References
Our own products. Our own platform.
Every claim on this site gets tested the same way: we build real, public products on ATAILA and run them in production. These are not demos or slides — you can open each one right now. You imagine it. We take it to production — and we took our own there first.
Newest reference · live
A “fork” in a day — from OpenChef to OpenChem
OpenChem is a bilingual collection of classic chemistry demonstrations, and it went from idea to live site in hours, not weeks — by reusing OpenChef, our AI kitchen, as its starting point.
Strictly speaking it is not even a fork. There is one codebase and one container image; a brand toggle decides whether it serves OpenChef or OpenChem. Not a single line had to be branched, and no code was copied. We wrote only the delta: the brand profile, the chemistry vocabulary, the age and safety labels, the legal text, and ten experiments in two languages. That is precisely why it could be this fast.
ATAILA Factory
Provisioned the whole landing zone on our own hardware — environments, database, object storage, secrets, DNS, certificates, network rules.
ATAILA Coder
Wrote the application, API, database schema, admin portal and website — on-prem, on open-weight models running on our own GPUs.
ATAILA Release Manager
Versioned the image and promoted it through the environments to production — the same governed path every customer project uses.
Honestly labelled, as always: the experiment descriptions were assembled by a language model from long-established classic demonstrations — it invented no new chemistry — and they have not been independently expert-reviewed. The illustrations are AI-generated, not laboratory photographs. No public AI service was touched and nothing left our own racks. The site says all of this itself, on the record.
Live product
nextpost — the reader decides what gets written next
A live, public queue readers vote on to decide which article gets written next — and the votes rewrite the running order. The front page shows eight weeks ahead: what is coming, when, and on which blog. This is our first reference that is not a content site but a full application: its own database, LinkedIn sign-in for voters, ATAILA SSO for the admin, and an admin portal where the most-requested topics are scheduled onto the coming weeks. It drives two live blogs in production.
- Public queue with votes authenticated by LinkedIn sign-in
- Eight-week public content calendar — rewritten by the votes
- Admin portal: approval, weekly scheduling, full vote audit trail
- One queue, two live blogs: cloudmigration.blog and privateai.blog
- A boxed product — handed to anyone who publishes regularly
Live product
OpenMath — practice math, beat the clock
A live math-practice platform for primary-school kids: timed quizzes with instant grading, badges, streaks and real-time multiplayer races — fully bilingual in Hungarian and English. The application was programmed by ATAILA Coder, our on-prem agentic coding fleet, and the practice content was written by a language model on our own servers. It is the first product the ATAILA platform ever provisioned end to end.
- 24 quiz types across 6 topics, aligned with the primary-school curriculum
- Real-time multiplayer — a lobby, a 3-2-1 countdown, a podium at the finish
- Fully bilingual: Hungarian and English
- Built by ATAILA Coder on our own GPUs — no public AI service touched
- 4 real environments; new platform capabilities go live here first
Live product
OpenChef — an AI kitchen, honestly labelled
A live recipe showcase where everything is generated: the application by ATAILA Coder, every recipe by a language model on our own servers, and every image by a dedicated image-generation AI node — not a single dish ever existed. Nothing touched a public AI service and no data left our racks. The site says all of that up front, because a reference project that fibs about small things is worthless as a reference.
- 100% AI-generated: code, recipes and images
- Every image from a dedicated image-generation AI node — zero photographs
- No public AI service touched; nothing left our own hardware
- Server-side rendered, bilingual (Hungarian first)
The open*.hu family
OpenMath, OpenChef and now OpenChem are the live members of the open*.hu family — focused public products, each provisioned by the same manifest-driven flow and running the same private AI. OpenChem is the one that shows what the family is really for: once the platform holds the first product, the second costs hours. opencoach (coaching) is next. Each one exists to prove the same claim on a live product before any customer has to take it on trust.