CodeSage — AI DevSecOps Intelligence

CodeSage is an enterprise-grade AI-powered DevSecOps and deployment intelligence platform built for the Web Data UNLOCKED hackathon. Traditional static analyzers detect vulnerabilities in isolation using stale databases and limited contextual awareness. CodeSage goes significantly further by combining AI-powered code reasoning with realtime web threat intelligence to determine whether software is truly safe for production deployment. The platform acts as an autonomous CI/CD security gatekeeper. Users can upload ZIP repositories or connect GitHub projects directly. CodeSage recursively analyzes multi-file, multi-language codebases using a specialized multi-agent architecture powered by OpenRouter models including Llama 3.1, Mistral, and DeepSeek. The platform detects: * OWASP vulnerabilities * runtime risks * insecure dependencies * hardcoded secrets * SQL injection vulnerabilities * weak cryptography * insecure upload flows * architectural security risks * deployment blockers What makes CodeSage unique is its integration with Bright Data’s realtime web intelligence infrastructure. When vulnerabilities are detected, CodeSage uses: * Bright Data SERP API * Web Unlocker * Scraping Browser to investigate live exploit activity across CVE databases, GitHub advisories, security discussions, and protected vulnerability sources across the public web. This enables the system to determine: * whether a vulnerability is actively exploited, * whether dependencies are associated with live CVEs, * and whether production deployment should be blocked immediately. CodeSage then: * generates AI-powered remediation patches, * updates realtime security scores, * streams live scan progress using Supabase Realtime, * and delivers a final deployment verdict: * PASS * WARN * BLOCK By combining autonomous AI reasoning with realtime web intelligence, CodeSage transforms security from a reactive bottleneck into a live deployment intelligence system for modern software teams.