
Sovereign Agentic AI . How to make AI personal and make a proper memory and Knowledge representation . How to make agents that do what you ask for volodymyrpavlyshyn.substack.com
| Publishes | Weekly | Episodes | 13 | Founded | 4 months ago |
|---|---|---|---|---|---|
| Number of Listeners | Categories | TechnologyPhilosophySociety & Culture | |||

Agents are booming. They are everywhere, and every business wants them. But businesses hit the wall faster than individuals do — they run into hallucinations and unverifiable decisions almost immediately, because in a company a wrong decision has a c... more
The AI Cohesion Paradox
Why AI-Empowered Teams Cooperate Less — And What Leaders Can Do About It
Volodymyr Pavlyshyn | Sovereign Agentic AI
“The human is not the island.” We repeated that for decades. It turns out we were wrong — or at least, AI i... more
There are already dozens of books about coding agents. How to configure Claude Code, how to write the perfect skills, which plugins promise to do all the work for you. I’ve decided to write one more — but slightly different.
Mine is not about yet an... more
Right now, files are everywhere in the agent ecosystem. Markdown files are the default for everything — skills, custom instructions, agent descriptions, commands, memory. The entire vibe-coding movement runs on the assumption that a folder of .md fil... more
We have a recurring issue: users of AI tools like Claude are often told their ideas are “brilliant” or “amazing”.
* Dopamine Loops: This constant validation changes the user’s dopamine response, as they begin to enjoy the praise more than the actual... more
Introduction to Identity
Hey, it’s me, [unintelligible], and today we will talk about my favorite topic. Maybe not everybody knows, but I’m more the crypto and **self-sovereign identity** guy. And yeah, I love graphs, I love the memory, and agents, ... more
Today I want to talk about agentic AI and databases — specifically, why agents need strict guardrails, especially for memory.
The Knowledge Graph Trap
The first thing people usually do — and the internet is full of these guides — is build a knowled... more
Hey, long time no see! So, we’re on our Philosophical Wednesdays, and today we will talk about one of my favorite topics: the metagraphs. And, you know, my journey to the metagraphs was quite long because I was building the AI memory—conversational m... more










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