Coolbot is a distributed C++ framework for component-based software engineering that emphasizes easy integration, multithreading, and system monitoring. It comprises three main types of software components: components, views, and probes, each serving specific purposes in the system architecture. The framework is open source and supports ongoing development, including documentation and integration with other systems like ROS.