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Systems / Quant2026Paper-trading with live data

BitCo - Low-Latency Trading Engine

A Rust engine for Polymarket BTC markets where the risk manager can veto every single trade.

BitCo is a high-performance trading system targeting Polymarket's Bitcoin up/down prediction markets. The core is a single Rust engine that owns all live state and runs a decision cycle on every market tick.

The design rule that shapes everything: strategies never place orders. They only propose positions. The executor and the risk manager are the only components that can authorise an order - and the risk manager can block every entry.

Highlights

Centralised, event-driven core

One central Rust engine owns all live state and runs the decision cycle on every tick. Data flows exchange → collectors → in-memory state → strategy controller → risk manager → executor. Because there is a single owner of truth, there is no race between strategies fighting over the same capital.

Market data arrives over WebSocket from Bybit, Binance, Chainlink and Polymarket; a TimescaleDB store keeps the time-series history for research and audit.

Latency is a location problem

Past a point, you cannot out-code the speed of light. Deploying the engine in the same AWS region as the exchange dropped ping to 0.9 ms - a bigger win than most micro-optimisations, and the reason the sub-millisecond internal budget is even meaningful.

Safety-first execution

Live trading is opt-in through progressively riskier modes. Shadow mode runs the full decision path against real data but places nothing; small-live caps exposure; only full-live is unrestrained. The read-only Next.js dashboard exposes advisory controls - pause, resume, emergency stop, metrics - but cannot itself invent trades.

Outstanding work: Polymarket API validation and EIP-712 order signing for live execution.

Stack

Engine

  • Rust
  • Tokio
  • WebSocket feeds

Data

  • PostgreSQL
  • TimescaleDB

Research

  • Python
  • Backtesting

Dashboard

  • Next.js
  • TypeScript