Metadata Management and the MOF Concept

Discussing Metadata Management and the MOF Concept.

October 17, 2025 · 8 min · 1526 words

RAG Pipeline Optimization Techniques

In this post, we discuss how to make RAG pipelines more effective and production-ready.

August 30, 2025 · 4 min · 641 words

Data Mesh

A deep dive into Data Mesh: decentralized data ownership, data as a product, self-serve data platforms, and federated governance.

August 22, 2025 · 4 min · 705 words

How Does the Brain Think?

How does the human brain think and express thoughts? Can we simulate it with today’s technology?

July 2, 2025 · 6 min · 1120 words

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.

June 19, 2025 · 8 min · 1633 words

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.

June 15, 2025 · 5 min · 918 words

Why I Decided to Start a Blog

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

June 12, 2025 · 3 min · 560 words