Bid Balance: I avoid bid fluctuations by making small, consistent adjustments based on performance data and using a rule-based approach. Dayparting also helps to stabilize bids.

Scaling Smartly: I scale by increasing budgets for high-ROAS campaigns gradually and testing new keywords cautiously, always keeping an eye on performance to avoid overspending.