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Knowledge library

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.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
Quantpedia
86 documents
TqSdk
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Quantopian lectures
45 documents
Binance API docs
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

36 documents

Paradigm research

This account explains how publicly visible pending transactions can expose profitable opportunities to generalized frontrunning bots. The example is a recovery attempt for liquidity tokens accidentally sent to a Uniswap pool. Because anyone could call the…

CryptoDeFiOn-chain dataExecution
Paradigm research

The document frames financial technology as a force that changes market structure over time. It traces earlier electronification through episodes such as the 1960s securities paperwork crisis, which helped spur electronic trading and centralized securities…

Market microstructureExecutionCryptoDeFi
Paradigm research

Paradigm’s comment on a CFTC rulemaking supports flexible, principles-based regulation of prediction markets. It opposes reviving an economic-purpose test developed for traditional agricultural futures, arguing that applying it to modern event contracts…

Event-drivenFuturesExecutionMarket microstructure
Paradigm research

The document explains EIP-2593, which lets a user specify a starting bid, a starting block, a maximum bid, and a final block. The bid rises over time until the transaction is included or reaches its limit. This automates the fee bumping users might otherwise…

CryptoExecutionMarket microstructure
Paradigm research

The document explains how mistX submits decentralized exchange trades through Flashbots bundles instead of Ethereum’s public mempool. Because a bundle is executed atomically and placed at the start of a block, the approach can shield a trade from public…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The post introduces Reth, an open-source Ethereum execution client written in Rust, and explains its design aims: performance, modularity, configurable resource tradeoffs, and support for node operators with different needs. Its components are intended to…

CryptoExecutionMarket microstructure
Paradigm research

The article explains why generating zero-knowledge proofs can be computationally expensive and identifies multi-scalar multiplications and fast Fourier transforms as common bottlenecks. It describes their different hardware demands: multiplications can be…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The document explains intents as signed, declarative constraints that state a desired outcome while allowing a third party to choose how to execute it. This can simplify blockchain interactions, support batching and order matching, and enable flexible gas…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The document explains miner extractable value (MEV) as profit available to block producers through transaction inclusion, exclusion, or ordering. Using decentralized exchange arbitrage, it shows how searchers compete for profitable transactions through fee…

CryptoDeFiArbitrageExecution
Paradigm research

The document introduces the time-weighted average market maker (TWAMM), an Ethereum mechanism for executing large orders over time. It divides a long-term order into continuously accruing virtual trades that interact with an embedded constant-product AMM.…

CryptoExecutionMarket makingMarket microstructure
Paradigm research

This account describes a smart contract flaw that allowed tokens to be minted without cost and exchanged for Ether held by a DeFi protocol. Because transactions sent publicly could be copied or front-run, the discoverers avoided both exploiting the issue…

CryptoDeFiOn-chain dataMarket microstructure
Paradigm research

The document presents Cosmos as a framework for building application-specific blockchains, or Zones, and connecting them through the Inter-Blockchain Communication protocol. Unlike a shared execution platform, each Zone chooses its own security arrangements…

CryptoDeFiMarket microstructureExecution
Paradigm research

The document describes a proof of concept that replaces Tendermint, Cosmos’s consensus engine, with Narwhal and Bullshark while retaining compatibility with Cosmos applications through an ABCI and RPC shim. It explains how a Cosmos node normally passes…

CryptoMarket microstructureExecution
Paradigm research

This article examines how NFT mint designs can expose buyers to unfair allocations, high transaction costs, and network congestion. It describes exploits that combine metadata analysis with weaknesses in randomness or mint controls: in examples involving…

CryptoOn-chain dataExecutionMarket microstructure
Paradigm research

This document presents MEV taxes: smart contract fees tied to a transaction’s priority fee. Under competitive priority ordering, searchers bid for valuable transaction opportunities through priority fees; an application can charge an additional fee based on…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The document presents a decentralized auction design intended to reduce last-look advantage, where a participant can submit or cancel a bid later than others after seeing market information. Participants send signed, threshold-encrypted bids to one another…

CryptoMarket microstructureExecutionDeFi
Paradigm research

The article proposes a way to compare blockchain performance by measuring transaction latency and throughput together. Latency should reflect the time to valid confirmation, including the extra depth needed when a transaction can be reorganized. Throughput…

CryptoStatisticsMarket microstructureExecution
Paradigm research

The document frames blockspace as a scarce resource sold through a decentralized market. Users signal demand with transaction fees, while miners supply transaction inclusion and network security. It applies market-design criteria—depth, safety, and…

CryptoMarket microstructureExecutionDeFi
Paradigm research

This roadmap presents the Reth team’s view of what Ethereum should prioritize after Pectra, with a proposed Fusaka release in the third quarter of 2025 focused on scaling layer-2 networks. Recommended work includes PeerDAS and a higher blob target, EVM…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The document outlines Reth’s proposed route to higher Ethereum Layer 2 throughput and recommends measuring EVM performance in gas processed per second. It describes a scaling program that combines single-machine improvements with architectures that…

CryptoExecutionMarket microstructureStatistics
Paradigm research

The document explains how MEV-Boost connects Ethereum block builders, relays, and proof-of-stake proposers, and how this process interacts with consensus timing. Builders assemble transactions, relays validate blocks and provide bids, and proposers select…

CryptoMarket microstructureExecutionRisk management
Paradigm research

This paper proposes private prediction markets that let institutions pay for early signals about opportunities they can pursue, such as signing an artist or commercializing research. A sponsor supplies liquidity and alone sees prices during a temporary…

Market makingRisk managementExecution
Paradigm research

The document presents the Reth team’s evolving view of Ethereum execution-layer priorities after Cancun. It favors staking-related changes and isolated EVM upgrades, particularly proposals for contract-controlled validator actions, deposit handling,…

CryptoMarket microstructureExecutionRisk management
Paradigm research

The document proposes replacing Ethereum’s MEV-Boost relays with direct, private communication between block builders and proposers. Its design uses silent threshold encryption with validators’ existing BLS keys: a builder encrypts a proposed block for a…

CryptoMarket microstructureExecutionOn-chain data