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Aug 9, 2026

: DeFi, Ethereum, Blockchain,

A Large DEX Order Is a Sequential Control Problem

Earlier posts isolated pool mechanics, dynamic fees, and liquidity response. This study uses the same lab for a different question: how to execute ...

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Aug 4, 2026

: DeFi, Statistics, Rust, R

How I Turned AMM Logs Into a Causal Pipeline

The previous post reported the headline: no large short-run liquidity exit after UNIfication. This is the methods companion—how that reading was ea...

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Aug 2, 2026

: DeFi, Ethereum, Blockchain, Web3, Statistics

When the Fee Switch Turns On, Does Liquidity Walk Away?

The pool series measured one layer at a time; dynamic-fee simulations asked whether state can price toxic flow. Part V tests a different margin: wh...

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Jul 28, 2026

: DeFi, Blockchain, Web3

After Uniswap v4 Went Live. The Pool Is No Longer the Whole Market.

Overview. Schematic only. Hooks are opt-in modules around a concentrated-liquidity pool; simple pools can remain simple. Not measu...

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Jul 26, 2026

: DeFi, Blockchain, Web3

When the Book Keeps Moving. What Hyperliquid Lets Outsiders Reconstruct.

Hyperliquid first shows up as a price story.

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