InArtificial Intelligence in Plain EnglishbyVolodymyr Pavlyshyn·Jun 14The Glass Bead Game Was a Metagraph: Connecting dots for AI AgentsThere is a passage early in Hermann Hesse’s last novel where the narrator describes a player of the Glass Bead Game seated, in effect, at…
Volodymyr Pavlyshyn·Jun 11Everyone’s Building Loops. Almost Nobody’s Building the One That Remembers.Stop prompting your agents. Design the loops that prompt them.” It’s the right instinct — and it’s exactly half a loop. Here’s the other…
Volodymyr Pavlyshyn·Jun 10You Are Not Managing an Animal. You Are Summoning a Ghost.Karpathy’s three layers — Spec, Verifier, Environment — are grounded in the actual papers and mapped onto a pipeline you can run Monday…
Volodymyr Pavlyshyn·May 28The Token Economy of Coding Agents Is Broken — Here’s the Split That Fixes ItWhy the next leap in AI engineering is not a smarter model. It is a quieter discipline about which model gets which tokens.
Volodymyr Pavlyshyn·May 25Code Is the Side Effect: Why I Wrote “The Clarity Engineer”A book about how engineers, teams, and organizations actually transform around AI — not another pile of prompt templates.
Volodymyr Pavlyshyn·May 24Metagraphs for Context Graphs and Organizational Memory: A Substrate for Causality and…A companion piece to “Metagraphs for Agentic AI”
Volodymyr Pavlyshyn·May 18The New Shape of Amnesia: Technical Debt, Cognitive Debt, and the World Models Our Agents Refuse to…There is a sentence I keep coming back to, sitting in my office in Berlin, watching a Claude Code session politely rewrite a function that…
Volodymyr Pavlyshyn·May 15Obsidian, Supercharged: The AI Revolution in Personal Knowledge ManagementHow a markdown vault became the operating system for the thinking machine age
Volodymyr Pavlyshyn·May 10JSON-LD: The Bridge Between Graphs, Agents and Humans (And Why Fluree Changes Everything)There’s a question that keeps coming up in conversations with fellow graph enthusiasts, and it goes something like this: “Graphs are super…A response icon4A response icon4
Volodymyr Pavlyshyn·May 9Metagraph as Bipartite Graph: Implementing Higher-Order Knowledge with JSON-LD and FlureeThe Problem No One Talks About
