Writing on tech, music, and whatever else I feel like

Title: From Validation to Emergence — insights from 18 months of independent systems research

In the quiet space between thoughts, I wonder if anyone truly sees the world as I do. Not just the surface—the shared reality we all nod to—but the deeper currents that shape our interpretations.

LLMs and Model Context Protocol (MCP) are weaving intelligence into systems everywhere. This creates an immediate problem: security concerns around prompt injection and data leakage.

The drive from Event modeling and the event sourcing community, is slowly getting more attention. The idea of having a single source of truth, is not new. But the way how we can achieve it, is getting more and more clear.

I failed. One year has been almost over. One year ago I was at an exciting journey of self employment and opportunities.

I would consider, being at the edge of tech stacks these days. As being only working for myself for one year, to make a confident prediction, where the world is moving. I want to be at the cutting edge. My mind is often thinking about the next big things. And that’s where I want to share my personal experience now.

Let’s dive into a practical implementation of AI response streaming using event-driven architecture with Axon Framework and Spring. This approach offers real-time updates while maintaining clean architectural patterns.

I’m Kevin, a 25-year-old software developer who’s passionate about transforming how software projects are managed and delivered. My journey began in a small village in Lower Saxony and took me to Cologne to study computer science, where I quickly learned the importance of sequence diagrams. During my time in Vienna, I was introduced to the real-world chaos of software development, and I knew something had to change.

I’ve been thinking a lot about communication lately. I’ve been reading a lot about it, and I’ve been practicing it a lot. I’ve been trying to improve my communication skills, and I’ve been trying to understand how communication works.

Today I was talking with 2 people for 7 hours about all kinds of things of life. It felt so timeless because we were so engaged into our conversations. It was great, so what do I think the world will turn into?