DEX Liquidity vs Trading Volume: How to Measure Execution Quality
A practical framework for measuring DEX execution quality across trade sizes, separating reported activity from usable liquidity and exit capacity.
Category: Education
Mechanism-led explanations of custody, stablecoins, market structure and crypto due diligence.
Slippage vs Price Impact: How to Estimate a DEX Trade’s Cost
A numerical guide to what a DEX quote includes, what slippage tolerance protects, and how network costs change the final price paid for a swap.
Impermanent Loss Explained: When Fees Do Not Cover Inventory Risk
A liquidity position can earn fees and gain dollars while lagging its original assets; this guide measures the fee hurdle and the hidden costs.
DeFi Liquidations: How Collateral and Oracles Turn Into Losses
Health factor marks an eligibility boundary; worked examples show how debt, collateral prices, and executable liquidity determine liquidation losses.
Bitcoin Confirmations: Why Finality Depends on the Payment
A practical framework connects Bitcoin confirmation depth with irreversible payment exposure, verification quality and the cost of waiting for settlement.
Crypto Funding Rates and Futures Basis: What They Reveal About Leverage
Funding and futures premiums price exposure and financing constraints; this guide separates useful leverage evidence from unsupported price forecasts.
Bitcoin Transaction Fees: The Real Cost of UTXOs and Change
Bitcoin fee efficiency starts before a payment: input selection, future change and consolidation determine the lifecycle cost of moving a wallet’s funds.
Open Interest and Liquidations: Reading Crypto Leverage Without Guessing
Open interest can rise without new contracts, and liquidation notional is not account loss; this guide builds a reproducible framework for leverage data.
Bitcoin Nodes vs Miners: Who Enforces the Rules?
A four-part authority map explains Bitcoin’s checks and limits, with a hypothetical inclusion model showing why node counts cannot measure every risk.
Token Unlocks and FDV: How to Model Dilution Without Price Predictions
A worked framework separates circulating supply, potential selling and economic dilution so an unlock calendar does not become a false price forecast.