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Educational articles on building, testing and reviewing automated strategies.

Educational content only. It is not financial advice, and examples do not promise results.

Basics

1
Basics2 min read

What an automated strategy is — and what it is not

A plain-language definition of rule-based trading systems, what they can do, and the limits you should keep in mind.

Updated 10/23/2026Read article →

Risk

1
Risk3 min read

Risk management: position size, stop loss and drawdown caps

How risk per trade is translated into position size, and why daily loss limits and drawdown caps belong in the strategy itself.

Updated 10/23/2026Read article →

Testing

2
Testing3 min read

Why a backtest alone is not enough: overfitting, out-of-sample and walk-forward

The three habits that turn a historical simulation into evidence: separating data, walking forward and questioning every parameter.

Updated 10/23/2026Read article →
Testing2 min read

Monte Carlo and robustness: how to read the output

What trade shuffling and randomisation actually tell you, and the limits of those distributions.

Updated 10/23/2026Read article →

Builder

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Builder2 min read

From idea to rule: building your first strategy in Raveno

A practical translation of a trading idea into explicit blocks, parameters and testable rules inside the visual builder.

Updated 10/23/2026Read article →

Deployment

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Deployment3 min read

Before going live: demo account, MT4/MT5 export and a checklist

A practical pre-deployment routine: verify the exported code, watch the strategy on demo, and define how you will stop it.

Updated 10/23/2026Read article →

Educational content only. It is not financial advice, and examples do not promise results. · Lupuso provides software, not investment advice.