What AI devalues — and what it makes more valuable
AI does not erase professions wholesale; it devalues ways of creating value. What apps, courses, and roles lose — and where data, integration, and accountability grow.
Stuzhuk Lab — Chemistry of Code
Chemistry of Code
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The programmer in the age of AI: end of the profession or a new level?
AI makes code cheap, not systems. Who stays valuable in 5–10 years, why juniors are exposed, and what to learn in 2026.
Up to 8,000 Ukrainians: free Oracle IT training and certification
UK-Ukraine TechBridge and Diia City: Oracle University MyLearn until May 2027 — cloud, data, DevOps, Java, and a free exam on request.
From Junior to Senior Go Developer: What You Actually Need to Learn
A realistic Go growth map: the Junior foundation, Middle-level idioms and production work, then Senior architecture and responsibility—without needless frameworks or checklist theater.
Turn a Job Description Into a Focused Mock Interview Pack
A small Node.js script extracts signals from a job description and turns them into technical prompts, story gaps, and a seven-day practice plan.
Where Code Generation Ends and Engineering Begins
AI already writes working functions, but a product is architecture, context, risk, and accountability. The boundary between code and engineering, a 15-year legacy case study, and developer skills in 2026.