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Understanding Programming Errors Through Language

Code correctness is just the beginning, there is much more to it.

Ygor Serpa
11 min readJul 21, 2019

In the past year, I had the chance to mentor several third and fourth semester Computer Science undergraduate students. Seeing their work, I could relate to how I coded back in the day. It was not bad, per se, but naïve, it missed the big picture, it didn’t anticipate problems. After a while, programming is not just about solving the current issues but avoiding future ones. And by that, I don’t only mean bugs, but also maintenance. For instance, a naive coder might argue that unit testing is just writing more code for the same amount of functionality, which he would have to test anyway. A more experienced coder might laugh at such a proposition. Unit testing is all about ensuring things remain correct, despite the many changes products undergo in their lifetime. Putting it all together, the message I needed to convey was simple: correctness is just the beginning; there is much more to it.

However, although I knew what I had to say, communicating it properly was hard. I needed a metaphor; one day, I found it: Language. After it occurred to me, I felt quite stupid for not thinking of it straight on :c.

Language to the rescue

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Ygor Serpa
Ygor Serpa

Written by Ygor Serpa

Former game developer turned data scientist after falling in love with AI and all its branches.

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