Using AI scripts to catch 'insider trading,' an ordinary coder rakes in $50K in just a few hours An ordinary developer made $75,000 in just a few hours using an AI-assisted bot. The logic behind this script is pretty aggressive: it specifically monitors 'insider trading' signals on Polymarket. Right before the Maduro raid incident broke out, the tool went crazy with alerts. He decisively jumped in at $0.075, turning a $5,700 principal into $80,700 before cashing out. The API monitoring logic behind it focuses on three main points: - Fresh accounts with no trading history - Unusually large bets - Frequent positions in niche political markets Interestingly, this wasn’t fully automated—AI only handled the alerts, while decisions were still made by the user. Previously, this script had already been tested with daily earnings of $10K, but this time it finally caught a big fish. The entire development process relied solely on Claude and Cursor, making it a textbook example of AI tool arbitrage in 2026.