System, method, and choreographic framework for the design, development, deployment, and management of distributed software and computing systems

Embodiments of the present disclosure provide a system, method and framework that facilitate and simplify computing solutions requirements or description breakdown into user-driven, autonomous system of decentralized distributed intents fulfilled by shapes (software and software stack) organized and implemented as essential, minimized capabilities effortlessly extended, assembled, swapped, and re-organized; simplifying and accelerating prototyping, development, packaging, deployment, and maintenance of a solution's lifecycle, e.g., an Artificial Intelligence system. Embodiments of the system, framework, and method provide the infrastructure for defining intents and shapes, support green computing and continuous updates, and eliminate endless incremental technology refreshes with minimum operational impact to a deployed solution. Inherent to the system, framework, method is a dramatic reduction in cybersecurity vulnerabilities and attack surfaces among other benefits.