Make real priorities clear
The right architecture depends on scale, team capabilities, and business goals. Start with clear requirements rather than adopting technology for its own sake.
Create clear system connections
Define data ownership and responsibilities across components. Simple, observable, testable connections make it easier to evolve your systems.
Evolve through validated steps
Monitor performance, dependability, and costs in real use. Scale in response to observed limits so technology investments stay aligned with your needs.