#2026年比特币行情展望 An ordinary programmer made $75,000 in just a few hours using his own handwritten smart scripts. The story begins with how he came up with this idea.

This guy used two tools, Claude AI and Cursor, to create a market anomaly monitoring system for himself. In simple terms, it's a sentinel that keeps an eye on suspicious large transactions on the blockchain—specifically targeting potential insider trading signals.

On the night before a major political event, his script issued five alerts in one go. What did he discover? Sudden large deposits in new wallets, abnormal surges in transaction amounts, repeated buy-ins in a certain direction—these are common "informant signals" among seasoned traders. He decisively entered at 7.5 cents, eventually turning $5,700 into $80,700.

The logic behind the tool isn't complicated: it scans on-chain data from Polymarket (a well-known decentralized prediction market) via API in real-time, pinpointing abnormal fund flows. But here's the key—it's only responsible for alerting; the final decision always rests with a human. It doesn't handle automated stop-loss or order placement.

Backtesting results are even more impressive. The same script generated $11,000 in a single day during early tests. In real trading, the profits doubled immediately.

In essence, this tool helps you identify what insider players are watching, but whether to buy, how much to buy—those decisions are up to you. This is the correct way to approach quantitative trading.

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