Solving the Test Data Bottleneck in CI/CD Pipelines

 

CI/CD pipelines promise rapid delivery, but delays often occur after deployment begins. The root cause is usually data availability. Waiting for approved datasets slows validation and increases pressure on release timelines.

Onix enables teams to remove this bottleneck through synthetic data automation. With Kingfisher, test data can be generated as part of the pipeline itself.

Key advantages include:

  • Automated data provisioning

  • Early testing through shift-left practices

  • Reduced dependency on manual approvals

This approach aligns testing speed with deployment speed, making DevOps pipelines truly continuous.

Learn more from the full article

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