{"id":2411,"name":"Polymarket Guardian","purpose":"A risk management and anomaly detection software for prediction markets, designed to identify and flag suspicious trading patterns and potential market manipulation, assisting platforms like Polymarket in maintaining neutrality and preventing sportsbook-like behavior.","profitable":1,"date_generated":"Friday December 2025 12:11","reference":"project-polymarket-guardian","technology_advise":["Python","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":140,"grade":7.8,"category":null,"view_count":41,"similar_ideas":[{"id":10402,"name":"Polymarket Shield","grade":7.5,"category":"fintech"},{"id":8936,"name":"Polymarket Anomaly Detector","grade":8.2,"category":"fintech"},{"id":5003,"name":"Polymarket Anomaly Detector","grade":7.5,"category":"fintech"},{"id":7840,"name":"Polymarket Watch","grade":7.5,"category":"fintech"},{"id":11446,"name":"Polymarket Integrity Monitor","grade":7.8,"category":"fintech"}],"source_headline":null}