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HackYeah 20262026

HugMe

A resident, municipality or organisation describes a problem in their own words and gets proven social solutions from the region.

HugMe start page with the line “Your problem won't be left alone” and entry points to the demo

Outcome: Jury score 7.30/10 against an average of 5.65. Built solo in 24 hours.

My role: Everything – solo

  • Requirements
  • WCAG 2.1 AA
  • Data model
  • Python
  • Flask
  • SQLite
  • Claude API
Open the demoVideoAnalysisCode

Demo is upLast code change:

Key decisions

  1. Matching is done by rules (BM25), AI only widens the query
  2. Personal data is masked before saving and before it reaches AI
  3. Works fully without JavaScript, pages rendered on the server

Full decision log (Polish)