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#silent failure debugging

Terminal screenshot showing Python script hanging at row 6,842 processing a CSV file with emoji characters
Developer Tools

One Emoji Broke My Data Pipeline for 48 Minutes—Here's What I Learned About Encoding

A poop emoji. That's all it took to bring down a 10,000-row data pipeline. Here's how a simple encoding mistake—and sloppy testing practices—nearly derailed a sentiment analysis project.

4 min read 1 week ago
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