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Keep an eye on somebody/something
Constant Vigilance
The phrase implies continuous attention and watchfulness over a period. 
Not Literal
It's a figurative expression meaning to be attentive, not to literally watch something non-stop. 
Caution Implied
Using this phrase often suggests that there might be a risk or issue to be aware of. 