Architecture Design
- Layered architecture: a stable runtime foundation, a clearly separated F5 Distributed Cloud domain layer, and a persona layer that expresses practitioner workflows.
- Extension points are explicit and documented, so capability growth does not require changes to the core.
- Separation of concerns between knowledge, automation, and presentation keeps each layer independently testable and maintainable.