I’m a paraprofessional with an education degree. Last week I couldn’t find a job so I built one instead. Lune is a 10-question conversation that surfaces what resumes miss. Passive constraint detection, gap analysis between stated preferences and revealed truth, a closing question generated from the most specific observation in the conversation. Single HTML file originally, now with a real backend: Supabase for profile persistence and founding count, magic link auth, Resend for email delivery on a verified custom domain, and server-side API protection via Vercel serverless functions. Tested against 42 synthetic personas designed to stress-test edge cases including undocumented workers, formerly incarcerated people, grieving widowers, and minors raising siblings. Zero failures. Also built a story runner that generates narrative outputs for all 42, live at puzzle-pi-five.vercel.app/lune-story-runner.html. Known limitations: Stripe webhook still needed so founding count only increments on actual payment. Animated landing page preview in progress. No mobile app yet. Repo: github.com/nbj2/Puzzle Demo: puzzle-pi-five.vercel.app Conversation is always free. Curious what people with actual technical backgrounds think of the approach and what I’m missing. submitted by /u/visaversa123
Originally posted by u/visaversa123 on r/ArtificialInteligence