My GCP Pipeline Was Running Fine… But Doing Nothing (Service Account Lesson)
A real debugging story on how missing IAM permissions in a service account silently broke my Cloud Function, Dataflow trigger, and BigQuery pipeline.

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Articles tagged with #data-engineering
A real debugging story on how missing IAM permissions in a service account silently broke my Cloud Function, Dataflow trigger, and BigQuery pipeline.

Most data engineering problems are not what they seem and it took me time to realize what actually matters

Debugging a silent Dataflow failure caused by duplicate job names in a GCS-triggered Cloud Function pipeline

A short story about how adding a simple metadata.json file changed the way I organized and analyzed an image dataset collected from multiple cameras.

A small IAM configuration mistake that breaks functions interacting with Storage, Firestore or other services.

Best practices for organizing BigQuery projects, datasets, and tables in real data platforms
