Stack Overflow is developed with a hands-on approach, where practical facts always trump theoretical concerns and this allows us to have a unique blend of techniques and approaches to coding. In this talk you'll learn about Stack Overflow's usage of application architecture, coding abstractions, continuous deployment, methodology. I will give demos of our extensive performance monitoring infrastructure.