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3 posts

Why Preview Environments Are Critical for AI-Driven Development
Platform EngineeringAIDevOpsKubernetesPreview Environments

May 13, 2026

Why Preview Environments Are Critical for AI-Driven Development

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.
How to Build a Terraform Provider from Scratch
Platform EngineeringDevOpsIaC

April 29, 2026

How to Build a Terraform Provider from Scratch

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.
Emerging agentic adoption models I saw at KubeCon Amsterdam 2026
KubernetesKubeConDevOpsAIAI Agents

April 1, 2026

Emerging agentic adoption models I saw at KubeCon Amsterdam 2026

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.