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

Yes. Multiple commenters in r/Tools specifically warn that high-amp WORX units draw around 13 amps at max speed and require a heavy-gauge outdoor extension cord (commonly 12 or 14 AWG, kept reasonably short) to avoid voltage drop and motor strain.