How would you implement automated remediation for common network issues, such as resetting stuck interfaces or clearing error conditions? What safety mechanisms should be in place?

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Automated remediation represents powerful NOC capability, automatically resolving common issues without human intervention, but requires careful safety mechanisms to prevent automation from causing more harm than the original problems.