From architecture and infrastructure to delivery pipelines, AI and integrations. We choose tools for the problem, your environment and the people who will run the result.
Cloud
Cloud architecture and operation in accounts you control.
- AWS
- Azure
- Google Cloud
- DigitalOcean
Infrastructure as code
Repeatable environments, reviewed changes and configuration kept in code.
Containers
Packaging and running services across development, test and production.
- Kubernetes
- AKS
- EKS
- GKE
- Docker
- Helm
Delivery
Build, test and release pipelines with controlled deployment and rollback.
- GitHub Actions
- GitLab CI
- Azure DevOps
Observability
Metrics, logs and alerts to investigate incidents, performance and cost.
- Grafana
- Prometheus
- Loki
- Alertmanager
- structured logs
- cost tracking
Security
Secret management, image scanning and policy checks in the delivery process.
AI and agents
AI models and agents with defined tasks, evaluation and human responsibility.
- Claude API
- OpenAI API
- open-weight models where required
- tool calling
- agent orchestration
- evaluation sets
Retrieval
Search and answers grounded in your documents and data, with source references.
- Qdrant
- PostgreSQL
- embeddings
- RAG
Workflow
System integrations and repeatable workflows with logging and error handling.
- n8n
- webhooks
- scheduled jobs
- internal tooling
- REST APIs
- message queues
- email and forms