How Amms Price Assets
AMMs 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, 2026Amm
11 articles
Logistic Map Market Maker
Token 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, 2026How to Self-Audit Your Launchpad Protocol
A 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, 2026How to Build Your Own Token Launchpad
A 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, 2026How to Build a Bonding Curve on Solana
Build 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, 2026Who Is Paying to Stay Long on Hyperliquid? Funding Rate Data Across 204 Pairs on Binance
A 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 Uniswap
Big 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, 2026Dex Liquidity Shock Mean Reversion Trading
How 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, 2026Dex Market Maker Uniswap V3
How 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, 2026Rseth Wsteth Liquidity Shift Kelp Dao
What 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 Large Trades Fail on DEX - From 5% Slippage to 10% Price Crashes
Why 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