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A step-by-step guide to a native Isolation Forest in MQL5 focused on execution metrics rather than price. It details five features, tree construction and path‑length scoring, rolling‑window training, CSV logging, and FILE_COMMON persistence, all integrated into OnTradeTransaction(). The resulting circuit breaker flags unusual fills in real time and applies controlled responses to stabilize live trading under changing execution conditions.
The article details a native MQL5 Kafka producer that speaks the wire protocol over raw TCP. It implements RecordBatch v2 encoding, varints, and CRC32C, and adds batching, acks, and retry logic, all without a sidecar or DLL. Use it to publish JSON-structured trading signals from a single terminal to Kafka, where dashboards and other services subscribe independently.
A dual moving-average crossover Expert Advisor (EA) designed to provide traders with a transparent, rule-based trading system that is both easy to understand and highly customizable. Rather than relying on hidden algorithms or complex decision-making processes, this EA uses the classic crossover of two moving averages to identify potential market trends and generate buy or sell signals. Every aspect of the strategy can be adjusted, allowing traders to tailor the system to different market