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At Airbnb, a single nightly pipeline feeds dozens of downstream tables: pricing models, host dashboards, trust and safety reports. Each of those tables has its own consumers. Some run hourly, some daily, some only after three other jobs finish successfully. When one job fails at 2am, the question isn't just "what broke?" It's "what else is now broken because of it?" That web of dependencies, running continuously, fai...
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