TLDR Tech / Data
Stop Letting Tools Lead Your Platform Decisions
Data platform decisions should start with use cases, constraints, and operating requirements, not with Kafka, Spark, Snowflake, or Airflow. The key questions are latency, data freshness, cost, failure handling, and who will consume the system. Choose the simplest stack that fits the problem, team, budget, and timelines.
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