WAF CQRS Pattern

August 12, 2025276 words2 min read
azure
design patterns
performance efficiency

CQRS

CategoryDescriptionWAF Description
WhatSeparates the models for handling commands (writes that change state) and queries (reads that fetch data), allowing each to evolve independently.Boosts performance and scalability by optimizing read and write paths separately, and supports security by isolating operations based on their purpose and responsibilities.
Used withSystems where reads and writes have differing workload profiles—such as high read-load apps, event-driven designs, or when using materialized views.Enhances operational excellence and performance efficiency by allowing each model to scale and be maintained independently, reducing coupling and improving resource utilization.
WhenWhen read and write workloads diverge in complexity or scale, or when you need to optimize for query performance without compromising write integrity.Aligns with reliability and performance pillars by reducing lock contention, enabling tailored scaling strategies, and simplifying model evolution for specific concerns.
Not Suitable ForSimple CRUD applications where separation adds unnecessary complexity and overhead, or when immediate consistency is critical across data operations.Could hinder operational excellence and cost optimization in low-complexity scenarios due to added architectural complexity and potential delays from eventual consistency.
Related ToMaterialized View, Event Sourcing, Domain-Driven Design (DDD), Event-Driven Architecture, Distributed Transactions.Event Sourcing Pattern, Materialized View Pattern

A basic implementation of the Command Query Responsibility Segregation (CQRS) Pattern can be found here.

The full WAF description of the pattern can be found here.

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© 2025 Andrei Bodea