In the ever-evolving world of software development, code analysis stands as a critical component for quality and efficiency. This keynote will present an overview of code analysis tools at WhatsApp, and then delve into the techniques of dynamic and static analysis, with examples of their industrial deployments. The keynote will discuss the integration of code analysis into early stages of the software development life cycle, from continuous integration pipelines to DevOps practices.