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PRODUCTIONEducation & Learning - Debate & Critical Thinking

ArguFight - AI-Judged Debate Platform with ELO Rankings

Practice debating online with AI judges on ArguFight, the world's first AI-judged debate platform. Compete in structured debates on politics, technology, sports, philosophy and more. Get instant feedback from 7 unique AI judge personalities, earn ELO rankings, watch live debates, and climb the global leaderboard. Free to join. Features tournament mode, speed debates, and championship belts. Perfect for students, debate enthusiasts, and professionals.

ArguFight - AI-Judged Debate Platform with ELO Rankings
AI debate platformOnline Debate CompetitionELO Ranking SystemDebate PracticeCritical Thinking Skills
Status
PRODUCTION
Category
Education & Learning - Debate & Critical Thinking
Technology
AI debate platform
The Challenge

Market Opportunity

Practice debating online with AI judges on ArguFight, the world's first AI-judged debate platform. Compete in structured debates on politics, technology, sports, philosophy and more. Get instant feedback from 7 unique AI judge personalities, earn ELO rankings, watch live debates, and climb the global leaderboard. Free to join. Features tournament mode, speed debates, and championship belts. Perfect for students, debate enthusiasts, and professionals.

Our Solution

AI-Powered Approach

We built a production-grade system leveraging cutting-edge AI and machine learning to solve this challenge at scale.

  • AI debate platform
  • Online Debate Competition
  • ELO Ranking System
  • Debate Practice
  • Critical Thinking Skills

Impact & Results

Measurable outcomes from our work

7
AI judge personalities
50+
API endpoints built
5
Revenue streams implemented
878
NPM packages managed

Technology Stack

Frontend
Built responsive Next.js 14 App Router application with TypeScript, Tailwind CSS, and Framer Motion animations
Engineered unique horizontal 4-panel scrolling UI with snap navigation optimized for mobile engagement
Implemented real-time debate interface with WebSocket-powered live chat and instant notifications
Developed comprehensive admin dashboard with analytics, user management, and content moderation tools
Created reusable component library (30+ components) with Radix UI primitives and accessibility compliance
Backend
Architected RESTful API with 100+ serverless endpoints using Next.js API routes and Prisma ORM
Designed PostgreSQL database schema with 30+ models, optimized indexes, and real-time subscriptions via Supabase
Implemented multi-tier authentication system with JWT sessions, OAuth (Google), and 2FA support
Built Stripe integration for subscriptions, creator payouts, escrow system, and coin purchases
Developed automated cron jobs for tournament progression, offer expiration, and payout processing
AI/ML
Engineered AI judgment system with 7 distinct personalities (Empiricist, Logician, Rhetorician, etc.) using prompt engineering
Integrated DeepSeek LLM API for real-time debate analysis with structured verdict generation and scoring
Built AI-powered content moderation pipeline filtering inappropriate content with 95%+ accuracy
Implemented ELO-based matchmaking algorithm optimizing competitive balance across skill tiers
Developed appeal system with AI re-evaluation using different judge combinations for verdict fairness

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