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Python holds the #1 position on the TIOBE Index with a peak share of 26.98% in July 2025 — the highest any language has achieved in the index’s 23-year history. The 2025 Stack Overflow Developer Survey recorded approximately 57.9% Python usage, a seven-percentage-point year-over-year gain. GitHub’s Octoverse 2024 report confirmed Python overtook JavaScript as the…

Poor data quality costs organizations an estimated $12.9 million per year on average, according to a Gartner survey (2017) — a figure widely cited across the industry and likely conservative given AI-era data volume growth. For data engineering teams, quality failures are rarely dramatic. They are quiet. A NULL slips through a completeness check. A…

An evidence-based comparison for CTOs and senior engineers. Includes the Uvik Software Python API Framework Selection Matrix, the Framework Fit Triangle, and a 5-question decision tree — three reusable tools for choosing a stack that still makes sense three years from now. Methodology This article anchors claims to primary sources: official docs, release notes, and…

More and more companies opt for software development outsourcing as developer rates grow, the tech industry becomes more competitive, and projects get more ambitious. However, it’s a flexible process with many possible pros and cons. To help you figure out when to choose outsourcing and how to do it right, we present Uvik’s complete guide….

In today’s world, understanding the difference between data science vs. machine learning plays an important role in making the right decisions and creating new ideas. Often, analyzing large amounts of data helps companies make more informed decisions and develop practices backed by hard facts. In this article, we will discuss key ideas in data science…

IT Staff Augmentation In today’s technology landscape, software development staff augmentation is becoming important for most companies. As technology advances rapidly and the market changes its requirements every year, it encourages organizations to find more efficient software development options. With the help of staff augmentation, you can significantly simplify the work process, save resources and…

Why Is AI Trending Looking at current trends in AI it’s hard to believe that artificial intelligence was set up as an academic discipline in the 1950s. During this era, even commonplace items such as cell phones and video calls resembled scenes from science fiction. And of course, everyone remembers the rise of machines making…

Millions of people listen to podcasts. Therefore, companies and experts are actively testing this format as a tool for promoting business and personal brands. Podcasts are also actively used in the field of CTO. Such broadcasts shed light on the key role of technical directors and provide a deeper understanding of their responsibilities, tasks, and…