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How I Built an Agentic OS on Top of My Obsidian Knowledge Vault
There's a moment in every knowledge engineer's life where their tooling finally stops fighting them and starts working with them. For me, that moment came when I combined Andrej Karpathy's LLM-wiki model for Obsidian with a custom-built agentic dashboard I call Invariant — and suddenly my AI agents had the full context of who I am, what I know, and what I'm building. This is the story of how I got there. The Problem: AI Agents Are Brilliant Amnesics If you've used LLMs for pr
Georgios Kogketsof
8 hours ago10 min read


Beyond the Gatekeeper: Navigating "Quality Blindness" and the Rise of the Quality Guild
The Evolution Paradox: Traditional gatekeeping offered total visibility but at the cost of speed. Today’s embedded models offer maximum velocity, but are we accidentally creating a "Quality Blindness" that masks long-term risk? Introduction For years, the QA Manager was the final safety switch. We stood at the end of the conveyor belt, holding the big red "Stop" button. But as we move toward the age of AI agents, MCP (Model Context Protocol), and decentralized squads, that
Georgios Kogketsof
Apr 72 min read
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8 hours ago10 min read


Apr 4, 20256 min read
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