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Just looked at the on-chain data, and some addresses’ approval records are really alarming. They give contracts unlimited allowances at the drop of a hat—and then leave them there. Basically, if you don’t revoke permissions, it’s like you’re casually throwing away your house keys; it’s not surprising when, one day, after a contract gets exploited or a backdoor is found, funds get wiped out to zero. Lately, many new L1/L2 chains have been rolling out incentives—everyone’s busy farming and selling, but how many people actually take a moment to check their approvals? For me, after every interacti

We were just discussing royalties in the forum, and the group got pretty heated, saying that if secondary-market royalties drop, creators’ income will be slashed in half directly.
How should I put it—when I checked the on-chain wallets of big holders, I found that some top project teams had already accumulated a lot of assets like ETH and SOL. Even if royalties get cut to 0, they won’t be left with nothing to eat. What’s really painful, instead, is those mid-tier creators who built up their positions little by little through small artists—they have no principal to withstand volatility, and the

The recent wave of chain games collapsing was pretty brutal: studios boosting volumes, inflation-triggered stampedes, and coin prices spiraling downward. In fact, when you look back, each time the spotlight rotates, it’s pretty much the same—more people chase the hype, while the big players in the shadows slowly accumulate. Honestly, sometimes I also get anxious watching the trending charts, but on-chain data is right there; money flow can’t be fooled. Anyway, now I remind myself: what I’m most afraid of missing isn’t an opportunity, but a trap. Keeping the rhythm matters more than anything.

I tried it once—scraping two months of on-chain transaction records from a certain Solana blue-chip NFT—and working out how differences in royalty fee rates affect market depth. The conclusion? Pretty boring. Those people who yell every day about cutting royalties or forcing royalty collection are, in reality, betting that the secondary liquidity of what they personally like can outperform other creators’ creative expectations. Put simply, it’s not a matter of how much royalties are—it’s whether the trust anchor is tight or loose. Now everyone’s also gotten used to packaging ETFs, U.S. stock-m

I just checked some pool data for a chain game. The production speed is almost three times faster than the consumption speed, and the price is soft like a water-injected bread. A lot of projects start out pretty lively, but once the inflation model kicks in, retail users mine, then cash out and leave, and big holders slowly withdraw liquidity as well—until all that’s left is an empty shell doing laps there. To put it plainly: if there’s no balance between production and consumption, even the prettiest economic model is just paper-thin. The recent back-and-forth over NFT royalties has been pret

Just scanned a round of on-chain data—liquidity is indeed being pulled out. Some pools are so shallow that they’re about to turn into a “K-line lightning battle.” Meanwhile, extreme values in the funding rate have shown up again to make themselves known. In the community, some people say this is a reversal signal, while others think the bubble still needs to be squeezed a bit more—who knows. Anyway, every time like this, the arguments between those shouting “buy the dip” and those shouting “run for your life” never stop.
My personal take: when liquidity dries up, staying alive matters more tha

Bored Ape’s floor price bounced back by more than ten percent, but trading volume is still thin. To put it plainly, NFT liquidity is pretty split—on one side, the “community narrative” can hold the floor for a few days, and then they turn around and start arguing over royalty splits, causing it to collapse back to its original form. Just now, I also saw more screenshots being circulated in the group about a certain stablecoin depegging; the mood is like a roller coaster. But when you think about it, what can retail investors really keep track of when it comes to reserve audits? In any case, I

Just came across several projects pushing parallelization and sharding. Honestly, the technical narrative is pretty flashy, but I think at this stage the focus should still be on where the money is flowing and the exit channels. After all, we all saw that chain game bubble burst—once the inflation model breaks, studios batch offload, the coin price spirals down, and retail investors can’t catch it at all.
Anyway, I’ve gotten into the habit of tracking changes in on-chain whale holdings lately—who is accumulating, and who is gradually withdrawing. It’s more reliable than reading whitepapers.

Just saw another cross-chain bridge incident: the account was drained. Honestly, every time I see news like this, I’ve gotten into the habit of checking the on-chain fund flows to see who’s withdrawing early and who’s taking the hit. Some people think multisig is absolutely secure, but the multisig signers themselves are also a risk point, and oracle pricing anomalies are an old story. Anyway, for me, now that I’m bridging, I’d rather wait for a few more confirmations—even if I pay extra fees—than bet on that “instant arrival” fantasy. After all, there’s no undo button on-chain.
I treat comple

Just saw an on-chain liquidation record— the price jumped so steeply it was unreal. You might think oracle feed delays of a few seconds don’t matter, but when the market is wildly volatile, that delayed price can be the line between the liquidation level and the safety level.
Big players watch on-chain liquidations almost like they’re exploiting that time gap— the quote hasn’t updated yet, but the liquidation threshold has already been triggered. If your position size is small, you’re fine; but if your leverage is even a bit higher, and the price stutters for a moment, you might not even have

