What does a DevOps consultant actually do?
A DevOps consultant assesses your delivery pipeline and infrastructure, then designs and implements automation across CI/CD, Kubernetes, infrastructure-as-code, and observability. We are tool-agnostic by design, so we pick the right approach for your stack and compliance needs rather than forcing a single vendor's toolchain. The goal is faster, safer releases and far less manual operations toil, with your team owning the result.
What is AIOps and how does it help operations?
AIOps applies machine learning to operational data such as metrics, logs, and traces to detect anomalies, correlate alerts into incidents, find root causes, and trigger automated remediation. Built on open standards like OpenTelemetry, it keeps your telemetry portable. In practice it cuts mean-time-to-resolution and reduces alert noise so engineers spend less time firefighting.
Do you only work with Terraform and Argo CD, or other tools too?
We work across the full open-source ecosystem and adapt to your stack. For infrastructure-as-code that means OpenTofu, Terraform, Pulumi, Crossplane, Ansible or Nix; for GitOps and CI/CD, Argo CD or Flux alongside Tekton, GitHub Actions, GitLab CI or Jenkins; for Kubernetes, distributions from k3s and Talos to OpenShift. We choose what fits your governance, scale and exit strategy rather than locking you in.
Should we run managed Kubernetes or build our own?
Managed Kubernetes is faster to adopt and offloads day-2 operations like upgrades, monitoring, and backups. Building your own across the CNCF ecosystem - lightweight distributions like k3s, RKE2 or Talos, or a full platform on OpenStack, Proxmox and Ceph - gives full sovereignty and cost control. The right choice depends on your data residency, compliance, and in-house skills, and we are happy to recommend either.
Can DevOps and Kubernetes operations stay GDPR-compliant in the EU?
Yes. We engineer in Europe and offer EU data residency, running your pipelines, clusters, and observability stack on infrastructure and open-source tooling you control, so data and encryption keys stay in your jurisdiction. That posture also supports NIS2 readiness and reduces US CLOUD Act exposure for regulated workloads.
How much do managed DevOps services cost?
Engagements are typically scoped as a monthly retainer, per-environment fee, or outcome-based contract rather than a fixed list price. Cost depends on the number of clusters, environments, SLAs, and on-call coverage, so we scope it on a call rather than publish a number.