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Nibble away at
Gradual Impact
The phrase implies a slow, not immediate, effect on something that grows over time. 
Negative Sense
Often used to describe something losing value or quality, generally with a negative outcome. 
Metaphorical Use
Can be used metaphorically to describe non-physical entities, such as time or abstract concepts. 