This document discusses techniques for releasing software updates often while maintaining stability and safety. It recommends establishing thorough monitoring and automated testing to detect issues quickly. New features should be tested in a controlled manner using dark releases to limited servers or feature flags to gradually roll out updates. Switches and valves allow partial or phased rollouts across datacenters. Together these techniques enable innovative, frequent releases while prioritizing uptime, performance, and minimizing customer impact.