Blog & field notes
AI, Telegram bots, ComfyUI, local models — and how we actually ship things to production.
Practical write-ups from real projects — not theory.
How I brought the portal to life: smooth scroll, parallax and cosmos
Redesigning humanikron.xyz: Lenis inertial scroll, colourful nebula parallax, scroll reveals and a custom cursor — without heavy libraries and without losing speed.
ReadARGUS: a field SDR radio receiver on a Raspberry Pi
I built a radio dashboard on RTL-SDR and a Raspberry Pi: FM, aviation (ADS-B), a spectrum scanner and decoders — all in the browser, with one dongle and a smart access arbiter.
ReadROZUM — a private AI assistant for your documents (RAG)
A local RAG assistant: upload PDF/DOCX/Excel by section, ask in plain language — the answer comes with citations and a link to the source page. Documents never leave your PC.
ReadWelcome to the HUMANiKRON blog
What this blog is about and what to expect here.
ReadHow I build Telegram bots for business
My process — from a spec to a bot in production in 2–5 days. The stack, the decisions and why a fixed price.
ReadComfyUI vs the cloud — my image-generation workflow
How I generate images for clients: local ComfyUI on an RTX 4060, with Stable Horde and Pollinations as a fallback.
ReadLocal LLMs in practice — when gemma and qwen beat a cloud API
Why I run part of my tasks on local models via LM Studio, and when I still reach for the Claude API.
ReadRozumnyk and Pershachok — how I build educational apps for kids
The architecture of my children's edtech apps on Expo: a single WebView page, gamification and voiceover.
ReadHUMANiKRON — my smart home on Raspberry Pi and Tailscale
How I built a smart-home AI system: two RPis, a web dashboard, ComfyUI, MusicGen and a Telegram dispatcher in a private network.
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