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Abstract network of connected nodes — representing AI orchestration and engineering systems
How we build

How we deliver across six areas without cutting corners.

A small set of habits, our own orchestration, and the same engineering foundations under everything we ship.

The way we work

Three habits shape every project.

Production-first

We build for the live system from day one. A demo that can't go to production isn't finished.

Grounded

AI answers are checked against real sources before anyone sees them. If a claim can't be backed up, it doesn't ship.

Measured

We define what good looks like, then track it: quality, latency, cost. Decisions follow the numbers.

Our orchestration

We built our own system for running development work, and we use it on real projects. It's how one studio covers this much ground at pace.

Strategos

Our orchestration framework, built on a separation of powers. Planning, execution and verification stay independent, so no one's work is judged by whoever did it. It's the internal engine behind how we run projects, and it's tested hard before it touches client work.

agent-farm

A production fleet of AI development agents in build, QA and scouting roles, working in parallel against a shared board under layered safety controls. It runs our own development day to day, which is how we move quickly without dropping quality.

The foundations under every build

The same engineering base sits under client work and under dopomo.pl.

Infrastructure

Cloud, containers and infrastructure-as-code, so environments are repeatable and ready to scale.

Reliability & monitoring

Tracing, error tracking, dashboards and alerts, plus quality checks that run automatically on every change.

Security & compliance

Data protection by design, GDPR, and EU AI Act assessment handled as part of the build.

These are the same foundations behind dopomo.pl.

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