{"id":1051,"name":"AI-Powered Code Risk Mitigation Tool","purpose":"Analyzes code generated by AI assistants to identify potential vulnerabilities and coding errors, mitigating the risks associated with 'vibe coding' and AI-assisted development.  Focuses on robust testing and identification before deploying AI-generated code.","profitable":1,"date_generated":"Monday November 2025 23:49","reference":"ai-code-risk-mitigation","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":220,"grade":7.2,"category":null,"view_count":41,"similar_ideas":[{"id":8229,"name":"AI Code Vulnerability Auditor","grade":7.8,"category":"security"},{"id":1127,"name":"AI-Powered Code Guardian","grade":7.5,"category":null},{"id":1047,"name":"Vibe Coding Risk Detector","grade":7.2,"category":null},{"id":4306,"name":"AI Code Integrity Checker","grade":8.2,"category":null},{"id":7261,"name":"AI-Powered Code Auditor","grade":7.8,"category":"devtools"}],"source_headline":null}