Rafal Muszynski

Agents that pick up a ticket and open their own pull requests — several at once.

The real distribution bottleneck isn’t strategy.

After selling a company and taking a regular job, the org looks different — and that lens never quite goes away.

Three failures that taught me RAG is mostly normal engineering — a silent retrieval bug, undersized chunks, and a self-contradicting prompt.

A year of daily use.

I painted my first ever canvas with zero experience, guided step‑by‑step by AI.

Announcing a private beta, what I’m building, and how I help teams understand customer feedback faster.

A short reflection on building Harmonizely for four years, the transition to full-time, and what came next.

A candid look at building Harmonizely nights and weekends: validation, MVP, beta, and the first paying customer.