independent · ai-native · software atelier

Software written
with design aesthetics,
run at the speed of thought.

Repetitive work is a bug in how humans spend their day. We build the patch — autonomous workflows, browser extensions, and small sharp AI tools that quietly do the boring parts so you can do the rest.

See what we shipped Brief us
4 tools in the wild 0 generic dashboards status: caffeinated
cam_01 // workshop feed
rec
shipping in progress
autonomous workflows✦ browser extensions✦ ai micro-services✦ no busywork✦ design + engineering✦
The manifesto

From friction
to flow.

We think the best technology is the kind that disappears. You stop noticing the software and just… do the thing. So we obsess over the seams — the copy-paste, the tab-switching, the "let me just run this one more time" — and we automate them out of existence.

AI didn't replace the craft. It raised the ceiling. We build tools that think a little, so the people using them have to think about a lot less.

“If a human has done it more than twice and felt nothing the third time, it was never their job. It was ours.”
— labonni operating principle №1
what we do

Three kinds of leverage.

// pick a friction, we'll engineer it into a non-event.

Autonomous Workflows

Pipelines that handle data syncs, reporting, and recursive business logic on their own — running 24/7 while you sleep, in meetings, or pretending to be in meetings.

  • Custom ETL & data plumbing
  • CRM / ERP automations

Browser Extensions

Bespoke Chrome & Edge tools that audit, scrape, or inject smart automation straight into the web apps you already live in. The platform works for you for a change.

  • Workflow optimizers
  • Scrapers & parsers

AI Micro-Services

Single-purpose APIs powered by frontier models (Claude, GPT, Gemini) that read documents, route messages, or generate assets on demand. Small surface, large effect.

  • Autonomous agents
  • RAG document indexers
labonni labs

Working products,
not slide decks.

active R&D
live 001

MoleSeek

B2B lead & data engine. Finds, cleans, and delivers sales-ready contacts from 40+ sources.

moleseek.com →
in dev 002

AlgoSlave

AI browser extension that bends platform workflows back in the user's favor.

under development
in dev 003

Watchdog

Autonomous queue manager that babysits AI video-generation pipelines so you don't have to.

under development
in dev 004

Otterpin

AI micro-tool that automates SEO content-pinning pipelines for creators.

under development
// live sandbox

Watch one think.

Pick an automation recipe and run it. No real servers were harmed — but this is roughly how ours talk to themselves.

// terminal idle — press run.
/ start a build

Let's build.

Tell us what's draining your day. We compile it into a brief and get back to you — like a human, not a ticketing system.

secure handshake · no spam, ever