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Practical Resources for Trading Automation and AI Workflows

Use these calculators, implementation guides and checklists to plan safer automation projects before any code is written. Each resource focuses on a specific technical problem rather than generic marketing advice.

MetaTrader 5TradingViewXAUUSDTelegram AutomationAI Agents

Trading automation tools

MT5 Position Size CalculatorEstimate lot size using a stop distance in points and a matching broker-specific point value.MT5 EA Requirements GeneratorTurn a strategy idea into a structured Expert Advisor development brief. MT5 Telegram Copy Trading Bot GuideArchitecture, signal parsing, updates, partial closes, break-even and reliability controls. XAUUSD Trading Bot DevelopmentGold-specific execution, spread, volatility, risk and backtesting considerations. Pine Script to MT5 AutomationHow TradingView alerts, webhooks, an API bridge and an MT5 receiver work together.

Troubleshooting guides

MT5 EA Not Trading: 10 ChecksDiagnose Algo Trading permissions, filters, symbol settings and broker order errors.TradingView Webhook TroubleshootingTrace JSON payloads, delivery timeouts, bridge acceptance and MT5 execution.

AI automation planning tools

AI Automation ROI CalculatorEstimate monthly time saved, labor value, net benefit and rough payback period. AI Automation DevelopmentHow custom workflows connect APIs, CRMs, documents, messaging and human approvals. LLM & AI Agent DevelopmentTool calling, RAG, memory, evaluation, permissions and production deployment. Custom Web App & API DevelopmentDashboards, portals, backend APIs, SaaS foundations and integration work.
Important: Trading calculators and automation guides are educational engineering resources, not financial advice. Broker specifications vary, so any result must be validated against the actual symbol and account before live execution.

How to use these resources

  1. Define the exact problem. Start from the workflow, strategy rules, risk limits or business process you want to automate.
  2. Use the relevant calculator or guide. Check assumptions and identify missing inputs before development begins.
  3. Turn the result into acceptance criteria. Specify what must happen, what must never happen, and how failures should be handled.
  4. Test before production. Use demo accounts, staging systems, logs and repeatable test cases before relying on automation.

Need a custom implementation?

If an off-the-shelf tool cannot match your workflow, we can scope a custom build around explicit requirements, testable milestones and documented handover. For trading systems, performance is tested rather than promised.

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