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Ansible handles configuration changes on network devices, while pyATS validates network state without making changes. Ansible has a large blast radius if playbooks contain errors, but pyATS has zero blast radius. The recommended production workflow pairs Ansible for pushing changes with pyATS for pre- and post-check validation.
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