Principles Matrix

Principles Matrix

PrincipleTechnical RequirementProblem Solved
Do One Thing WellFocus on a single business capability; avoid monolithic designs.Prevents complexity and enhances maintainability by ensuring services are focused and manageable.
Do Not Rely on Other ServicesOwn data; use asynchronous communication (events/webhooks) or explicit API calls.Reduces tight coupling and increases service independence, enhancing resilience and scalability.
Idempotency and DeterminismEnsure state-changing operations are idempotent and deterministic.Facilitates safe retries and predictable outcomes, improving reliability and user experience.
Standardized Authentication & ACLUse standardized authentication (e.g., JWT) and enforce ACLs based on token claims.Enhances security and simplifies access management across services.
Data Storage (Isolation Requirement)Isolate data stores; ensure independent management (backup, recovery).Prevents data corruption and enhances data integrity and security.
Webhooks (Event-Driven Communication)Publish state changes via standardized webhooks.Enables asynchronous communication, reducing latency and improving system responsiveness.
Documentation (OpenAPI Spec)Provide up-to-date documentation and machine-readable API specifications.Improves developer experience and facilitates integration and maintenance.
Backward Compatibility and Standardized VersioningGuarantee backward compatibility; follow standardized versioning (e.g., Semantic Versioning).Ensures smooth transitions during updates, minimizing disruptions for clients.
Availability (SLO Requirement)Define, measure, and meet high SLOs for uptime and latency.Enhances user satisfaction and trust by ensuring reliable service performance.
Observability and TelemetryExpose unified telemetry data (metrics, logs, traces) in a standardized format.Enables effective monitoring, debugging, and operational analysis, improving system reliability.
Resource Isolation and Circuit BreakingImplement mechanisms (thread pools, bulkheads, circuit breakers) to isolate resource consumption.Prevents cascading failures and enhances system resilience during service slowdowns or outages.