Hi, I'm Niclas.

I started like many do: wanting to build things people actually use. Early projects quickly turned serious: frontend, backend, databases, deployment. Fullstack was never a buzzword to me, but a necessity: if you want to own a system, you have to understand it as a whole.

In the years that followed, I built web platforms and business applications for companies of all sizes, from internal tools for mid-sized businesses to multi-tenant platforms. Along the way it became clear that technology is only half the job. The other half: understanding the business behind it, communicating honestly, and building software that's still maintainable three years from now.

The difference between a prototype and a product isn't more code. It's ownership.

Large language models changed what software can do. I dug in early and deep: multi-agent systems, RAG pipelines, and above all the question of how to make AI quality measurable instead of just claiming it. Today I build multi-agent systems in enterprise environments, among other things, with evaluation and CI/CD quality gates, so impressive demos become reliable systems.

Going independent was the logical step for me: closer to the results, direct communication without the telephone game, full responsibility for what I deliver. That's exactly how I work with my clients today, whether in a two-person project or embedded in a larger team.