This document discusses Docker containers as a toolset to standardize build environments. It outlines motivations for using containers due to issues with manually installing dependencies. The approach taken was to build Docker images for common build tools and applications. Examples are provided of Dockerfiles for CloudFormation and Ansible containers. Implementation in a CI pipeline and lessons learned are also covered.