Independent laboratoryStockholm · 59.3293° N

minimumeffort.

Small experiments, serious curiosity. A place for products, AI, math, infrastructure, agents, and whatever I learn next.

Move the pointer · find the minimum

01

Experiments

Small products built to answer a specific question.

View all

03

About

A chronological record, from age seven to Minimum Effort.

8 chapters
  1. 01Age 7

    Started programming

    I wrote my first code at seven.

  2. 02Early career

    Electronic Arts

    I worked at EA before moving into independent work.

  3. 03Independent

    Ran a consultancy

    I built and ran my own software consultancy.

  4. 04Founder

    Built a startup

    I founded a startup. It failed, officially.

  5. 05Spotify / 01

    First four-year chapter

    The first of two separate four-year periods at Spotify.

  6. 06Spotify / 02

    Second four-year chapter

    A second four-year period brought the total to eight years.

  7. 07December 2025

    The AI shift

    Coding stopped being the blocker. I began moving toward AI, math, inference, infrastructure, LLMs, ML, agents, and models.

  8. 082026 / Now

    Minimum Effort

    I launched Rip My Build and started documenting the experiments that follow.

My background is distributed systems engineering. Minimum Effort documents my personal experiments and is independent of my work at Spotify.