Heuristics

Design for Modern Quality Attributes

Authors: Anne-Marie Charrett

Submitter: Anne-Marie Charrett

What non-functional attributes are critical for maintaining quality in complex, modern systems?

Treat testability, observability, and recoverability as first-class design concerns, not afterthoughts. A system that cannot be easily tested, understood in production, or quickly restored is inherently low-quality. Build in the necessary instrumentation, APIs, and deployment mechanisms from the start.

Example

During the design phase for a new service, we must explicitly define how it will be observed via metrics and distributed tracing. The design is not considered complete until these aspects are addressed.

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