If you have the Misdirection perk, you can rob Astrid of her gear before you attack her, making her extremely easy to kill. Naturally, beginning this quest forever bars you from joining the Dark Brotherhood. Destroying the Dark Brotherhood prevents access to a number of lucrative quests.