Can over-correcting water chemistry cause long-term balance issues?

Sometimes it’s tempting to fix chemical imbalances quickly by adding larger amounts of chemicals. However, I’m wondering whether aggressive corrections might lead to instability later.
Do smaller, gradual adjustments lead to more stable long-term water chemistry?
 
Yes, a lot of “long-term balance headaches” come from over-correcting: you push pH/alkalinity hard, overshoot, then chase it back the other way, and the constant seesaw adds extra byproducts that make the water fussier over time (pH drifts more, the filter loads faster, sometimes you start seeing scale or stubborn haze). I keep it steady by making small moves, running circulation, waiting a few hours, retesting, and I avoid adjusting multiple things at once so I actually know what change caused what.
 
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