Your question is Automated Data Pipeline Setup. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you set up a data pipeline that automates everything?
Describe a practical end-to-end design covering source ingestion, transformation, storage, serving, orchestration, testing, deployment, monitoring, and recovery. Explain how you would make the pipeline idempotent, handle schema changes and late data, support incremental processing and backfills, and prevent bad data from reaching downstream consumers. Include the technologies, interfaces, operational checks, and failure-handling decisions you would use.