A guide to cloud software factories for engineering leaders

Software development is shifting from interactive coding agents to cloud software factories, which are systems that automate major parts of the software development lifecycle. These factories aim to minimize human variability, maximize output, and improve security, governance, and the ability to measure ROI. This approach addresses the shortcomings of interactive agents, such as high costs, lack of control, and security risks. The factory workflow is an automation loop where AI agents handle tasks like issue triage, implementation, code review, and monitoring, with humans providing guidance where necessary. Centralizing development in a cloud factory provides control and standardization, similar to the shift to cloud computing two decades ago.