product sense

A growth prompt with a hard constraint. Three engineers rules out most ideas, and doubling usage also doubles the compute bill. The interviewer wants a funnel diagnosis and two or three bets that fit.

Explain the task a product handles well, compare the current alternative and defend one improvement with evidence from actual use.

Low adoption has four usual causes: people don't see it, don't need it, try it and don't trust it, or find it in the wrong place. Each has a cheap test, and the interviewer wants you to run them before redesigning.

Choose a human benefit, distinguish people from agents and avoid metrics that reward endless synthetic activity.

Move beyond polished application text to evidence of job-relevant ability, while accounting for candidate burden and reviewer capacity.

The buyer wants fewer delays. Technicians want less paperwork. The next shift needs a trustworthy record. Choose a first user and defend the scope.

Vague prompts are deliberate. The first five minutes show whether you can turn ambiguity into a buildable, testable scope, and the interviewer is watching that more than the code that follows.