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Keep a close eye/watch on somebody/something
Surveillance Metaphor
The phrase implies careful monitoring, as if keeping something within sight at all times. 
Attention to Detail
It suggests focusing on small details or changes to prevent problems or notice opportunities. 
Not Literal
It's often used figuratively. You don't need to literally watch something, but to stay informed about it. 