The catalogue

AI Agents Memory Empowered by Knowledge Graphs

The starting point: why retrieval alone is not memory, and how a knowledge graph gives an agent something it can reason over instead of merely search.

Beyond Context Graphs

Agentic memory as a set of cognitive processes rather than a store — extraction, consolidation, and promise graphs for agents that cooperate without a central authority.

World Models for AI Agents

A structured representation of the environment an agent reasons about, and how to build one that supports decisions rather than descriptions.

Temporal Aware AI Memory

Time as a first-class dimension in agent memory: bi-temporal facts, decay, recency-aware retrieval, and causal ordering across episodic and semantic stores.

Semantic Space Time for AI Agent Ready Graphs

Mark Burgess's Semantic Spacetime ontology — NEAR, LEADS-TO, CONTAINS, EXPRESSES — applied to build graphs whose semantics stay consistent under retrieval and reasoning.

Metagraph for AI Agents

Higher-order structure — edges over edges, hyperedges, reified relations — for agents that must reason about statements, not just facts. Bipartite encodings aligned with HyperGraphRAG.

Dependent Types & Logic for AI Agent Ready Knowledge Graphs

What dependent type theory and higher-order logic offer a knowledge graph: constraints that hold by construction, and models that cannot express nonsense.

Edge AI: Pocket Knowledge Graphs on User Device

A knowledge graph that fits in a pocket. Local-first, privacy-first memory that ships as a file and runs in-process — no server, no network hop, nothing leaving the device.

LadybugDB for Edge Agent AI Memory

An embedded columnar graph database as the substrate for agent memory: how it stores, how it traverses, and why in-process changes what an agent can afford to ask.

GraphDuck: DuckDB for Embedded AI Agents and Graphs

Graph workloads on a columnar analytical engine. What DuckDB gives you for free, where it needs help, and how far an embedded analytical store carries agent memory.

TypeDB for Edge AI Agents

Strongly-typed knowledge graphs as on-device agent memory: PERA modelling, polymorphic entity-relation-attributes, and SHACL-style validation at the edge.

Cypher 103 with LadybugDB

Cypher past the tutorials — the query patterns that actually come up when a graph is doing an agent’s remembering for it.

Graph Engineering: The Loop That Remembers

The engineering loop around a graph that keeps learning: what to extract, what to consolidate, what to forget, and how to keep the whole thing honest over time.

Fact-Based Agents

Elementary facts as the unit of agent knowledge. Attribute-free modelling that a domain expert can read back as sentences — and an agent can reason over without guessing.

Sovereign AI Agents

Agents that own their memory, hold their own credentials, and never ask a cloud for permission to think. DIDs, verifiable credentials, and trust without a central authority.

Rusty Graphs — AI Ready Graphs for Rust Developers

Building agent-ready graph infrastructure in Rust: the crates, the trade-offs, and the parts you still have to write yourself.

Clarity Engineer: Code Is the Side Effect

The argument that an engineer’s real output is clarity, and the code is what falls out of it. What changes when you take that seriously.

Clarity Forge: Local Coding Agent Done Right

Building a coding agent that runs on your machine and earns its place in the loop — context, memory, and the discipline that keeps it useful past the demo.

Philosophical Wednesdays with an AI Powered Architect

Weekly arguments with a machine about architecture, meaning, and what we are actually doing. Less a manual than a record of thinking out loud.

Qi: The Neuroscience, Chemistry, and Microbiology of Tea Meditation

What is actually happening — in the leaf, in the gut, and in the nervous system — when tea is used as a method of meditation rather than a drink.

Also in Ukrainian: Ці — нейронаука, хімія та психологія чайної медитації

Ерва Мате для Характерників

Yerba mate, taken seriously: preparation, chemistry, and ritual. Written in Ukrainian.

97%

A techno-horror novella. Two prequels — 87% and 37% — are published on Leaflet.