Assess
We start read-only and non-destructive. Your systems, workflows, and costs get mapped before anything gets touched.
- Read-only access by default
- Architecture and cost map
- A written plan with priorities
How we work / 03 stepsRead-only by default
Assessment first. Changes second.
Every engagement runs the way we ran production for a decade: understand first, change second, measure always.
Build
A small first milestone ships early so you can judge the work. Anything that writes goes behind a human-approval gate, and evals run before launch.
- Small first milestone
- Human-approval gates on writes
- Eval suites before launch
Operate
We run what we build. Observability, cost control, and on-call readiness from day one, with docs your team can run without us.
- Observability and SLOs
- Cost control as a feature
- Docs your team can run alone
Born in production
Uptime is a habit
We ran commerce platforms doing 700M+ EUR a year through their busiest days. That reflex, canaries, rollbacks, boring releases, is in everything we ship.
99.95% uptime, weekly releases became dailyHumans approve, agents act
Agents earn autonomy. Every action that writes to a real system starts behind an approval gate and stays there until the evals say otherwise.
approval gates on every writeThe bill is a feature
Token spend is engineered like latency: measured, budgeted, and cut at the transport, output, and design layers.
20-80% cuts by workloadThe stack underneath
- Kubernetes: EKS, AKS, GKE
- Terraform + Terragrunt
- GitOps: Argo CD
- AWS, GCP, Azure
- AWS Bedrock
- Prometheus + Grafana
- GPU scheduling
- MCP servers
If none of that means anything to you, it does not need to. It is the reason the thing we build for you keeps working.