is less about clever phrasing and more about explicit structure: inputs, constraints, failure modes, and review loops.