Re:Rethinking Data Ingestion as a DAG
by apoorvas20 on Tuesday February 17, 2026 @04:57PM
(#47053996)
Exactly. Once each stage in the pipeline lived as its own job in the queue, observability got dramatically better. Stage-level latency, queue depth, and failure rates made bottlenecks obvious in a way that was hard to see inside a single async service. It also made it much easier to tune concurrency per stage instead of guessing globally.
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