The Microservices Architecture Paradigm

When to Employ This Paradigm

• When the organizational structure requires high levels of team autonomy and independent release cycles.
• When different business capabilities (bounded contexts) have distinct scaling requirements or would benefit from different technology stacks.
• When there is a significant organizational commitment to investing in DevOps and SRE maturity, including advanced observability, CI/CD, and incident response capabilities.

When NOT To Use This Paradigm

• When team size is small and organizational complexity is low
• When lack of DevOps maturity or limited platform engineering resources
• When system requires strong transactional consistency across operations
• When early-stage startup with rapidly evolving requirements
• When regulatory constraints make distributed data management challenging