
Devs Got Latent is a decentralized, AI-powered hackathon evaluation system deployed on the Ethereum Sepolia testnet. Evaluating hackathon submissions fairly, transparently, and at scale is a classic bottleneck for web3 organizers. This project solves this by coupling automated AI code assessors with Solidity smart contracts on Sepolia. Submissions are processed through a Multi-Agent AI system that scores code quality, security vulnerabilities, and feature completeness, writing the verified evaluation metrics back to the blockchain for automated, tamper-proof prize distribution. Built using Python, TypeScript, Solidity, and WebSockets.
Features
- •Decentralized Smart Contracts: Manages submission registry and prize distribution logic on Ethereum Sepolia.
- •Multi-Agent Code Audit: Employs specialized agent teams to audit codebase quality, functional coverage, and security.
- •Real-Time WebSocket Feedback: Streams logs and live agent evaluation steps to the presenter dashboard.
- •Automated Web3 Payouts: Automatically triggers Ethereum transfers to winning smart contract wallets once consensus is reached.