Do I need a special extension cord for a 12-amp blower?

Yes. Multiple high-trust community posts (r/Tools, r/lawncare) flag that 12-to-13-amp blowers draw enough current that a heavy-gauge outdoor extension cord is required at full speed. Using an undersized cord can cause voltage drop and reduced performance, so factor a quality cord into your budget.