First It Works, Then You Understand: The Developer's Paradox
We ship code that magically works, and only later figure out why.

Ever written code that somehow works, only to sit back and wonder what you actually did? Daniel Lemir's recent note touches on this very human trait: we often see a working solution first, and only then grasp its inner workings.
It's like assembling IKEA furniture without the manual: you build the cabinet, find a leftover screw, and realize you put the shelf on the wrong side. In IT, this happens all the time — especially during late-night deploys with pizza and coffee. The next morning you stare at the code and think: "Brilliant! Or is it a bug?"
Lemir draws from scientific examples, but every developer has at least once committed "somehow works" and only later added tests. It's not laziness — it's a heuristic: faster to run than to design perfectly.
Takeaways
- Don't fear working prototypes — understanding will follow.
- Refactoring isn't a sign of bad code; it's an awareness stage.
- If your CI/CD pipeline complains about undocumented code — maybe you're just following the natural path?
METABYTE studio's take: We also write code first, then realize the client wanted a green button, not blue. As long as it works, comprehension can catch up in the next sprint.
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We apply the same principles to client projects: AI, automation, products that don't die after launch.