My Python tests passed. Production still broke.

📰 Dev.to · Nico Reyes

Learn how to avoid production crashes despite passing unit tests by considering edge cases like Unicode characters

intermediate Published 31 Mar 2026
Action Steps
  1. Write unit tests to cover edge cases like Unicode characters in input data
  2. Use libraries like Python's `unittest` and `re` to test and validate regex patterns
  3. Test your code with sample data that includes Unicode characters to catch potential issues
  4. Configure your testing environment to mimic production data and scenarios
  5. Review and update your regex patterns to handle Unicode characters correctly
Who Needs to Know This

Developers and QA engineers can benefit from this lesson to ensure their code is robust and handles unexpected input

Key Insight

💡 Edge cases like Unicode characters can break your code even if unit tests pass, so it's essential to test for them

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🚨 Unit tests passed, production crashed! 🤦‍♂️ Don't forget to test for edge cases like Unicode characters in your input data 📝

Key Takeaways

Learn how to avoid production crashes despite passing unit tests by considering edge cases like Unicode characters

Full Article

Unit tests passed. Production crashed. Unicode characters in price data broke my regex.
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