{"id":22663,"name":"AlgoGuard","purpose":"A platform that monitors social media and mobile app experiments (like TikTok's Algo Refresh) to detect and alert users when they're being subjected to potentially deceptive or placebo features, promoting algorithmic transparency and user safety.","profitable":1,"date_generated":"Thursday October 2026 18:42","reference":"project-algoguard-platform","technology_advise":["Python","NodeJS","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":"security","view_count":12,"similar_ideas":[],"source_headline":"New York alleges TikTok gave teens, children a placebo safety feature"}