Nik Malykhin
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A Systematic Approach to AI in Production
Implementing Triad Programming
May 19
Diagnosing Observability Gaps in Blocking Controller Methods
In a distributed system, the invisibility of an expected log entry often signals a deeper divergence between execution flow and infrastructureโฆ
May 12
Project 2002: Curating a Practical Build for the Windows 98 Era
The foundation of any retro-computing project is a clear definition of its historical boundaries.
May 5
April 2026
The Preparation of the Machine
The Sim Racing Setup
Apr 28
The Shared Reality of the Database Ledger
I spent a good portion of the early 2000s staring into the flickering glow of a CRT monitor, trying to master the precise sequence of an RTS buildโฆ
Apr 21
The ISO Wall and the CCD: Testing a โฌ45 Film Alternative
The Parallel: Soul vs.
Apr 20
The Cognitive Cost of AI Delegation
Reflections on the Attention Economy and AI Etiquette
Apr 14
1
March 2026
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๐ง๐ต๐ฒ ๐ง๐ฒ๐ป๐๐ถ๐ผ๐ป ๐ผ๐ป ๐๐ต๐ฒ ๐ง๐ฟ๐ฎ๐ถ๐น
Mar 24
The 24-Inch Migration: Onboarding a 5-Year-Old to New Hardware
Learn how to apply software engineering principlesโlike look-ahead buffers and integration testingโto manage complex hardware migrations. Discover howโฆ
Mar 17
2
Lying Tests and the Silent Swallow: Hardening Legacy Java
Is your CI/CD pipeline telling you the truth, or is it just telling you what you want to hear?
Mar 17
2
Refactoring the Workshop
Rebuilding a bike maintenance stack from scratchโfrom professional roots to family essentials in Spain.
Mar 5
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Nik
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Environment Emulation: Using Docker as a Time Machine for Legacy Java
What do you do when the code is right, but the world has changed too much to run it? Youโve successfully compiled a 20-year-old Java app, but the momentโฆ
Mar 3
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Nik
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