This framework emphasizes analyzing liquidity regimes, order book depth, leverage, funding rates, and on-chain flows to uncover hidden risks and market sentiment beyond price, enhancing digital asset trading strategies.

Layer 2 scaling reduces DeFi costs and boosts throughput but causes liquidity fragmentation and security trade-offs. Rollups, EIP-4844, MEV, and interoperability shape adoption, risks, and incentives.