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This guide teaches developers how to leverage Docker for cross-distribution package testing, covering setup, testing, and validation across various Linux environments using package managers like `apt`, `dnf`, and `zypper`. Key steps include Docker installation, pulling distribution images, managing packages, and cleanup post-testing to ensure seamless application performance across different platforms.