Work Smarter Not Harder: The Programmer's Punishment

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Content Started a new career as a Data Scientist recently. After years as a Java developer, it feels like a breath of fresh air. I now use Python. rProgrammerHumor always has memes about how slow it is at runtime. It can't be that bad, right? I write a Jupyter notebook to analyse some company data. Once I finish and run it, it takes 20 minutes to iterate through 11,000 rows of data. That was just the testing data, now I need to iterate over the actual data which has 400,000 rows.

The corporate facade vs the horrifying reality of "automation" in tech. Top: Suited executive proudly announcing a sophisticated database pipeline that'll revolutionize operations. Bottom: The actual implementation - a janky cron job triggering six barely-functional Python scripts held together by that one shell alias nobody understands but everyone's afraid to touch. It's the digital equivalent of duct tape and prayers, but hey, it works 60% of the time, every time!

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