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SnowflakeHow Dynamic Tables actually refresh: TARGET_LAG, the warehouse that pays for it, streams vs DT, and why I still keep dbt for gold.
SnowflakeCREATE STREAM on a table, consume it in a Task MERGE, SHOW STREAMS, stale offsets, and the cases where Airflow still orchestrates dbt and everything outside Snowflake.
DatabricksWhat DLT genuinely buys you, how expectations and streaming tables behave in production, and the four situations where I still write plain Spark jobs instead.