Strategy execution engines with clear signal handling and order routing.
Trading engineering
Custom trading bot development for Canadian teams that need engineering discipline, not generic scripts.
Sun Cluster builds custom trading bots with broker and exchange API integrations, risk controls, paper trading, monitoring, and private deployment for clients in Canada.
01
Private builds for crypto, forex, and stock trading workflows.
02
Engineering-first delivery with requirements, architecture, build, testing, and handoff.
03
Designed for traders, research teams, and firms that need a system they can actually operate.
Trading system view
System outline
01
Signal intake
Strategy · webhook
02
Risk controls
Limits · validation
03
Execution layer
Orders · routing
04
Operational view
Logs · monitoring
AlpacaIBKROANDAMetaTrader 5
What we build
Trading automation shaped around your strategy and execution requirements.
We turn the parts of your trading workflow that need repeatable execution into maintainable software, with defined testing, integration, and operating boundaries.
Explore all servicesRisk controls such as position sizing, trade limits, circuit breakers, and alerting.
Paper-trading and test environments before live deployment.
Private dashboards, logs, and monitoring when the workflow needs visibility.
From requirements to a working system
Requirements and scope
Trading workflow summary, assumptions, markets, venues, and operational constraints.
Execution logic
Bot code, order-routing behavior, safeguards, and configuration structure.
Validation path
Paper-trading, test harnesses, or sandbox checks before live deployment.
Handoff package
Source code, setup notes, environment guidance, and support options.
Our approach
Clear engineering decisions at every stage.
Most custom bot engagements start with discovery or System Blueprint, then move into a phased build based on strategy complexity.
1
Private builds for crypto, forex, and stock trading workflows.
2
Engineering-first delivery with requirements, architecture, build, testing, and handoff.
3
Designed for traders, research teams, and firms that need a system they can actually operate.
Common challenges
Practical problems, addressed with a clearer engineering path.
01
A rules-based strategy exists, but no one on the team wants to trust a fragile script with live execution.
We turn the logic into a production-minded system with validated inputs, defined testing paths, and explicit operating states.
02
The workflow depends on a broker or exchange API that needs authentication, retries, and error handling.
We scope the connector, normalize order behavior, and build recovery logic around the venue requirements.
03
There is no visibility into what the bot did, why it acted, or when it failed.
We add logs, monitoring, and notifications so the software is easier to understand and support.
Integrations & technology
Connected to the tools your workflow depends on.
We confirm platform access, technical limits, and the right operating boundaries before implementation begins.
AlpacaIBKROANDAMetaTrader 5TradingView webhooksTelegramDiscord
Related services and resources
Trading bot and automation servicesTrading software pricing and packagesHow much a custom trading bot costs in Canada
Project example
IBKR single-strategy execution dashboardSun Cluster provides software engineering services, not investment advice, brokerage services, or performance guarantees. Read trading disclosures.
Frequently asked questions
Do you provide investment advice or trading signals?
No. Sun Cluster is a software engineering company. We implement client-defined workflows and do not provide investment advice, brokerage services, or profitability guarantees.
Can you build for crypto, forex, or stock workflows?
Yes. We scope custom software for crypto, forex, and stock trading workflows, including broker or exchange API integration, monitoring, and risk controls.
Do you support paper trading before live trading?
Yes. Paper-trading or sandbox validation can verify defined software behaviour before live deployment; it does not validate the strategy or establish financial performance.
How does pricing usually start?
Focused work can start with a defined package. Broader systems usually begin with System Blueprint so the architecture, APIs, and screens are documented before implementation.
Scope a trading bot project
Share your strategy, target market, and venue requirements. We will scope the right starting path.