Nik Malykhin
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Does AI Need Clear Goals? My Experiment in Turning Vague Ideas into Code
We’re all told the same thing: AI needs clear, specific, and context-rich prompts to be useful.
Nov 11
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Nik
1
October 2025
What If the ‘Cleanest’ Code Is the Wrong Solution?
In our continuing experiment with Trio Programming—two engineers and an AI—we decided to level up.
Oct 28
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Nik
and
Javi lopez
2
Does an AI Teammate Mean You Write Less Code?
We embarked on an experiment called Trio Programming: two engineers and an AI assistant building software together.
Oct 14
•
Nik
and
Javi lopez
1
September 2025
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.
Sep 29
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Nik
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
•
Nik
1
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
•
Nik
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
•
Nik
July 2025
Can We Make AI Code Assistants Smarter by Asking Them to Write Their Own Rules?
It seems logical, doesn't it?
Jul 30
•
Nik
30
2
2
Pair-Authoring with an AI: A Case Study in Structured Collaboration
Moving beyond simple text generation to a collaborative partnership with a Large Language Model.
Jul 10
•
Nik
Can We Think Less with AI?
A reflection on AI-assisted software development and the myth of effortless coding
Jul 3
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Nik
June 2025
AI-Assisted Terraform Refactoring: From Monolithic to Modular Infrastructure
*How intelligent agents can transform infrastructure code organization while maintaining reliability and developer productivity*
Jun 18
•
Nik
1
AI-Assisted Infrastructure as Code: A Practical Refactoring Journey
How GitHub Copilot with Claude 3.5 transformed a manual VPC configuration into a maintainable, cost-optimized infrastructure using established best…
Jun 16
•
Nik
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