The Compounding Engineering plugin enhances development workflows by systematically improving the planning, execution, and review stages of coding. It leverages AI to create comprehensive issues, manage isolated tasks, and conduct thorough code reviews, ensuring that each unit of engineering work makes future tasks easier. By documenting processes and refining quality, this tool aims to build a more efficient development system over time.

Amplifier is a research project that automates complex workflows by allowing users to describe their thought processes in a structured manner, generating reusable AI tools without coding. As users create and refine tools, they build a compounding automation system that can adapt and improve through feedback. The project is still in early development, requiring caution and human oversight when utilized.