AI Workflow Case
The route stays visible, but opens only when the evidence is ready.
Work
The project map is visible now. Every route stays closed until there is evidence worth opening.
The route stays visible, but opens only when the evidence is ready.
A practical system project is being assembled behind this placeholder.
This position stays honest until the next project has evidence worth opening.
Work method
People notes, research definitions, data files, and AI outputs are not treated as the same kind of evidence. They first need labels.
Measurement habits from psychology become product habits: define the variable, the boundary, the user, and the stop condition.
Segmentation, A/B testing, codebook cleanup, and public-safe verification all share the same bias: someone else should be able to check the work.
The output should explain what Leo noticed, what judgment he used, what changed, and what still needs evidence.