The Mechanics of Perpetual Liquidation Engines: How Size Matters
Perpetual liquidations follow a mechanical sequence, and position size relative to market depth decides whether a forced exit is absorbed or becomes a cascade.
Articles tagged "Liquidity"
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Daily Note · 11 Oct: Depth Rebuilt Unevenly
Bitcoin and ether held still while total market capitalization slipped and volume contracted. A year after 10/10, depth has been rebuilt at the top, not underneath.
Daily Note · 10 Oct: Liquidity Rebuilt Unevenly
Price stayed quiet while the structure underneath split: deep bitcoin and ether books, thin altcoin books, and a sentiment score rising on falling volume.
What Real Basis Trading Looks Like When Spot and Futures Prices Diverge
The spread between spot and futures prices is not a mispricing to be exploited. It is a price for time, capital and risk, and basis trading is the work of being paid to carry it.
Flash Loans and the Illusion of Liquidity in DeFi
Flash loans allow traders to borrow enormous sums with no collateral, but the liquidity they create is temporary and self-erasing, existing only within a single atomic transaction.
How Taker and Maker Fees Shape Market Behavior
Taker and maker fees aren't just pricing details - they're an incentive structure that shapes order book depth, liquidity, and how aggressively traders act.
Daily Note · 23 Sep: Old Wallets, New Rotation
Bitcoin gave back its retest of Monday's high as capital rotated into BCH and ZEC, while a $75M ether transfer from long-dormant FTX-linked wallets added a second, unrelated source of unease.
What Happens When Fed Decisions Move Into Crypto Markets
Fed decisions don't move crypto through sentiment alone - they move it through a structural chain of liquidity, funding costs, and leverage that traders can actually observe.
Why Yield Farming APY Hides Impermanent Loss
Advertised APY is a gross number. Why impermanent loss is the hidden cost behind yield farming returns, and how price divergence quietly erases the yield.
What Happens When Token Unlocks Hit Exchanges
What happens when token unlocks hit exchanges? Unlocked supply only moves price once it reaches an order book. The chain from wallet to liquidation cascade.
About this tag
Liquidity is the layer of resting orders sitting at specific price levels - bids stacked below, asks stacked above, stops clustered around obvious structure. Market liquidity in crypto is rarely uniform. It pools in pockets, thins around news, and rebuilds asymmetrically after every move. Most short-term price action is the market reaching for it.
A liquidity sweep is the visible signature of that reach. Price extends past a prior high or low, fills the resting orders parked there, then reverses once the fuel is gone. The wick is the receipt. Sweeps explain why obvious levels rarely hold cleanly, why stops get hit before the move continues, and why "support" and "resistance" look different on the tape than on the chart.
This tag collects observations on how liquidity moves price. Order flow at depth. Structural sweeps across sessions. Pockets where price gravitates because nothing is in the way. Cascades when forced sellers and thin books meet on the same side. Stablecoin depegging as a liquidity event rather than a credit one. The hidden architecture that decides whether a breakout extends or unwinds within the hour.
The framing is mechanical, not directional. Liquidity does not predict where price goes - it describes where price has reason to go. Notes here document the patterns: where books thin out, where stops cluster, how depth behaves around macro prints, and what the wicks tell you after the fact. Read it as field notes from watching order books, not as signal.