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#AI

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

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

1 de abril de 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.