fly by the seat of one's pants

from Wiktionary, Creative Commons Attribution/Share-Alike License.

• verb idiomatic To pilot an aircraft without the aid of instruments and without a flight plan, using only instinct, visual observation, and practical judgment.
• verb idiomatic, by extension To use one's judgment, initiative, and perceptions as events unfold in order to improvise a course of action without a predetermined plan.