Author: Pavlo Mashchak

November 7, 2025 Limitations of LLMs and agents

As developers and architects, we often treat large language models (LLMs) as if they are the “brains” of modern AI…

October 9, 2025 Programming patterns and seniority in software development.

Having worked with enterprises, startups, and small family-run businesses, I’ve seen clear foundational differences that separate senior programmers from junior…

September 6, 2025 Twenty years of software transformation – what’s truly changed?

Spoiler: Clean code still reigns supreme. 1. The early days: raw technology and niche adopters Two decades ago, you didn’t…