Just went through the on-chain data, and the more I looked, the more it felt like that inner psychological “string” was pulled tight, dead tight.
Yesterday morning I did a testnet interaction—switched to a small account. I told myself it was just for fun, but today I’m sitting a bit underwater on paper. Watching the charts, my head was a total knot. It’s clearly just a few bucks’ worth of movement, yet I kept thinking, “If I’d withdrawn earlier, would it have been fine?” Meanwhile, with the same strategy’s positions that were up on paper, I hadn’t really paid much attention at all. After a few

Lately I’ve been feeling a bit bored of looking at on-chain interactions. A lot of people are chasing airdrops, but honestly, there are more cases of people getting “rugged” than I thought. Look at those projects where you spend the gas fees, put in a lot of effort to interact—only to end up with nothing, not even a minimum guarantee, or it just goes to zero. It’s really heartbreaking.
My own habit is to first look at fund flows and whale behavior. If a project even has whales repeatedly doing small tests or treating things coldly, then I definitely won’t rush into it. After all, airdrops aren

I just cleared a batch of authorization records, and seeing those contract addresses from projects I’d long forgotten about made my scalp tingle. Honestly, the scariest thing on-chain isn’t a price drop—it’s signing something that’s a phishing site and not even knowing when you did it. I didn’t pay much attention to the recent NFT royalties back-and-forth, but after secondary liquidity got worse, new projects started doing airdrop signatures and whitelist authorizations just to attract users—and if you’re not careful, you fall right into a trap.
Anyway, I’m used to using a cold wallet for isol

Just took a quick look at some on-chain data on a certain chain: a small order of 0.1 ETH was surrounded and attacked by three bots, and the sandwich was eaten cleanly, with not a crumb left. And I started wondering—are these kinds of arbitrage opportunities you’re benefiting from by taking other people’s fees, or are you the one whose liquidity someone else is consuming? In any case, based on what I’ve observed, many of the “opportunities” that retail traders chase after seeing are really just traps designed by others.
Recently, the debate around privacy coins and mixers has flared up again;

I spent the whole afternoon sifting through on-chain data, and I found that a lot of projects are doing social mining—there are tons of points and badges, like collecting stamps. Honestly, spending your time digging into a few virtual badges is just not worth it; you’d be better off taking a look at what big holders are moving their money for. Recently, AI Agent and automated trading have also been really hot—lots of people are hyping the narrative—but when I checked contract security, some automated trading scripts didn’t even have the most basic protection against reentrancy. They really are

I just saw a transaction get stuck in the mempool for almost twenty minutes. Gas shot up to nearly three digits before it finally got included. Honestly, in moments like this, I end up watching the pending list instead—what the big players are抢ing, who’s canceling orders. It’s actually pretty interesting. On-chain congestion is like a mirror: it reflects everyone’s anxiety and calculations.
That NFT royalties argument recently was the same, too. Creators said they need to protect their income, while the secondary market claimed liquidity is the real lifeblood. The two sides kept bickering, but

Observe a phenomenon. A while back, there was a “rug pull” in the chain game space—there were already signs. On-chain fund flows have been getting slower and slower, fewer and fewer large new wallet addresses are coming in, but instead a bunch of studio-run accounts with small numbers are racking up transactions. In this kind of situation, if you chase a trending topic and jump in, chances are you’ll be the one left holding the bag for someone else.
Put simply, it’s an attention economy. Every time the spotlight moves to a new hotspot, it’s funds changing hands. The tighter you chase, the easi

Everyone gets it: cross-chain bridges, at bottom, are a trust-based “assembly line.” You lock assets on chain A, and chain B has to issue you a certificate. In between, it relies on verifying node sets, relay chains, and even oracles—every step can be a black box. Over the past couple of days, I’ve been looking at IBC’s design. The essence is to let chains directly verify each other’s state, removing one layer of “intermediary guarantees,” but the threshold is high, and not every chain is willing to support it. On the other hand, social mining and fan tokens follow a similar logic: if you beli

While monitoring on-chain data today, I suddenly thought of something: MEV—plainly put, it’s “cutting in line.” You work hard to place your order, but someone “smells” it in the mempool and executes first. You don’t even get time to react. It’s pretty surreal: on-chain is supposed to be fair, yet the “ordering” itself is a capital game. Sometimes I think those whales might not realize they’re just being used as prey by arbitrageurs—they think they’re trading, but really they’re feeding bots. Anyway, I’m not really able to accept this kind of rule that operates “outside the rules.” But if you s

The version update has happened, and my mindset has changed too. In the past, I always liked to figure out how those block builders’ bundles were actually put together, thinking that if retail users didn’t figure it out, they’d be at a disadvantage. Now I think that knowing what a bundle is—and that ordinary retail trades can get jumped in— is enough.
Anyway, when I scan on-chain, the moves by whales and those MEV robots—we can’t keep up. So I’d rather take care of myself first: don’t click weird links, don’t grant random permissions. Hardware wallets have been out of stock lately, which sho