Just learned the hard way: profiling BEFORE optimizing is non-negotiable.
Spent hours "improving" code that was already well-designed. Copied patterns without understanding the why. Created regressions instead of improvements.
The fix? Test in isolation. Question assumptions. Let the data lead.