The cloud native stack is being rebuilt for an AI-native future. From the ingress-nginx retirement to agent-substrate abstractions and OpAMP for observability scale, here's what practitioners need to know.
The cloud native ecosystem faces structural transformation in 2026 driven by the Ingress-NGINX retirement, OpenTelemetry graduation, and AI workload storage demands.
The Kubernetes ecosystem is experiencing a dual evolution: foundational components like etcd are getting faster, while the platform simultaneously transforms to support autonomous AI agents at massive scale.
From GKE Agent Sandbox going GA to the Kubernetes community's new AI governance policy, the container orchestration platform is rapidly evolving into foundational infrastructure for autonomous agents and AI workloads.
Recent CNCF case studies show where Kubernetes production really breaks: Ingress NGINX migrations, VM observability gaps, eBPF security audits, and AI data orchestration.
June 2026 marks a watershed for the CNCF ecosystem — OpenTelemetry graduates, Inspektor Gadget completes its first security audit, and production teams share zero-downtime migration playbooks from Ingress NGINX to Envoy Gateway. Here is what it means for engineering teams.
The cloud native landscape is undergoing a significant shift in early 2026, with Gateway API replacing Ingress NGINX, Fluid accelerating AI inference on Kubernetes, Confidential Containers moving to production with Kyverno automation, OpenTelemetry expanding into generative AI observability, and language-native configuration management closing operational gaps.
Cloud Native in June 2026: AI inference workloads on Kubernetes, Confidential Containers with Kyverno, the Gateway API transition, and the latest from Prometheus and k6.
A practical guide to migrating from the deprecated ingress-nginx controller to Kubernetes Gateway API before the March 2026 retirement deadline.
Learn how to migrate from Ingress-NGINX to Gateway API using the stable 1.0 release of Ingress2Gateway, featuring support for over 30 annotations and comprehensive integration testing.
The Kubernetes Gateway API migration tool hits 1.0, offering a GA path off legacy Ingress for WordPress hosts and modern cluster operators.
Learn how to migrate from Ingress-NGINX to Gateway API using the stable 1.0 release of Ingress2Gateway, featuring support for over 30 annotations and comprehensive integration testing.
The Kubernetes community announces a new working group focused on developing standards and best practices for AI Gateway infrastructure, including payload processing, egress gateways, and Gateway API extensions for machine learning workloads.
Ingress-NGINX’s March 2026 retirement is forcing real migrations. Here’s a field guide to the weird edge behaviors you must inventory before moving to Gateway API (or another controller) — and how to avoid silent traffic breaks.
Gateway API keeps moving from “promising” to “practical.” Here’s how to evaluate popular implementations in 2026, focusing on operational fit, multi-tenancy, and day-2 upgrades.
Gateway API is reshaping Kubernetes edge networking around roles, intent, and portable policy. Here’s what to operationalize before migrating from Ingress.
