Infrastructure

We build predictable environments — from local development to production. The goal is stable deployments, controlled change and observability, without “server magic”. We use automation and AI-supported tools to diagnose issues faster, reduce manual operational work and keep environments predictable.

• CI/CD pipelines and release flow
• Docker for development, Kubernetes for production (when appropriate)
• GitOps / environment configuration as code
• networking, ingress, certificates, secret management
• observability: logs, metrics, alerts (baseline)
• hardening and basic security practices

• deployments are repeatable and predictable
• changes are controlled and traceable
• issues can be diagnosed without guesswork