agentic ai
sovereign ai agents
Future of personal and private AI . dont trust AI until you own it to buy a coffe https://ko-fi.com/volodymyrpavlyshyn
LatestRecent writing
Metagraphs for Context Graphs and Organizational Memory: A Substrate for Causality and Decision-Making
May 24, 2026The New Shape of Amnesia: Technical Debt, Cognitive Debt, and the World Models Our Agents Refuse to Build
May 18, 2026Sovereign Agency — User Angle
Mar 5, 2026Social Memory in Multi-Agent Systems
Mar 1, 2026Why Agentic AI need memory
Feb 25, 2026The Elephant in the Agent Room: Why the Future of Autonomous AI Runs on Rules, Not Just Models
Feb 19, 2026Racket: Programmable Programming for Constraint Natural Language of AI Agents
Feb 3, 2026Promise Graphs for Agent AI: A New Architecture for Multi-Agent Coordination
Feb 1, 2026Rosette: A Solver-Aided Programming Language for Building Intelligent Constraints
Jan 30, 2026Book Intro: Beyond Context Graphs
Jan 29, 2026Beyond Context Graphs: Agentic Memory, Cognitive Processes, and Promise Graphs
Jan 28, 2026AI-Ready Data is a Myth: Why Domain Expertise and Human Context Trump Automation
Jan 25, 2026