Closing the loop with self-improving cloud software factories

A true engineering mindset should be applied to deploying coding agents by creating self-improving cloud software factories. This infrastructure provides a closed-loop system where agents are tracked and measured against an organization's specific data and workflows. Key characteristics for these factories include being defined as code for version control, living in the cloud to support team access and central data storage, and being API-driven for execution. This approach allows for continuous, data-driven improvement of agent performance and ROI. Ultimately, the goal is a system where agents can use performance data to suggest improvements to the factory itself.