Yes, as it is a mandatory test for arrivals from amber list countries.
Yes, even if you test negative through Test to Release and finish your quarantine early, you still need to take your day 8 test.
Yes, even if you test negative through Test to Release and finish your quarantine early, you still need to take your day 8 test.