We engineer the impossible.
Senior engineering for complex problems. AI when it earns its place — not because it's trending.
Selected projects
Products and platforms we've built — from AI assistants to survey tools.
TEN Survey
AI-powered survey creation with real-time analytics. Generate professional questions in 30+ languages.
TEN HR
Modern HR management with AI-generated documents, onboarding flows, and performance reviews.
BOB
Conversational AI that manages emails, searches knowledge bases, and gets things done.
GrindXP
Transform your fitness journey into an RPG adventure. Earn XP, level up, and compete with friends.
tenSignPDF
Desktop application for Mac & Windows to sign PDFs with handwritten signatures. Draw your signature, place it on any page, add text fields for dates and names, then export the signed document.
Recent writing
No magic prompts: I treat AI like a team of engineers. One month, measured.
Over the past few months I have watched an avalanche of "ultimate prompts" for Claude Code, collections of 30...
August 2026
Nadella Didn't Say AI Will Put You Out of Business. He Said Something Else — and It's More Interesting.
There's a postcard from Futurism making the rounds on social media: a photo of Satya Nadella at Davos, wearing that ambi...
July 2026
Release Your Dragon: Deploy, Serve, and Share
Ember is trained, tested, and quantized. The final lesson is about letting it fly in the real world: serving it as an ap...
July 2026
Advanced Dragon Training: QLoRA, DPO, and Quantization
Ember flies and follows orders. This lesson is the advanced flight school: training bigger dragons on the same hardware...
July 2026
Taming the Beast: Evaluate, Diagnose, Iterate
Anyone can run a training script. The difference between a trained dragon and a lucky one is evaluation — measuring, dia...
July 2026
First Flight: Train Your First LoRA
Today Ember flies. You'll pick a base model, attach LoRA adapters, and run a real fine-tune on your own machine — the Ma...
July 2026Pragmatic engineering
7+ years at Ubisoft, then independent consultancy, now TEN INVENT. We build software the way it should be built — with senior judgment, clean architecture, and AI as a tool, not a brand.
More about us →Have a complex problem?
We work with engineering leaders who need senior-level execution. No sales pitch, no pricing page — just a conversation about what you need built.