Here are the answers to the specific questions with respect to the Q&A websites...there are many other builds in play at Stack Exchange, so limiting this answer to what I think you're interested in: What software/tooling is used? We are using TeamCity for our builds, the builds themselves are a combination of MSBuild, PowerShell and custom apps (DB Migrations and what was the CDN purger). For othe