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Dev.to
Dev.to
7/24/2026
Designing for the Surge: The Real-World Cost of Separating Reads and Writes

Designing for the Surge: The Real-World Cost of Separating Reads and Writes

Short summary

A real-world case study of implementing CQRS to solve performance crashes when thousands of construction workers submitted safety checks simultaneously. The architecture split fast write operations from reporting queries via Azure Service Bus, eliminating database lockups but introducing eventual consistency delays that confused users into re-submitting. The key lesson: decoupling backend components requires redesigning the user experience to handle delayed synchronization with clear visual feedback.

  • CQRS split writes from reads to survive Monday morning traffic surges
  • Eventual consistency delays caused user confusion and duplicate submissions
  • UX must provide immediate local feedback when backend sync is asynchronous

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