LAURENCE FANG
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03 / MULTI-AGENT / QUANT

Trading Agents

Multi-asset quantitative decision workflows.INDEPENDENT WORK / 03

QUESTION

Coordinate market data, strategy signals, risk review and execution-oriented decisions without reducing the system to a chatbot wrapper.

METHOD

  1. 01Structured market-data handling and session-aware logic.
  2. 02Decision records, risk review and execution confirmation flows.
  3. 03Real-time workflow surfaces via APIs and WebSockets.

VERIFIABLE EVIDENCE

  • Chinese futures night-session and cross-day considerations.
  • Bar aggregation and strategy-signal handling.
  • Regression coverage spans 37 pytest files across real-time APIs, session rules, operator workflows and UI guards.

INTERPRETATION BOUNDARY

A research/engineering system; it makes no promise of investment returns or live trading performance.

TECHNICAL IMPLEMENTATION

PythonFastAPIWebSocketpytestREST APIs