Claude agents and cloud platforms, built inside your team.
Xolving Labs is a forward deployed engineering company in Iași, Romania. We embed with your engineers to take Claude agents from a first trial to production, and we build the Kubernetes, Terraform and CI/CD they run on.
Remote, with working hours that cover the full business day in Europe and on the US East Coast.
Right-size the staging node group
envs/staging/eks.tf
- instance_types = ["m6i.2xlarge"]+ instance_types = ["m7i.xlarge"]- desired_size = 6+ desired_size = 4- terraform plan: 0 to add, 1 to change, 0 to destroy
- tflint and checkov passed
- Ran with read-only cloud credentials
Merging is blocked until a maintainer approves.
Services
Forward deployed engineering
We join your team and take Claude agents from a first trial to production.
- Agent workflows built on Claude Code and the Claude Agent SDK, with MCP servers connected to your tools.
- Harnesses that keep agents in bounds: scoped permissions, hooks that block destructive commands, a token budget for every run, and write access only through pull requests.
- Production deployment as short-lived Kubernetes Jobs, with least-privilege credentials, secrets kept out of prompts and logs, and human approval before anything changes production.
- Monitoring with Langfuse tracing, an audit log of every agent action, and alerts on cost and failures.
- Documentation and a handover, so your team runs it after we leave.
Platform engineering
We build and run the platform your developers ship on, from inside your team.
- Kubernetes on EKS and AKS, and HashiCorp Nomad, Consul and Vault.
- Infrastructure as code with Terraform and Helm, and GitOps with ArgoCD.
- CI/CD on GitLab CI, GitHub Actions or Azure DevOps, with the slow and flaky steps fixed.
- Monitoring and alerting with Prometheus, Grafana and Alertmanager.
- Lower cloud cost across development, test and production environments.
Site reliability engineering
We migrate and operate your systems, with agents doing the routine work.
- Migration from on-premises to AWS with reusable Terraform modules, a cost estimate per component, and Well-Architected documentation.
- Cluster patching, security updates, and dependency updates through Renovate on GitHub or GitLab.
- Incident response, with agents that investigate an alert and draft a root-cause report for the on-call engineer.
- A monthly retainer, so you pay per month and not per token.
Selected work
We don't publish client names.
Two AI-first products, from zero
Cloud infrastructure built from scratch for AI video surveillance in office buildings, and for an aviation SaaS.
An on-premises to AWS migration framework
Reusable Terraform modules, CI pipelines, custom tooling, per-component cost estimates and Well-Architected documentation, for a software company becoming an AWS partner.
Multi-agent DevOps tooling
Agents built on the Claude Agent SDK that run as ephemeral Kubernetes Jobs. They open pull requests and draft manifests, with no write access to production.
Lower infrastructure cost
Reduced cloud spend across development, test, acceptance and production environments, and across the CI/CD fleet.
How we work
Embedded
We join your standups, tools and on-call rotation, part time or full time. Billed monthly.
Fixed-scope project
A written scope and a fixed price before work starts. Suits migrations and platform builds.
Monthly retainer
Ongoing operations after a project ends: patching, updates and on-call, billed monthly.
What happens after you get in touch
A 30-minute call
You describe the problem. We tell you whether we are the right fit.
A written proposal
Scope, timeline and price, in writing, before any work starts.
Delivery
Work happens in your repositories, as pull requests your team reviews.
Handover
Documentation and a walkthrough, so your team can run it without us.

Who you'll work with
Remy Toma, founder
13 years in IT, 11 of them in DevOps and SRE. Remy has run Xolving Labs since 2021, working embedded in client teams from start-ups to software companies, and has built agent tooling with Claude Code and the Claude Agent SDK since 2025. Red Hat Certified System Administrator. Based in Iași, Romania.
Tell us what you're working on
A few lines about the problem is enough. We reply from info@xolvinglabs.com.
Message sent
We'll reply from info@xolvinglabs.com.