top of page


Activity Is Not Resilience: A Framework for Analyzing Digital Asset Market Structure
The framework distinguishes transient activity from true resilience in digital asset markets by analyzing liquidity quality, order book depth, participation diversity, leverage risks, and protocol security for informed risk assessment.
Sep 114 min read


Assessing Digital Asset Market Structure: Liquidity, Leverage, and Sentiment
This document outlines a framework to assess digital asset markets by analyzing liquidity, leverage, and sentiment, emphasizing their impact on risk, volatility, and trading strategies.
May 103 min read


Assessing Crypto Market Structure: Liquidity, Leverage, and Sentiment
This document analyzes crypto market structure by examining liquidity, leverage, and sentiment through on-chain metrics, stablecoin flows, market depth, open interest, perpetual futures, liquidations, and sentiment indicators to enhance risk assessment and decision-making.
May 34 min read
January’s Blockchain Breakthroughs: Signals That Matter for Liquidity, Leverage, and Adoption
January’s blockchain advances reveal shifts in liquidity, leverage, and adoption, highlighting rising stablecoin liquidity, increased leveraged trading, Layer 2 scalability, governance risks, on-chain derivatives growth, and AI integration.
Jan 304 min read
bottom of page
