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What I think about AI engineering, business automation, and the industry. Written from the perspective of someone who ships production systems, not slides.

2026-07-09 · 12 min read

Ukrainian IT is dead. Nobody just says it out loud.

44% of developers cut their salary expectations. My $2500 interview became an $800 posting. Meanwhile code is written in seconds. What you actually get paid for now.

2026-05-24 · 8 min read

AI is eating SaaS. Here is what I see from the inside.

OpenAI and Anthropic ship features faster than startups can pivot. The API-wrapper era is over. What survives and what doesn't.