When Testing Is Tougher Than the Code: My Experience with BairesDev

posted 1 min read

Spoiler: The algorithm wasn’t impossible... but the environment was.

Not long ago, I faced a set of technical challenges from BairesDev, mostly focused on ETL validation, SQL reasoning, and clean Python logic. Individually, none of the problems were unmanageable. The tricky part wasn’t what I had to solve — it was where and how I had to solve it.

When the platform becomes the bottleneck

  • No local testing

  • No console output to debug

  • No documentation on expected structure

  • Harsh handling of minor mistakes (like NZEC from missing parentheses)

One of the challenges had me convert IPv4 addresses to integers. A tiny issue with operator precedence (<< +) caused a syntax error that took longer to debug than the whole algorithm itself.

It wasn’t the logic, it was the validation

Beyond writing functions like:

  • Counting IPs between two addresses

  • Ranking arrays with repeated values

  • Sorting unique characters alphabetically

The real test was surviving a system that didn’t tell me why it failed.

Lessons I documented

Every challenge became a mini resource: a README, a blog post, or just a reminder of what to watch out for next time. Because honestly:

Debugging inside a silent box is a skill too.

✅ Tips I’d give anyone taking similar tests:

Run your logic locally before submitting

  • Use try/except to catch invisible errors

  • Add extra parentheses when in doubt

  • Simulate inputs the platform expects

  • Document edge cases, even if they seem obvious


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Nice one Nicolas, How do you usually prepare for tests on platforms with such limited feedback? Any tips for staying calm when the environment is more challenging than the code itself?

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