Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.
3,736 documents
The document describes Humanoids, an Ethereum-based NFT collection of robotic characters, and outlines its two editions: Gen 1 and Gen 1.1. It compares the collection’s visual and collectible framing with CryptoPunks, while emphasizing its polished 3D…
This market snapshot links a sharp crypto price swing with changes in centralized exchange activity, DeFi lending flows, and miner behavior. It reports that spot trading volumes recovered after a brief decline, with Binance gaining share and Bybit trading…
This digital-asset market snapshot combines derivatives positioning, spot activity, order-book liquidity, funding, ETF flows, stablecoin supply, and DeFi lending conditions to assess a reported Bitcoin short squeeze. It describes shorts being liquidated more…
This market commentary surveys crypto conditions around the period following Ethereum’s Shapella upgrade. It describes a permit-signature scam risk: gasless token approvals can look like ordinary wallet signatures, making it difficult for users to recognize…
This podcast recap explains how real-world assets can be represented on blockchains, with examples including real estate, commodities, stablecoins, and Treasury-backed products. It presents tokenization as a way to broaden access, improve transferability,…
This market snapshot connects crypto news and on-chain activity with spot-market, decentralized exchange, lending, and network indicators. It notes that BTC and ETH pairs remained prominent in centralized exchange dollar volume, while Binance’s share of…
This document describes an adapter for collecting DeFi data from EVM blockchains and making it available through a trading system’s data model. It covers historical and live block feeds, DEX pool discovery, pool event replay, snapshots, and an experimental…
The document describes an institutional data product for analyzing stablecoins across blockchains, decentralized finance, and centralized exchange venues. Its stated analytics include transfers, minting and burning, wallet activity, supply changes,…
This tutorial describes a grid market-making strategy for dYdX v4. It places buy and sell limit orders at geometrically spaced prices around the mid, then shifts the full grid according to net inventory: a long position moves quotes lower, while a short…
Chiliz is described as a blockchain-based sports fan engagement platform. Its native CHZ token is used to acquire team-specific Fan Tokens, which participating clubs can configure to provide perks such as events, memorabilia, or voting on selected team…
This product update describes two types of on-chain data for analyzing decentralized finance activity. Lending and borrowing summaries aggregate deposits, borrows, protocol revenue, liquidations, and withdrawals across protocols, assets, and chains, with…
The document describes two risks institutions may encounter in decentralized finance: scam tokens, especially liquidity-draining rug pulls, and crypto assets connected to illicit activity. It argues that blockchain data can support token due diligence by…
This report section reviews DeFi activity and security incidents in 2025. It frames the year through several measures: total value locked (TVL), lending utilization, liquidations, decentralized exchange volume, and major protocol exploits. It argues that…
The article explains how data supports several spot Bitcoin ETF functions: calculating net asset value (NAV) and intraday indicative value, checking reserves, and helping authorized participants trade around price deviations. Because Bitcoin trades…
This article explains how to combine centralized exchange market data with blockchain data through multiple Model Context Protocol servers. Exchange tools provide prices, candles, and order books; on-chain tools can reveal transfers, holders, decentralized…
This market snapshot examines the February 2024 crypto rally through spot-market activity, ETF flows, decentralized exchange volumes, lending deposits, miner supply behavior, and Bitcoin net unrealized profit and loss (NUPL). It presents the view that ETF…
This overview explains a set of Ethereum indicators grouped around market tops and bottoms, sentiment, and user activity. Price measures include the 50-day and 200-day moving averages, a 200-week average, and the Pi Cycle comparison between the 111-day…
This study builds separate XGBoost models to predict next-day Ethereum volatility from activity in the USDC, USDT, and DAI lending ecosystems. Features include lagged borrowing, repayment, and flash-loan measures, plus seven-day averages. It uses time-series…
The document outlines methods for investigating suspicious cryptocurrency activity through transaction graphs, address clustering, and tracing funds across chains. It explains that investigators may infer common control from shared transaction inputs, but…
The report explains how AAVE v2 liquidators repay part of an undercollateralized loan and receive collateral with a protocol bonus. It examines stablecoin debt backed by ETH from 2021 to 2023, relating liquidation activity to ETH price drops and volatility.…
This market snapshot examines a sharp crypto selloff and its effects across centralized exchanges, decentralized trading, lending, and on-chain sentiment measures. It reports that spot and Uniswap V3 activity surged during the August 5 decline, with…
The article explains why Bitcoin’s eventual supply is below the often cited 21 million cap. Because rewards are paid in whole satoshis and halving uses integer rounding, the scheduled issuance itself ends slightly below that figure. The article then…
The article surveys common cryptocurrency frauds, grouping them into attempts to gain access to a wallet and schemes that persuade victims to transfer assets. Examples include fake websites and apps, phishing, pump-and-dump promotions, romance and Ponzi…
This report examines whether Bitcoin blockchain, exchange, investor, and miner measures move alongside price volatility in bull and bear phases. It groups indicators into institutional valuation and unrealized-profit measures, exchange liquidity and ETF…