{"id":21792,"name":"ResilienceGuard AI","purpose":"A proactive security platform that analyzes code in real-time, identifies potential vulnerabilities (null pointers, overflows, SQL injections), and automatically generates and applies defensive security patches *before* code reaches production, inspired by the 'AI Agent That Intentionally Breaks Code' article.","profitable":1,"date_generated":"Sunday September 2026 15:58","reference":"project-resilienceguard-ai","technology_advise":["Python","Difficult","Rust"],"development_time_estimation_mvp_in_hours":250,"grade":8.2,"category":"security","view_count":18,"similar_ideas":[{"id":8916,"name":"RiskGuard AI","grade":7.8,"category":"security"},{"id":14914,"name":"ResilientGuard AI","grade":8.2,"category":"security"},{"id":2914,"name":"AgentGuard AI","grade":8.2,"category":null},{"id":12064,"name":"Guardian AI","grade":8.1,"category":"security"},{"id":16191,"name":"SecureAI Guardian","grade":8.2,"category":"security"}],"source_headline":"AI agent breaks code to fix it before hackers do"}