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The same project needs to behave consistently on developer machines, in CI and after deployment. Which versions, dependencies and configuration should be recorded?
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Pin Ansible and collection versions, version the inventory structure and test playbooks against disposable hosts. Record connection users and privilege-escalation requirements. Use roles to isolate responsibilities and make variables explicit rather than relying on a developer’s untracked local defaults.
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