Daily revenue is computed from the checkout team’s orders database. On Tuesday they renamed total_amount to order_total and added a currency column — an ordinary change, correctly made, with no reason to think anyone downstream cared. Your pipeline has been publishing zeros ever since, and finance noticed on Friday.
The cadence, and the gap before somebody reads it.
Practice studio
Run the review to check your architecture against this scenario — a valid DAG, a trigger for the freshness SLA, a transform stage, a quality gate before publish, and a failure path — then defend it in a short interview.
This scenario runs a full workspace — editor, canvas and results side by side. It needs a laptop or desktop to be usable. Open this page on a bigger screen to start building.