Drivers of Inevitable Evolution

When Tactical Scripts Become Production Infrastructure

A Python script scheduled on cron, a hastily assembled Airflow DAG, or a notebook running overnight. These all begin their lives as expedient solutions to immediate problems. Within months, dozens of downstream systems depend on their output. Within a year, they will underpin executive dashboards and regulatory reporting. The pipeline that nobody planne…