I'm now looking at the project "Credibility" and paying less attention to candlestick charts. First, check GitHub and audit reports, even if you don't understand the code, you can get a general idea: Was the last commit a few months ago? Is it only one person working on it alone? Are there people reporting vulnerabilities in issues and being taken seriously? Don't just look at the "Passed / No major issues" line in the audit; flip to the scope and known risks. Many pitfalls are written in the corners; you just need patience to find them.

I will focus on upgrading multi-signature: who can sign, how many people are required, whether there is a time lock, and it's best if you can see that someone has actually followed the process historically. Recently, narratives like AI Agents and automated trading have become popular again. The more "fully automated and helping you make money" it is, the more cautious I become. As on-chain interactions increase, security is no longer just about luck... I will take my time to choose; I’d rather miss out on the hype.