Sitemap - 2026 - Nik Malykhin
Human Overwatch in AI Code Generation
When AI Breaks Database Parity
A Systematic Approach to AI in Production
Diagnosing Observability Gaps in Blocking Controller Methods
Project 2002: Curating a Practical Build for the Windows 98 Era
The Preparation of the Machine
The Shared Reality of the Database Ledger
The ISO Wall and the CCD: Testing a โฌ45 Film Alternative
The Cognitive Cost of AI Delegation
The 24-Inch Migration: Onboarding a 5-Year-Old to New Hardware
Lying Tests and the Silent Swallow: Hardening Legacy Java
Environment Emulation: Using Docker as a Time Machine for Legacy Java
The Strangler Build: Modernizing Java Tooling with Gradle 7.6
The Golden Bridge: Why Java 8 is the Ultimate Tool for Legacy Refactoring