Engineering-as-marketing · 100% free
Fast, structured AI tools for PMs, founders, and indie hackers. Each one solves a specific planning step — no signup required to try. Built by the team behind VibeMap.
Write testable Gherkin from a user story in seconds
Given / When / Then scenarios with edge cases and error states. Copy-paste ready for BDD frameworks or Jira.
Generate granular, actionable user personas from a product brief
Three detailed personas — demographics, goals, pains, quote — ready to feed into stories and acceptance criteria.