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Why Simple Architecture Wins

2d ago · 9 min read · There is a common misconception shared by many developers: a good architecture has to be complex. It must have layers, abstractions, patterns, and frameworks. If a system doesn’t look impressive on a

When Good Intentions Become a Problem: Overengineering

Mar 30 · 6 min read · Many software systems are not problematic because they are too simple. The problem often arises when they are unnecessarily complex. When a system is too complicated, it becomes harder to navigate, ch

When Code Hurts: Anti-Patterns in Software Development

Mar 23 · 9 min read · Imagine building a house without a proper plan. At first, everything moves fast. The foundations are done, the walls go up, the roof is finished sooner than expected. Every day you see progress, and i

Most Software Architecture Decisions Are Actually About Trade-offs

Mar 18 · 9 min read · Development teams rarely struggle with having too few options. Much more often, they face the opposite problem: there are too many. Today, almost every part of a system can be built in multiple ways.

k-NN Classification and Model Evaluation

Aug 25, 2025 · 17 min read · In this article, I focus on selecting evaluation metrics such as Accuracy, Precision, Recall, and F1-Score, and I will try to explain in which situations each of them is appropriate to use. We will also see how to implement k-NN in the Rust programmi...