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Microstructure

Market microstructure, order book and aggregate liquidity.

4 reports

Research-0029 · 28 Jul 2026 · 47 min

IDLESIGNALPENDINGFILLEDREJECTEDCOOLDOWNKILL SWITCH · FROM ANY STATE → HALTED

Finite-State Machines for Quantitative Trading Execution in Python: From Knight Capital to LangGraph

The Knight Capital disaster was a state failure. How to model strategy execution and the order lifecycle with finite-state machines in Python: guards, kill switch, cooldown, transition testing, and the bridge to LangGraph.

  • Microstructure
→

Research-0006 · 17 May 2023 · 6 min

Price Discovery & Arbitrage Pricing Theory

In this article, we will develop all the fundamentals of Arbitrage Pricing Theory (APT) and price discovery processes.

  • Arbitrage
  • Liquidity
  • Microstructure
  • Price Discovery
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Research-0003 · 02 May 2023 · 5 min

Uses of Volatility and Current Volatility - VIX1D

Although the general public tends to have a misconception about one of the most common uses of volatility, which is to assume its predictive effect on future volatility or asset price movements

  • Microstructure
  • Volatility
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Research-0001 · 21 Apr 2023 · 5 min

Introduction to Volatility - Liquidity

In this upcoming series of articles, we will delve into the concept of volatility. We will begin by studying its theoretical framework in detail, then explore its causes, effects, and consequences.

  • Liquidity
  • Microstructure
  • Stochastic Processes
  • Volatility
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Python Trading Course

Learn to trade with code. 8 levels · 106 lessons · 750–850 h · No sign-up

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Risk disclaimer

Educational and research content. Nothing published here is investment advice or a recommendation to buy or sell. Trading financial markets involves risk of loss of capital. Past results, real or simulated, do not guarantee future results. Disclaimer.

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