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Field notes from
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Deep technical write-ups, architecture breakdowns, and lessons from real engagements.

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1 MIN

Scaling Data Platforms, Part 1: Why Foundations Beat Heroics

Every data team eventually hits the wall where heroics , the 2am pipeline rescue, the one engineer who "just knows", stop scaling. This series is about the boring foundations that make heroics…

1 MIN

Scaling Data Platforms, Part 2: Streaming Ingestion with Kafka

Batch gets you correctness; streaming gets you freshness . In Part 2 we wire up a Kafka ingestion path that is safe to operate at 3am. Create a topic with sane defaults Set partitions and retention…

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