What we learn running production estates with agents and engineers. Written by the people on call.
Explore by solution area:
AI coding tools are generating code faster than teams can validate it, breaking the workflows built for slower development cycles. Preview environments are the platform infrastructure that closes the gap. Not a developer convenience, but a governance layer for AI-assisted development.
Read more
A practical guide for platform engineers who need Terraform to manage an internal or third-party API. Learn how providers work, when to build one, and how to structure one with the Terraform Plugin Framework.
Read more
Envoy Gateway, Istio, NGINX, Traefik, and KGateway compared across spec alignment, security, extensibility, and governance. A practical guide to picking the right Gateway API controller for your platform.
Read more
Three distinct models of AI agent adoption are emerging in the cloud-native ecosystem. After attending KubeCon Europe 2026 in Amsterdam, here is a practical framework for understanding where the industry stands and where it is heading.
Read more
AWS, Azure, and GCP each expose billing data in different schemas. FOCUS is the open spec that unifies them into one model, so your cost queries work across providers without rewrites.
Read more
Ingress solved basic HTTP routing, but modern platforms need more. A practical look at K8S Gateway API and how it improves on Ingress traffic.
Read more