Kürşat Kutlu Aydemir
Software engineer, data scientist & AI researcher
Writing
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Auto-Editing My YouTube Videos With an AI Agent
July 08, 2026How I turned a raw two-hour gameplay capture into a cut video, vertical Shorts, captions, and thumbnails by handing the grunt work to an OpenVole a...
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Running an OpenVole Server From Scratch
June 23, 2026A complete, step-by-step walkthrough: install OpenVole, stand up the server, create your first agent, wire in the four essential paws — brain, sess...
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OpenVole: From a Micro-Agent Core to a Self-Hosted Agent OS
June 16, 2026How a tiny agent loop grew, over four major versions, into a self-hosted operating system for AI agents — and three features I haven’t seen anywher...
Projects
AWARE
Research on identifiable computational units (caps) for AI. Current paper: cap-augmented transformers achieve a 51% perplexity reduction over a matched-size baseline on TinyStories. Long-term direction: identifiable, self-evolving architectures.
Nart Sagas
A Diablo-style action RPG set in the world of the Circassian Nart sagas — kill, loot, level, and push back Yemynech the plague-bringer across the high Caucasus. In development with Godot 4.
limnx
The Limnx kernel - A small, hackable Unix-like OS for x86_64 and ARM64.
OpenVole
The self-hosted agent OS — I'm the creator and maintainer. Run a fleet of AI agents on your own hardware, against any model, from one dashboard; peer-to-peer networked, nothing phones home.