I used the Clear Errors button a lot in the past along with the Save button. I don't recall using the Clear Errors button recently.
I don't really abandon puzzles.
If a puzzle stumps me or confuses me, I take screen shots etc. so I can really spend some quality time with the puzzle to understand where and why I missed something.