About

Jonatan Borkowski

Software Engineer · Poland

Hey, I’m Jonatan

I’m a software engineer with over 10 years of commercial experience. I love solving complex problems, and the recent AI/agent revolution has given me new tools to tackle challenges I couldn’t before.

Currently, I work as a full-stack engineer at a food delivery company, where I build systems that serve millions of users. But my real passion lies in exploring what’s possible with AI agents and LLMs.

My Journey

I started coding professionally in 2014, working across the full stack—from databases to frontends. Over the years, I’ve worked on e-commerce platforms, financial systems, and now food delivery.

In 2023, I dove deep into AI. What started as curiosity became an obsession. I’m now focused on:

  • Building agentic workflows that actually work in production
  • Understanding the reasoning capabilities of modern LLMs
  • Sharing what I learn with others

Why “The Reasoning Trace”?

A reasoning trace is the path an AI takes to reach a conclusion—the visible chain of thought. I chose this name because:

  1. It reflects my focus on AI and LLMs
  2. It represents transparency in thinking
  3. It’s how I approach problems: step by step, showing my work

Get in Touch

I love connecting with other engineers and AI enthusiasts. Feel free to reach out:

What I Write About

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AI Agents

Building reliable, production-ready agents that can solve complex problems autonomously.

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LLMs

Understanding how language models work and how to use them effectively.

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Engineering

Best practices and patterns from 10+ years of building software.