Nik Malykhin
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Human Overwatch in AI Code Generation
Designing a Duplicate Protection Hashing Service
Jun 9
When AI Breaks Database Parity
The Landscape of Database Selection and the Integration Testing Paradigm
Jun 2
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Nik
May 2026
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 infrastructure…
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 build…
Apr 21
The ISO Wall and the CCD: Testing a €45 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
𝗧𝗵𝗲 𝗣𝗿𝗮𝗴𝗺𝗮𝘁𝗶𝗰 𝗛𝗲𝘅𝗮𝗴𝗼𝗻: 𝗦𝗰𝗮𝗹𝗶𝗻𝗴 𝗗𝗲𝗰𝗼𝘂𝗽𝗹𝗶𝗻𝗴 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗖𝗼𝗺𝗽𝗹𝗲𝘅𝗶𝘁𝘆
𝗧𝗵𝗲 𝗧𝗲𝗻𝘀𝗶𝗼𝗻 𝗼𝗻 𝘁𝗵𝗲 𝗧𝗿𝗮𝗶𝗹
Mar 24
The 24-Inch Migration: Onboarding a 5-Year-Old to New Hardware
Learn how to apply software engineering principles—like look-ahead buffers and integration testing—to manage complex hardware migrations. Discover how…
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
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