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System Design

The system is designed for deterministic local use by GitHub users. Every default workflow runs with synthetic data and simulated execution.

Core rules

  • Typed events or typed interfaces connect modules.
  • Risk checks run before execution.
  • Orders have an auditable lifecycle.
  • Artifacts are written locally and consumed by reports, dashboards, and API services.
  • No v1 workflow requires broker credentials or paid data.

Local flow

  1. Generate synthetic OHLCV data.
  2. Run a strategy through the backtest or paper engine.
  3. Produce orders, fills, positions, PnL, and risk events.
  4. Persist manifests, Parquet tables, and event logs.
  5. Read the resulting artifacts through reports, dashboard, and API.

Boundary discipline

  • Python orchestrates.
  • Rust provides deterministic core primitives.
  • .NET inspects artifacts and surfaces run metadata.
  • C++ remains optional and non-essential to the default demo.