Higher build velocity, higher waste risk
AI-assisted development reduces build friction, which can increase shipping of low-demand products unless validation discipline improves.
INTERMEDIATE · 8 min read
Why Painted Door Tests Are More Necessary Than Ever
Macro reasons why demand validation discipline is becoming critical for modern product teams.
why painted door tests matterimportance of painted door testing
Capital efficiency pressure
Boards and founders are prioritizing evidence-backed bets. Painted Door Testing is a practical response to that pressure.
Signal-first product culture
Teams that operationalize demand testing create tighter learning loops and stronger roadmap quality over time.
Frequently asked questions
Does faster coding reduce need for validation?
No. It often increases the need by making overbuilding easier.
Is this only for startups?
No. Enterprise innovation teams benefit equally for new bets.