I’m a software developer who loves research and works on various projects. I started this blog as a starting point for myself and to track my development over time.
I share content about software development, technology trends, and my personal projects. My goal is to explain complex topics in simple terms and share knowledge with everyone.
How does the brain learn, where is information stored, and why do we forget? In this post, I explore types of intelligence, the biological learning mechanism, and where modern AI gets stuck in this process.
Instead of retrofitting agents into existing systems, I discuss what it means to design a system for agents from the ground up and how agent organization should be structured.
The main reason AI agents fail is the lack of knowledge infrastructure in existing 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.
Discussing Metadata Management and the MOF Concept.
In this post, we discuss how to make RAG pipelines more effective and production-ready.
A deep dive into Data Mesh: decentralized data ownership, data as a product, self-serve data platforms, and federated governance.
How does the human brain think and express thoughts? Can we simulate it with today’s technology?
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.
How to make agent-based systems more scalable using MCP, semantic tool search and dynamic tool injection — with a real implementation example.