What is the Anti-Corruption Layer pattern, and how do you use it when integrating with legacy or third-party systems?

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The Anti-Corruption Layer is a pattern from Domain-Driven Design that creates an isolating boundary between your system and an external system whose model, conventions, or quality you do not want to leak into your codebase.