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Perspectives on technical hiring, engineering leadership, and building world-class software teams.

July 15, 2025 · 1 min read · Yuliia Yerokhina

The 20x Developer Is Real (And It's Worse Than You Think)

You've heard of the mythical 10x developer — the one who seems to do the work of an entire team. But what if the gap is actually much bigger? After conducting extensive technical assessments, top-performing engineers aren't just faster — they work in a fundamentally different way.

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July 8, 2025 · 1 min read · Yuliia Yerokhina

AI Is Reshaping How Developers Work — and How Teams Perform

Used effectively, AI is a powerful accelerator. Used carelessly, it introduces risk and confusion. Junior engineers increasingly depend on AI tools like ChatGPT without validating outputs, producing code that looks functional but lacks depth, structure, or long-term stability.

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July 3, 2025 · 1 min read · Yuliia Yerokhina

When Labels Disappear, Leaders Emerge: A Case Study in Bias-Free Engineering

A tech firm eliminated engineering titles and assessed staff on performance metrics alone. Surprisingly, a junior developer without formal credentials ended up mentoring a senior engineer — who only discovered afterward that their mentor lacked the prestigious job title.

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May 14, 2025 · 1 min read · Yuliia Yerokhina

Hiring Remotely Without Risk: Strategies for Transparency and Output

The primary challenge leaders face involves distinguishing between time invested and actual value creation. Remote hiring doesn't have to be risky — smart safeguards like GitHub monitoring, pair programming, and performance-based trust can ensure accountability and delivery.

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