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.
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.
Where did my motivation to write come from? What will my posts be about? A small introduction.