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
This documentation describes vaults built on HyperEVM using CoreWriter and precompiles. Builders can create and tokenize vaults with customizable accounting, and may follow standards such as ERC-4626. The described design supports onchain read and write…
This documentation explains how Hummingbot Gateway connects to Orca, a Solana-based decentralized exchange. It describes support for legacy automated market maker pools and Whirlpools, which use concentrated liquidity. Users configure a Solana wallet and…
This market snapshot reviews several crypto themes: a sharp contraction in AI-agent token capitalization alongside rebounds in a few assets, relative strength in DeFAI, and a newly announced WLFI fund focused on major crypto assets. It also discusses…
This market snapshot reviews several digital-asset areas: centralized exchange share, spot price moves, futures long-short ratios, DeFi lending activity, and blockchain transaction patterns. It describes Binance losing exchange-volume share after regulatory…
The article outlines ways decentralized finance and smart contracts could alter financial institutions beyond offering new digital asset exposure. It describes decentralized data storage as a possible way to reduce reliance on centralized data centers, and…
This guide explains how a trading platform can connect to Ethereum and TRON through Web3 exchange objects and use RPC calls and smart contract methods. It covers node and key configuration, ABI registration, wallet and token queries, transfers, allowances,…
The article explains how an Ethereum contract can request off-chain data through Chainlink and use Amberdata as a source for market and blockchain information. It outlines the request lifecycle: fund the deployed contract with LINK, submit a request…
The article explains why investment managers entering digital assets need consolidated data on markets, liquidity, risk, and blockchain activity. Crypto trading is spread across global venues that operate continuously, with each venue using its own changing…
This market update reviews spot exchange activity, Uniswap v3 pool volumes, DeFi lending, and Bitcoin network indicators. It highlights stablecoin-to-asset pools as a major source of Uniswap v3 trading volume, and proposes tracking new stablecoins’ pool…
The webinar summary outlines how data and infrastructure providers support institutions working with digital assets. Its central points are that blockchain data is unusually transparent, institutional interest in blockchain and digitally native finance…
This introductory article outlines four blockchain themes: Bitcoin’s shared public ledger, Ethereum-style smart contracts, zero-knowledge proofs for privacy, and decentralized services for storage, messaging, and network access. It explains how a distributed…
This article introduces four ways portfolio managers can adapt familiar valuation concepts to blockchain assets. A discounted cash-flow approach replaces conventional corporate cash flows with protocol value accrual, such as transaction fees or staking…
The document introduces NFTs as blockchain tokens whose metadata points to a file or other asset. It distinguishes ownership of the token from copyright or other intellectual property rights: buyers can generally verify and transfer the token’s ownership,…
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 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 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 podcast recap discusses Rated’s work on Ethereum proof-of-stake infrastructure data. Validator assessment uses real-time and historical measures such as uptime, efficiency, and protocol adherence to give operators context for improving performance. The…
This article recounts the 2025 Bybit theft and describes how the attackers reportedly compromised the Safe wallet interface, deceived signers, and changed the wallet implementation before moving the assets. It outlines subsequent laundering through…
This webinar recap reviews digital-asset market indicators around Q2 2024, covering Bitcoin exchange-traded fund flows, spot trading, DeFi lending, blockchain transfers, and tokenized real-world assets. It reports that Bitcoin ETF flows cooled in Q2, with…
The document explains how lending market metrics can help track activity across protocols and networks. It discusses total value locked (TVL), deposits and withdrawals, borrowing and repayments, liquidations, stablecoin use, and user activity. These measures…
This report section examines Ethereum’s 2024 market structure using ownership concentration, holder and supply buckets, liquid balances, and valuation measures such as MVRV and NUPL. It compares Ethereum’s concentration patterns with Bitcoin’s and discusses…
The document outlines nontraditional ways to study NFT projects, using CryptoPunks as its example. It proposes tracking unique holder wallets to gauge ownership distribution and concentration, and first-time buyers to assess whether new participants are…
The article outlines how Amberdata datasets can be accessed through Snowflake, Google Analytics Hub, and Databricks. It frames these integrations as a way for institutional researchers and traders to work with historical and fresh digital-asset data using…
This market report surveys Bitcoin’s first quarter of 2025, linking sharp price movements to macroeconomic developments, regulatory news, security events, and institutional activity. It discusses a peak near $109,000, subsequent pullbacks, a major exchange…