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.
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Summary by ByteBrief
AI apps on cloud lock-in is the problem