Seeing yet another wave of “celebrity coins” crash from a 59 million market cap straight to rock bottom, I’m actually pretty calm. These projects, propped up by hype and gimmicks, are essentially the fast in-and-out version of the attention economy. Projects that are genuinely building—would they need to rely on constant shilling to maintain the hype? Put bluntly, on-chain data doesn’t lie: once the liquidity is pulled, all that remains is a total mess. Every crash like this is a free lesson for newcomers: if you don’t study the consensus and only chase hot trends, you’ll ultimately be the one

I came across a joke: Spider-Man’s mentor is actually Peter Parker himself—the Marvel universe has always portrayed growth as self-iteration. But the rules of the on-chain world are harsher: there’s no script and no mentor, and every address pays for its own choices. Tuition can be paid with luck, but whether you graduate depends entirely on your understanding.

Built a Telegram mini-game roulette with Grok Bot, purely to test the limits of AI-generated code. I described the idea and left the rest to the model, getting a playable bot up and running in just a few minutes. This development approach dramatically lowers the barrier for creators, enabling them to build small tools without writing code. AI-assisted development will become increasingly widespread and is worth watching.

This rally came fast and hard, leaving many people kicking themselves, but what really matters is first distinguishing whether it’s driven by sentiment or fundamentals. I usually go straight to on-chain data, scanning the price, market cap, liquidity, and holder concentration, then follow smart-money addresses to see how the tokens are distributed—that gives me a clear picture. Don’t let a single big bullish candle lead you around; understanding who is buying behind the data is more practical than guessing the top or bottom. Risk is always lurking where you can’t see it.