ETL Pipeline Scheduling Revealed a Portability Problem First

A systems analyst building an ETL pipeline expected scheduling to be the main challenge but discovered the pipeline couldn't run outside Google Colab due to hardcoded paths like /content/drive/MyDrive/ that only exist within Colab's environment. Fixing portability became a prerequisite before any scheduler could work. The author learned that infrastructure constraints must be solved before adding orchestration layers.