Complex systems,
quietly connected.
Cloud, data, app, and AI — one senior team building them as one system. End-to-end. AI-native. Open source.
What we do
Six practices, one team. We engage where the work is most consequential and stay through production.
All services →AI Engineering
RAG, agents, embeddings, evals, model selection. The right model where it earns its keep — not where it doesn't.
Web Applications
React, Next.js, Builder.io. Type-safe, accessible, fast. Design systems that survive a re-org.
Mobile
Native iOS and Android in Swift / Kotlin. React Native when the math works. Shipped to the store, not the deck.
Cloud Infrastructure
AWS and GCP. Kubernetes, IaC, observability. Native-image Java / Kotlin for Lambda — fast cold starts, lower spend.
Modernization
Legacy stacks brought into the present without a forklift. Strangler patterns, incremental cutover, no big-bang risk.
Architecture & Audit
An honest read on what's working, what's costing you, and the next two moves — written down, defended in a room.
How we work
The full process →Senior only
No leveraging junior teams against your budget. The person scoping is the person shipping.
Open source first
We build on tools we can read, fork, and own. No lock-in, no proprietary dead ends.
Cost-aware by default
Native-image runtimes, sensible cloud choices, infrastructure you can afford to operate at scale.
Recent work,
numbers included.
Every claim we make has a system in production behind it. Three recent engagements are written up with the numbers — client names on request.
See the work →