tilt at windmills

full tilt

As quickly as possible; very rapidly.

full tilt boogie

At the most extreme level; at full capacity.

mistake windmills for giants

To perceive ordinary, nonthreatening objects or situations as significant dangers or adversaries, often due to an overly romantic, idealistic, or deluded worldview.