Education · Networking · AI

Systems that hold
their shape.

A software studio working across three fields, with one discipline: understand the problem completely, then build the smallest thing that solves it.

01Practice

Three fields. The same way of working.

i

Education

Learning platforms, assessment tools and administrative systems for institutions that need software to survive a full academic year, not a demo.

  • Learning management
  • Assessment & analytics
  • Student information systems
ii

Networking

Infrastructure software where latency, observability and failure behaviour are the product — monitoring, orchestration and the layers underneath them.

  • Network monitoring
  • Orchestration & automation
  • Distributed systems
iii

Artificial intelligence

Applied models inside real products: retrieval, evaluation and the unglamorous plumbing that decides whether a model is useful or merely impressive.

  • Retrieval & knowledge systems
  • Evaluation pipelines
  • Model integration
02Projects

Projects

Education

Tomomi

友美 — "close friend"

Baccalaureate preparation for Romanian high-school students.

The whole exam on a phone: lessons that run as programs rather than play as video, a daily plan that rebuilds itself around what a student has actually forgotten, and AI examiners that mark handwritten work photographed off the page.

  • Animated lessons compiled from Rust to WebAssembly
  • Daily schedules driven by spaced repetition
  • AI grading agents for essays, exams and exercises
Networking

Soki

双記 — "twin record"

Peer-to-peer encrypted notes, with no server to trust.

Notes that sync straight between your own devices over hole-punched QUIC, merge without conflicts, and are encrypted both on the wire and on disk. No account, no cloud database, no sign-in — and nothing in between that can read a word.

  • Peer-to-peer sync over QUIC, hole-punched
  • Local-only: no account, no cloud database
  • Encrypted at rest and end-to-end in transit
In developmentLanding page and downloads to follow.Soki in detail →
The libraries underneath

Four in-house libraries carry the parts of Tomomi that had no off-the-shelf answer. They are built as separate projects because they are separate concerns — and because each one is useful on its own terms.

03Method

Method

01

Define

We spend the first weeks reducing the brief until only the real constraint is left.

02

Prototype

A working slice in front of real users early, so the expensive decisions are made with evidence.

03

Build

Small teams, short cycles, tests that mean something. Nothing ships that we would not operate ourselves.

04

Hand over

Documentation, runbooks and a team that can carry it. We aim to become unnecessary.

Tell us what is not working.

We reply to every message ourselves, usually within two working days.