Pipeline Design

Hi binitafulpagare,

Thank you for reaching out to Microsoft Fabric Community.

There is no single recommended architecture for every workload, but the following practices are commonly used for enterprise scale microsoft fabric pipelines:

• In general enterprise fabric pipelines are designed to process data incrementally where possible so keep pipelines modular and reusable.
• Implement retry and error handling for transient failures.
• Monitor pipeline runs regularly and configure alerts for failures where required.
• Design pipelines to be idempotent so they can be safely rerun after a failure without producing duplicate or inconsistent data.
• Use parameters and configuration values to make pipelines easier to deploy across development, test and production environments

Following these practices helps improve scalability, reliability and maintainability in production environments.

Thanks and regards,

Anjan Kumar Chippa