So you want to do analytics. If your first thought was: “I’ll just query the production DB”, you are in for a world of pain. The alternative is to spend some time thinking upfront and have a lovely analytics infrastructure everyone loves to use. In this talk I’ll show you what I learned from my mistakes and what is my go-to stack and topology.