If I edit an exercise, will it update for all workouts that it appears in?

Yes, if you update an exercise, it will be updated for all workouts that it appears in.
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If you'd like to update a workout that is used in multiple places, you will be asked whether you'd like to save a new version or update all instances when you make edits to that workout.
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Below is a quick screen recording of this experience:
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