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I Built Airflow, Spark, and Iceberg by Hand in MySQL

StockAlgo v1 pushed a MySQL monolith past 325 million rows on hand-rolled scheduling, partitioning, and staging. Here's what each modern tool actually replaced, with the real SQL.