Answer:
Did.
Step-by-step explanation:
Its the only choice that matches with the sentence:
1. = Do: Do you go out last night?
2. = Are: Are you go out last night?
3. = Did: Did you go out last night?
The sentence is also placed in past tense. And only "did" fit in the past tense role for the sentence