A GitHub CLI extension, gh-signoff, allows developers to run tests locally and sign off on their work without relying on cloud CI services. It emphasizes utilizing fast local machines for continuous integration, providing options for full or partial signoffs on various CI steps. The extension is open-source and can be easily installed and configured for projects.