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I agree code editor autocomplete is a good design for searching through space of options efficiently. I'm not sure if that design works for "autocorrect" in general writing instead of code editing.

I guess you could popup a list of all possible matching "correct" words as you type, but that would likely get old fast for normal writing. You would always see the popup. Generally autocorrect (fixing typos and spellings) happens once you have finished typing a word. At that point the word is checked, and maybe autocorrected.

I think that basic design is good. Finish word, then autocorrect if there's a high quality match. The place where I think problems happen and maybe a better design can help include:

1. Clear indication of what has been autocorrected

2. Easy way to revert autocorrections

3. Don't pop up to much UI during this whole process




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