In the world of Blockchain, the rise and fall of projects often prompts people to seek reasons afterward. However, truly effective Risk Management should be based on structured forward-looking judgments.

On-chain analysis tools like Bubblemaps are driving an evidence-based reasoning logic rather than simple guessing. This approach emphasizes systematically tracking and analyzing on-chain behavior to reveal potential risks and manipulation.

For example, by observing frequent transfers between certain wallets, or the behavior of funds quickly merging and transferring to exchanges after an airdrop, we may find that these are not the actions of real users, but rather a carefully designed dumping strategy.

It is worth noting that complex market manipulation is often not hidden but rather lacks systematic tracking. By utilizing on-chain analysis tools and community collaboration, we can more effectively identify, document, and question suspicious on-chain activities.

This method not only helps investors better understand market trends but also enhances the transparency and integrity of the entire ecosystem. With the continuous development and application of these tools, we hope to establish a fairer and more transparent Blockchain financial environment.

Overall, in the rapidly evolving Web3 space, relying on structured evidence rather than intuition for decision-making will be key to successful Risk Management. This not only requires advanced analytical tools but also the concerted effort and ongoing attention of the entire community.