{"id":19809,"name":"Agent Trust Monitor","purpose":"A tool to continuously evaluate the output and behavior of AI agents in production, detecting hallucinations and other failures, with a focus on quantifying and preventing trust-damaging events.","profitable":1,"date_generated":"Saturday August 2026 22:00","reference":"project-agent-trust-monitor","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":"devtools","view_count":5,"similar_ideas":[{"id":16493,"name":"Agent Trust Sentinel","grade":8.2,"category":"security"},{"id":10779,"name":"Agent Integrity Monitor","grade":7.8,"category":"ai"},{"id":18810,"name":"Secure AI Agent Monitor","grade":7.9,"category":"ai"},{"id":20289,"name":"AI Agent Threat Monitor","grade":8.1,"category":"security"},{"id":8820,"name":"AgentTrust","grade":6.8,"category":"devtools"}],"source_headline":"131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness"}