How do you iterate on a prompt to improve it?

Iterate by starting with a simple baseline, testing against real edge cases from production, identifying failure modes, hypothesizing fixes, applying one change at a time, and measuring impact on a held-out test set. Avoid testing only on inputs you crafted yourself, since real users always find unexpected ways to break things.