For traders looking to level up, mastering on-chain data analysis is undoubtedly a must. Today, I want to share some experiences accumulated over years of navigating this market—from early CEX trading, to DeFi mining, NFT exploration, and the spectacular rise of Meme coins. I've stepped into many pits along the way, but also gained a lot.

**The Core Value of On-Chain Warning Systems**

Many veteran traders emphasize one point when discussing this: how important it is to stay updated on on-chain movements. The accuracy of warning functions is certainly worth paying attention to, but more importantly—it's about ensuring you won't be left behind by the market. Imagine when smart money begins to position itself in a certain public chain or ecosystem; if you can know this half a step in advance, what does it mean? It means you have the opportunity to position yourself before a major wave.

**Practical Application of Whale Monitoring**

The movements of on-chain whales often reflect the true intentions of institutions and large investors. By monitoring the transfers and interaction records of these addresses, you can see the real thoughts of market participants—what they are accumulating, what they are fleeing from, and at which stage they are entering. This isn’t some mysterious black technology; it’s just data speaking. Over more than ten years of on-chain data accumulation, combined with continuous algorithm iterations, these analysis tools are becoming increasingly precise.

**Practical Tools for Ordinary Users**

Whether you're testing with small amounts or deploying large funds, the key is to build your own monitoring system. Ordinary users can also set up their warning rules—focusing on specific addresses, tokens, or price levels. When conditions are met, the system automatically alerts you, allowing for quick reactions. This logic applies to everyone; the threshold is actually very low—it's all about whether you're willing to use it.

Mastering these tools isn’t about how advanced the tools themselves are, but whether you can turn data into decisions. The market always belongs to those who react quickly and stay informed.