All work

Striver

AI-moderated football community app

A short-form, AI-moderated football community app built with React Native and Supabase. Designed as a safe space for progressive fans and players, it puts moderation first — using custom AI tools to filter out toxicity and keep the conversation respectful.

6mo
to MVP
£95k
total cost
9.5/10
founder rating

Traditional vs Hot Soup

MetricTraditionalHot Soup
Timeline to MVP12-18 months6 months
Cost to MVP£600-800k£95k
Team Size~9 FTEs2-3 modular roles
Iteration Speed4-6 weeks per loop2-3 days
QA + BugsManual QA teamAI-generated tests

Technical Highlights

  • Enrichment Worker using OpenAI GPT-3.5 to analyze video content and generate tags
  • AI-powered content moderation for both text and image analysis in real-time
  • CodeRabbit AI automatically reviews every pull request
  • Claude AI integration via comprehensive context documentation
  • 75% test coverage requirement enforced automatically
  • Railway deployment for microservices with automated scaling

Tech Stack

React NativeSupabaseOpenAIClaude CodeCodeRabbitRailwayJest

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