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Field notes.

Notes on Azure data-pipeline reliability, silent failures, and validation — written for the analysts and engineers who own the data, not just the orchestration.

The ledger

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Want this run on your own pipelines?

General Validation runs metadata-driven tests inside your own Azure and stores only the results, never your row data. We're onboarding a small group of design partners on real Azure Data Factory workloads.

Private beta · design partners welcome.