{"id":10945,"name":"OpenGuard AI","purpose":"A security auditing tool leveraging AI to proactively identify and mitigate vulnerabilities in open-source codebases, combatting 'AI slop' and reducing maintainer workload. Prioritizes fixes based on severity and impact, integrating with popular code repositories.","profitable":1,"date_generated":"Sunday March 2026 21:23","reference":"openguard-ai-project","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":120,"grade":7.2,"category":"security","view_count":5,"similar_ideas":[{"id":4372,"name":"AI-SecGuard","grade":8.2,"category":null},{"id":9855,"name":"AgentGuard","grade":8.2,"category":"security"},{"id":8534,"name":"AI Code Guardian","grade":7.5,"category":"security"},{"id":8796,"name":"SafeGuard AI","grade":8.2,"category":"security"},{"id":6418,"name":"AgentGuard","grade":7.2,"category":"security"}],"source_headline":"96% of codebases rely on open source, AI slop putting them at risk"}