Sitemap - 2025 - Nik Malykhin

Can We Skip TDD with Modern AI? A Context Experiment

Does "Extract Method" Actually Hurt Your Readability?

Does AI Need Clear Goals? My Experiment in Turning Vague Ideas into Code

What If the ‘Cleanest’ Code Is the Wrong Solution?

Does an AI Teammate Mean You Write Less Code?

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

Jules, My AI Junior Developer

Does More Powerful AI Mean Slower Fixes?

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

Can We Make AI Code Assistants Smarter by Asking Them to Write Their Own Rules?

Pair-Authoring with an AI: A Case Study in Structured Collaboration

Can We Think Less with AI?

AI-Assisted Terraform Refactoring: From Monolithic to Modular Infrastructure

AI-Assisted Infrastructure as Code: A Practical Refactoring Journey

Interviewing in the Age of AI: Rethinking Code Pairing Sessions

How GenAI helps engineers write better stories

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