Library
Curated references, the builders worth studying, and role-by-role paths into the loop. Use it to move a live build forward, not to collect.
Find demand before committing to a build.
AssignmentUse one resource, interview three users, and write the demand memo.
Turn the demand signal into a testable bet.
AssignmentWrite a one-page spec with user, workflow, riskiest assumption, and kill condition.
Use AI and technical fluency to ship a real workflow slice.
AssignmentCreate a working slice, review the diff, and add one quality gate before release.
Measure real use and decide what to keep, change, or kill.
AssignmentGet five users through it, turn failures into evals or metrics, and write the launch review.
Full Shelf
Search only when the path above does not answer the question. The goal is not collection; the goal is a better product decision.
