Hualin Luan Cloud Native · Quant Trading · AI Engineering

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Quant Trading

English articles and guides tagged Quant Trading.

Quantitative system development practice 3/31/2026

Record of Quantitative Trading System Development (6): Architecture Evolution and Reconstruction Decisions

Review the five refactorings of Micang Trader, explaining how the system evolved from the initial snapshot to a clearer target architecture, and incorporated technical debt and ADR decisions into long-term governance.

Architecture Refactoring Technical Debt Decision Making Quant Trading
Quantitative system development practice 3/30/2026

Quantitative trading system development record (4): test-driven agile development (AI Agent assistance)

Starting from a cross-night trading day boundary bug, we reconstruct the test defense line of the quantitative trading system: defect-oriented testing pyramid, AI TDD division of labor, boundary time, data lineage and CI Gate.

Tdd Testing Ai Development Pytest Quant Trading
Quantitative system development practice 3/27/2026

Record of Quantitative Trading System Development (Part 3): Python Pitfalls Practical Pitfalls Avoidance Guide (Part 2)

Continuing to reorganize Python risks into a reference piece: how GUI lifecycles, asynchronous network failures, security boundaries, and deployment infrastructure affect the long-term stability of quantitative trading systems.

Python Pitfalls Qt Concurrency Security Quant Trading
Quantitative system development practice 3/27/2026

Quantitative trading system development record (2): Python Pitfalls practical pitfall avoidance guide (1)

Reorganize Python traps from a long list into an engineering risk reference for quantitative trading systems: how to amplify the three types of risks, syntax and scope, type and state, concurrency and state, into real trading system problems.

Python Pitfalls Quant Trading Debugging Best Practices
Quantitative system development practice 3/26/2026

Quantitative trading system development record (1): five key decisions in project startup and architecture design

Taking Micang Trader as an example, this article starts from system boundaries, data flow, trading-session ownership, unified backtesting/live-trading interfaces, and AI collaboration boundaries to establish the architecture thread for the quantitative trading system series.

Quant Trading Vnpy Architecture Python Ai Development