If you're writing multithreaded code, it is tempting to use atomics to optimize the inter-thread synchronization and access to shared state. However, this is not always easy, and can all too often lead to code that appears to work but is subtly broken. I will show tools and techniques for using atomics safely in C++, as well as discussing scalability and lock-freedom.