RHUDE LABS

System Architecture v1.0

Rhude Labs

High-Performance Quantitative Execution Engines

Rhude Labs engineers low-latency data pipelines, event-driven execution systems, and containerized cloud architecture designed for continuous market analysis.

Contact Engineering
System Architecture v1.0 Sub-second API execution routing, real-time telemetry, and automated risk circuit breakers.

CORE SYSTEMS

Quant Engineering Pillars

Architecture details across execution, ingestion, and isolated cloud deployment.

EXECUTION

Execution Routing

WebSocket and REST API execution routers with automated order reconciliation and state-desync safeguards.

AUTOMATED SYSTEMS

Event-Driven Engine

Asynchronous order execution and real-time trade event handling optimized for speed and predictable throughput.

CLOUD ARCHITECTURE

Cloud Architecture

Containerized Python microservices deployed on isolated AWS cloud instances with Cloudflare edge protection.

RISK CONTROLS

Risk & Telemetry

Real-time execution telemetry, intraday drawdown circuit breakers, and state-desync prevention protocols.

ARCHITECTURE HIGHLIGHT

State-Desync Mitigation

Our execution engine implements dual-state WebSocket sequence tracking paired with REST polling backstops to reconcile local order books against exchange state typically within tens of milliseconds during connection drops.

TRADING ENGINE TECH STACK

  • Python 3.12
  • FastAPI
  • Asyncio
  • WebSockets
  • AWS Lightsail
  • Docker
  • Ubuntu 24.04
  • Nginx
  • Cloudflare

INFRASTRUCTURE

Technology & Stack

Cloud-native architecture engineered for throughput, fault tolerance, and reliable latency under production market conditions.

  • AWS Lightsail + Cloudflare

    Cloudflare-fronted edge routing with isolated containerized deployment.

  • Containerized Microservices

    Isolated services for research, ingestion, execution, and risk.

  • Distributed Data Pipelines

    Parallel stream processing across real-time market data feeds.

  • WebSocket Streaming

    Bidirectional real-time channels for telemetry and order state.

architecture.spec.yaml 
# Rhude Labs — Lightsail Stack
runtime:
  platform: aws lightsail
  os: ubuntu 24.04
  edge: cloudflare

compute:
  runtime: python 3.12 / fastapi
  workers: asyncio event loops
  containers: docker

services:
  - market-data-gateway
  - execution-engine
  - risk-controller
  - nginx reverse-proxy

streaming:
  protocol: websocket + rest
  routing: sub-second API execution
  telemetry: real-time + automated risk circuit breakers

status: architecture v1.0

ABOUT

About Rhude Labs

Founded in 2026 by Terrence R., Rhude Labs is a Nevada-based independent quantitative software studio building automated execution engines, risk controls, and cloud infrastructure for digital asset derivative markets.

CONTACT

Contact

Inquiries & Technical Contact: quant@rhudelabs.com