Article by Andrew Bosworth from Facebook on rolling out new features and testing:

After the novelty wore off we saw the number of chats initiated on Facebook drop by 9%. In a system processing billions of chats per day, that’s a significant drop-off and a very bad product.

Key message is pretty straightforward:

Ship early, ship often

Building and testing at Facebook