12 articles
Most Uniswap LPs lose money. Here is the research on why, from LVR mechanics to behavioral inertia to the Nash equilibrium that makes passivity rational.
July 18, 2026AMMs replace order book matching with a mathematical formula. Here is how the math works, what concentrated liquidity changed, and why every AMM is secretly a price importer.
July 3, 2026Token supply that changes on its own. How the logistic map replaces governance with a deterministic equation that mints and burns on-chain, with no price feed and no override mechanism.
June 25, 2026A practical framework for auditing your own Solana launchpad protocol. Covers exploit modules, invariant tests, account validation, economics, and the methodology used to find 4 critical bugs in the Chaotic Markets codebase before an external auditor ever touched it.
June 3, 2026A step-by-step guide to building a custom token launchpad — bonding curves, fee structures, graduation rules, and the architecture you need to control every economic parameter.
May 30, 2026Build a bonding curve from scratch on Solana using Anchor. Covers PDA design, fixed-point logistic map math, buy/sell instructions with royalties, and SPL token minting.
May 21, 2026A Python monitor that pulls live funding rates across all 230 Hyperliquid perpetuals and compares them against Binance. 141 of 166 cross-venue pairs skew the same direction. What the crowd is paying — and what the HIP-3 equity perp data actually shows.
May 9, 2026Big O time complexity analysis applied to Uniswap V3 smart contracts. How factory operations, pool lookups, and fee tier configuration scale as the protocol grows — and what it means for gas costs.
May 7, 2026How to detect isolated DEX liquidity shocks in real time and systematically fade them, betting that temporary AMM price impacts will revert. Full strategy design and implementation.
May 7, 2026How to build a DEX market maker in C++ that simulates Uniswap V3 liquidity provision in price bands, tracks fee earnings, and models how liquidity distribution changes as prices move.
May 7, 2026What happened to rsETH/wstETH liquidity and price in the hours after April 18, 2026: a block-by-block onchain analysis of the ripple effects on a thin Uniswap v3 pool, including 72.7% price impact, 108-second recovery, and what the aftermath reveals about AMM behaviour under stress.
May 7, 2026Why institutional-scale trades fail on DEX: at $10M+ notional, DEX slippage hits 10% and stays there. Data-driven analysis of the liquidity ceiling that routes large orders to OTC desks instead of Uniswap.
May 7, 2026