Archive - Nik Malykhin

From Buzzword to Practical Tool: A Developer's Guide to Generative AI

It seems like every week there’s a new AI tool that promises to change everything.

19 hrs ago •

Jules, My AI Junior Developer

Here’s a question that emerged from my recent work with AI coding agents: to get better, more autonomous results, do you need to treat the AI less like…

Sep 15 •

August 2025

Does More Powerful AI Mean Slower Fixes?

Is it possible that our most advanced AI coding assistants are actually slowing us down?

Aug 26 •

The Context Window Paradox: To Get More From Your AI, Give It Less

When I started working with LLMs that have massive, million-token context windows, I fell into a trap.

Aug 18 •

July 2025

June 2025

May 2025

How GenAI helps engineers write better stories

In smaller engineering teams, developers often find themselves writing user stories without formal training in practice.

May 30 •

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