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This skill facilitates the implementation of the Result pattern in Java applications, moving away from exception-based flow control toward more explicit, functional error handling. By providing a standardized Result implementation and guidance on designing domain-specific error types using sealed interfaces or enums, it enables developers to create more predictable and maintainable codebases. It is particularly valuable for building robust API boundaries, complex validation pipelines, and data processing workflows where errors are expected and recoverable, allowing for clean operation chaining and better alignment with modern Java 17+ features.