It is not only Facebook running on PHP and MySQL, apparently Slack is also...
Slack Messaging Architecture with Keith Adams - Software Engineering Daily
podcast with chief architect at Slack
And it is hosted on AWS cloud... Slack Case Study – Amazon Web Services (AWS)