The Missing Piece of AI Agents: Knowledge Infrastructure
The main reason AI agents fail is the lack of knowledge infrastructure in existing systems.
Posts
A Conceptual Framework for LLM-Based Agent Systems
I attempt to build a framework-agnostic conceptual model that covers the core components of LLM-based agent systems and the relationships between them.
Metadata Management and the MOF Concept
Discussing Metadata Management and the MOF Concept.
RAG Pipeline Optimization Techniques
In this post, we discuss how to make RAG pipelines more effective and production-ready.
Data Mesh
A deep dive into Data Mesh: decentralized data ownership, data as a product, self-serve data platforms, and federated governance.
How Does the Brain Think?
How does the human brain think and express thoughts? Can we simulate it with today’s technology?
Memory Usage & Types in Agents
In this post, I explain why memory structures are critical in agent architectures, detailing types from sensory to semantic memory and how they are practically applied.
Semantic Tool Search & Dynamic Tool Injection
How to make agent-based systems more scalable using MCP, semantic tool search and dynamic tool injection — with a real implementation example.
Why I Decided to Start a Blog
Where did my motivation to write come from? What will my posts be about? A small introduction.