SlippageAfterTheRain

Yesterday, I looked at a bunch of address profiling tools, tags, and clustering that look pretty impressive, but honestly, they can only be used as "clues," not as definitive judgments. Many wallets are just batch splitting, going through a few relays, and even the same person can change style over time. When tools cluster them, they just slap a "smart money/institution" label on you, which I really don't trust much. My approach is still old-fashioned: first check if the fund flow is smooth, whether there are fixed entry and exit points, and what contracts have been interacted with, then combi

Nigeria's regulation, foreign exchange, and cash flow management are all pitfalls; don't let the "growth illusion" lead you astray in expansion.

Those who treat speculation as investment ultimately become contributors to the market's tuition fees.

These days, I saw someone again claiming that "increasing stablecoin supply = OTC funds flowing into ETFs" as an ironclad rule, but frankly, correlation does not equal causation. The rise in stablecoins could be due to market makers, cross-exchange arbitrage, on-chain lending, or it might just be that everyone is stockpiling ammunition but not pulling the trigger, or even that risk control has moved funds to better settlement places... I personally follow the old rules: record the source, buy and sell in batches, set stop-losses, and don't get caught up in a curve's rhythm.
My colleague also

While shouting about the Web3 gaming revolution, all you see are ROI charts—too real.

Recently, memes have been extremely lively, and everyone in the group is talking about narratives and consensus. I’ve actually stopped chasing explanations now... Many times, it’s just randomness; trying to find reasons will only deceive yourself. To put it simply, I rely on execution: before entering, set a price/time where I admit I was wrong, and if it breaks, I leave—don’t wait for a plot twist; keep positions small, buy and sell in batches, better to miss out than hold through a loss.
By the way, the NFT royalty debate is also quite similar: everyone wants creator income and secondary liq

Buying ATH = Paying someone else's tuition, especially for memes; don't mistake luck for skill.

Once this type of maturity wall encounters an economic slowdown and credit spreads widen, it will quickly shift from being "expensive" to "unobtainable."

Recently, I’ve seen several people fall for phishing links again, hardware wallets are out of stock and hard to get, and security awareness has improved, but many people only focus on “don’t lose your private key,” ignoring the chronic danger of contract authorization. Especially those that immediately ask you to “approve unlimited,” I used to take the easy way out too, but later I forgot to revoke when changing accounts or projects, effectively leaving a long-term pass for strangers’ contracts.
Now I treat revoking permissions like brushing my teeth before bed: after completing an interaction

Immediately pulling back after sweeping the 640 liquidity shows a strong indication of buying sentiment.

Lately I've been torn again: there's a sense of security with the mainnet, but as soon as I see gas fees I want to close the page; L2 experience is much smoother, but whenever I hear news about cross-chain bridge hacks, I reflexively pause for a couple of days. Others think I go to L2 to "make more money," but in reality, it's just to save time and hassle—so I don't have to treat every operation like paying taxes.
My current compromise approach is pretty crude: for large and long-term assets, I try to keep them on the mainnet; for small, experimental, and frequent interactions, I use L2; if I

Lately, I've really been overwhelmed with information, with a bunch of screenshots and KOLs chatting live in the group, emotions being driven along, almost clicking to buy. Later I thought about it, impulsively placing an order is basically still my own decision; the group and KOLs are at most "noise sources," blaming anyone is useless.
Now I force myself to do a small action: when I see a target I want to rush into, I first put it into my notes, write a sentence "Why do I have to buy now," then close the trading page and do something else, at least wait 15 minutes. If I still want to buy afte

Maintain the rhythm, save your bullets for a clearer opportunity to fight tomorrow.

There are people achieving 100x every day, and there are people hitting zero every day. Remember to control your hands first.

Every year during tax season I regret it: why didn't I honestly keep records back then... Now my simple method is: export from the exchange once a week, for on-chain transfers just quickly jot down txhash, time, counterparty address, notes into a spreadsheet, and keep a screenshot (don’t find it troublesome, it really saves your life at year-end). Also, for airdrops or staking income, don’t just note "received," it’s better to clarify roughly how it came about at the time, or else you'll forget in a few months.
Someone asked: Isn’t there an on-chain data tool that can automatically tag things?

I just took a look at the contract of a yield aggregator, and the APY on the page looked pretty attractive. But after clicking in, I found a bunch of "auto rebalancing" and "re-staking" features—basically, putting your money into someone else's strategy to run. Who holds the contract permissions, what pools are connected at the bottom layer, and who bears the risk of bad debt or de-pegging—if these aren't clearly specified, I’ll just walk away. Don’t tell me about "smart optimization."
Recently, AI agents and automated trading are also very popular. Many projects boast "fully automatic profit-

This wave of ETH bearish structure is too obvious; let's follow the trend.

Recently, I went back through my wallet’s authorization history and found that several projects from back then that said “charge subsidies first” still have unlimited approvals… Basically, it’s the same as not locking the door—nothing goes wrong most of the time, but once something happens, it’s hard to sleep soundly. Revoking permissions is as important as sleeping: you can still get by without doing it, but after you do it, your mind feels a lot steadier.
Now Layer2 is comparing TPS, fees, and ecosystem subsidies every day, and the noise is pretty lively. Ironically, I’m even more afraid tha