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.
19,452 documents
The document describes a daily classification approach for detecting positive momentum, negative momentum, or normal conditions in Bitcoin, Ethereum, and Litecoin. It uses historical prices and technical indicators as features, then compares classifiers…
The article compares crypto exchanges using security practices, fee structures, product range, geographic availability, transparency, and customer support. It profiles Kraken, Coinbase, Gemini, Crypto.com, Bitget, and Bybit, describing distinctions such as…
This documentation explains how Hummingbot’s history command summarizes trading activity, asset inventory, pair prices, fees, and performance. It defines average execution price as total quote volume divided by total base volume, then compares the current…
This introductory guide explains bull markets as sustained rising-price environments and bear markets as prolonged declines accompanied by weaker confidence. It connects market direction with investor sentiment and outlines several discretionary approaches:…
The document explains how decentralized exchanges can use liquidity pools instead of a conventional order book. Liquidity providers deposit crypto assets into smart contracts, creating reserves that traders can exchange against. Automated market maker…
This market snapshot discusses three digital-asset themes: institutional Bitcoin adoption, prospective uses for autonomous AI systems in decentralized finance, and tokenization of real-world assets. Its Bitcoin analysis describes a sharp rise above $100,000…
This podcast account follows Michael Dunn’s move from fixed-income and equity trading into crypto derivatives and Bitnomial’s effort to build a regulated U.S. exchange and clearing infrastructure. It describes exchange components such as matching engines,…
This market newsletter combines digital-asset developments with indicators and market commentary from October 2024. It reports growth in OpenEden’s tokenized U.S. Treasury vault, contrasts Bitcoin and Ethereum ETF assets and flows, and describes a recovery…
The document presents a proposed one-minute crypto strategy using moving-average crosses to open and close long or short positions. Long entries require a fast-over-slow cross alongside upward slope and alignment filters; short entries reverse those…
The article describes a way to collect exchange ticker data concurrently while a JavaScript trading strategy runs. A separately compiled Go program acts as a protocol plugin and repeatedly requests market data, stores the latest ticker response, and serves…
This five-minute crypto strategy combines entry conditions drawn from two named Bollinger Band approaches. One setup looks for a sharp downward move below a 40-period lower band, with price change, candle tail, and closing-price conditions used to qualify…
The article explains stablecoins as crypto assets designed to track another asset, usually the US dollar, and distinguishes reserve-backed tokens from algorithmic designs. Reserve-backed tokens depend on the issuer holding assets intended to support…
The article explains how Bitcoin halvings reduce the issuance of new coins and considers possible effects on price and mining. It describes the expected block reward reduction and argues that a supply decrease could support prices if demand does not fall by…
This weekly market recap reviews Bitcoin and Ether derivatives conditions, including realized volatility, implied-volatility term structure, skew, option flows, and dealer gamma. It describes weak spot prices alongside subdued realized volatility, while…
The article explains why financial institutions need direct on-chain data alongside market data, then identifies four obstacles: many changing data sources, protocol differences, complex processing, and scarce specialist talent. It describes how smart…
This document introduces a digital-asset trading library that combines an existing spot-trading template with futures support for OKCoin and BitVC. Its main teaching is operational: futures orders require contract selection and position-aware handling that…
This technical overview compares three API key types used to authenticate exchange requests: Ed25519, HMAC, and RSA. Ed25519 and RSA use asymmetric cryptography: the client keeps a private key to sign requests and shares a public key for verification. HMAC…
This market recap describes how a sharp crypto decline affected BTC and ETH options. It reports rising realized volatility, a larger response in short-dated implied volatility than in longer maturities, and an inverted term structure after spot fell. The…
This document describes a MetaTrader workflow that records historical real ticks once, then replays them in mathematical mode for strategy testing. Sharing a tick file among optimizer agents is intended to avoid repeated data writes and reduce the time spent…
This discussion examines how starting portfolio composition can distort a simple account-value profit calculation for a cryptocurrency strategy. It compares two accounts following the same price move: one begins with a bitcoin and no cash, while the other…
The document explains how crypto data aggregators combine information from centralized and decentralized exchanges into normalized time series. It frames fragmentation across venues, trading pairs, and blockchains as an infrastructure problem for…
This guide explains how to connect Hummingbot to GRVT, a self-custodial perpetual futures venue with central limit order book matching, and outlines its authentication, funding, fee, instrument, and order settings. It also walks through using Hummingbot’s…
This recap describes Hummingbot Miner’s first year, during which token issuers used rewards to attract decentralized market makers. It reports campaign participation, reward payouts, filled trading volume, and activity across Binance and a new KuCoin launch.…
This podcast summary discusses crypto market structure, decentralized finance, governance, and emerging chain ecosystems. Its trading content centers on automated arbitrage between centralized exchanges: bots use exchange APIs to act on price differences,…