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Gus Woltmann
Gus Woltmann

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Why Most Bugs Aren’t Technical Problems

Developers love to blame bugs on code. A missing semicolon. A bad condition. A race condition that only appears on Tuesdays under a full moon. But if you step back, you’ll notice something uncomfortable: most bugs don’t start as technical problems at all.

They start as misunderstandings.

A feature request that sounded clear but wasn’t. A requirement that lived only in someone’s head. An assumption made at the beginning of the project that nobody questioned again. The code just becomes the place where all of that confusion finally shows up.

Think about how many bugs come from phrases like “it should usually do X” or “in some cases, Y.” Those words are landmines. Usually? Some cases? Compared to what? For whom? The compiler can’t help you there, because the problem isn’t syntax—it’s ambiguity.

This is why senior developers ask what look like annoying questions. What happens if the user refreshes? What if the request is duplicated? What if the data is missing, late, or wrong? They’re not being difficult. They’re trying to collapse fuzzy human language into something machines can execute.

Interestingly, the more complex the system, the less heroic debugging matters. You don’t win by being the person who stays up all night fixing production issues. You win by preventing those issues from ever existing. Clear contracts between services. Explicit edge cases. Boring, defensive code that assumes the world is hostile and users are creative.

Documentation plays a role here too, but not the kind nobody reads. Good documentation explains why something exists, not just how. When a future developer understands the intent, they can change the implementation without fear. When they don’t, they either freeze or break things carefully.

There’s also a social skill hidden inside bug reduction: learning to slow conversations down. Repeating requirements in your own words. Writing examples. Drawing simple diagrams. It feels inefficient in the moment, but it saves weeks later. One five-minute clarification can prevent five days of debugging.

So the next time a bug slips through, don’t just ask “What line caused this?” Ask “What assumption did we make that turned out to be wrong?” Fixing the code solves today’s problem. Fixing the misunderstanding quietly improves every feature that comes after it.

And that’s the kind of improvement no linter can give you.

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