BERSERKI
A small studio in Norway forging AI-native products with agents, automation, human judgment, and verification. Built in public — but not in full.
Five products. Four live, one in the forge.
Built in public, in Norway, mostly for Norwegian markets — but not always. Every one of these is shipping code, not a deck.
Fundinn
Be found — in Google and in ChatGPT.
A Norwegian SEO and AI-visibility platform for SMBs. Score 0–100, ranked recommendations, and weekly crawls — built for dentists, lawyers, tradespeople, anyone who needs to be discovered.
Forseti
Verifiable audit for AI agents.
Cryptographic proof of every action your agents took — anchored to a public chain, so you don't have to trust us. Named for the Norse god of justice.
Toolhalla
The hall of AI tools.
A curated, weekly-updated index of AI tools across coding, research, automation, and infra. For builders who'd rather compare than scroll.
The Mimic
Field guide to physical AI.
A directory and editorial brief on the robotics frontier — humanoids, embodied AI, warehouse and defense automation, the companies actually shipping. For builders and investors who need to know who's doing what, this week.
Omsorgsguiden
Independent guide to Norwegian elder care.
Free, ad-free directory covering nursing homes, home care, and assisted living across all 356 Norwegian municipalities — for families who shouldn't have to navigate alone.
Built with judgment, automation, and gates.
Direction comes from a person. Research, code, content, checking, and ops run through systems that create leverage. The public story is intentionally partial: the lessons are shared, the machine stays protected.
The name, and the reason.
In old Norse, berserkr meant one who fought beyond limits— bear-shirted, unflinching, going where their numbers shouldn’t have let them go.
That’s the move. Agents shifted the math: one human plus a disciplined fleet can ship work that used to require a team — provided the human is willing to direct, judge, and ship without ego. The further goal is sharper still: every product we build should become less dependent on us over time. The human is the seed, not the permanent operator.
We make products for real markets we understand — Norwegian SMBs, elder-care families, builders who need infrastructure they can verify. Some are local. Some are global. All of them ship.
Code trail and model fuel, refreshed daily.
Berserki measures output as shipped commits and model fuel, not vibes. Commits come from GitHub. Local token totals are estimated from Codex/Claude CLI logs; CodexBar quota may include Hermes gpt-5.5 usage that is not broken out as token rows here.
codex
claude
The lessons are shared.
Weekly notes on agents, automation, judgment, quality, and the work of building an AI-first company without publishing the full machine.
Model Progress Needs Translation
This week's useful signal was that model releases do not become business value as announcements. They become value only when an operator turns capability claims into workflow, budget, interface, and verification decisions.
Distribution Is Part of the System
This week’s useful signal was that AI advantage is moving beyond output and into the loop that gets work into the hands of users, earns trust, and learns from the market.
The Manager Layer Is the Product
This week’s signal was that AI work is getting less limited by raw capability and more limited by how well humans can assign, inspect, budget, and verify the work around it.
Got a problem worth forging a tool for?
Send a note. A human reads it. Reply usually lands within a day or two.