{"slug": "building-solsecureai-a-solana-powered-ai-security-testing-platform", "title": "Building SolSecureAI: A Solana-Powered AI Security Testing Platform", "summary": "A developer built SolSecureAI, a crowdsourced AI red-teaming platform that uses Solana smart contracts to transparently manage security rewards for finding LLM vulnerabilities such as prompt injection. The system pairs Rust/Anchor smart contracts for fund escrows and on-chain challenge verification with a Node.js backend that routes prompt payloads into target LLMs over isolated proxies and WebSocket sessions, plus a Next.js frontend. The project is live on Solana Devnet and fully open-source.", "body_md": "Hi DEV Community! 👋\n\nI wanted to share a project I've been working on for the Colosseum Hackathon called SolSecureAI.\n\nWith the explosive rise of Large Language Models (LLMs), production vulnerabilities like prompt injection are becoming critical security vectors. Traditional automated scanners often miss these flaws because security auditing fundamentally requires human ingenuity.\n\nTo solve this, I built a crowdsourced AI red-teaming platform that leverages blockchain smart contracts to manage security rewards transparently.\n\n🛠️ The Tech Stack\n\n• Smart Contracts: Written in Rust using the Anchor framework to handle fund escrows and on-chain challenge verification.\n\n• Backend: Node.js managing isolated proxy architecture and live WebSocket sessions to route prompt payloads into target LLMs.\n\n• Frontend: Next.js optimized for a smooth, real-time playground interface.\n\n• Deployment: Hosted seamlessly via Railway.\n\n🏗️ How the Architecture Works\n\n🚀 Try It & Open Source\n\nThe platform is currently live on Solana Devnet, and the entire repository is fully open-source because I believe security tools should be verifiable by the community.\n\n• Live Demo: [https://solsecureai.up.railway.app](https://solsecureai.up.railway.app)\n\n• GitHub Repository: github.com\n\nI would love to get your feedback on the verification model, the Node-to-Rust communication architecture, or any suggestions you have for expanding decentralized AI auditing!", "url": "https://wpnews.pro/news/building-solsecureai-a-solana-powered-ai-security-testing-platform", "canonical_source": "https://dev.to/hasanabushamla/building-solsecureai-a-solana-powered-ai-security-testing-platform-4ifn", "published_at": "2026-10-10 17:08:40+00:00", "updated_at": "2026-10-10 17:19:06.240914+00:00", "lang": "en", "topics": ["ai-safety", "ai-agents", "large-language-models", "developer-tools", "ai-startups"], "entities": ["SolSecureAI", "Solana", "Anchor", "Rust", "Node.js", "Next.js", "Railway", "Colosseum Hackathon"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/building-solsecureai-a-solana-powered-ai-security-testing-platform", "markdown": "https://wpnews.pro/news/building-solsecureai-a-solana-powered-ai-security-testing-platform.md", "text": "https://wpnews.pro/news/building-solsecureai-a-solana-powered-ai-security-testing-platform.txt", "jsonld": "https://wpnews.pro/news/building-solsecureai-a-solana-powered-ai-security-testing-platform.jsonld"}}