Source-verified articles on DevOps, cloud infrastructure, AI, and SaaS.
Complete guide to migrating from ingress-nginx to Envoy Gateway v1.7.2 in production. Covers Ingress2Gateway 1.0, cert-manager, and zero-downtime cutover.
Istio 1.29: GIE v1 inference routing and ambient mode for GPU memory savings. Agentgateway is a standalone proxy - Istio integration targets 1.30.
Enforce least-privilege on AI agent MCP tool calls using Kyverno admission policies and agentgateway External Authorization on Kubernetes.
What breaks in the Helm 3 to Helm 4 migration: SSA defaults, kstatus RBAC changes, plugin manifest requirements, and a five-phase staging-first rollout.
How platform engineers route, secure, and observe A2A v1.0 traffic on Kubernetes. Covers service mesh, Dapr, Agent Gateway, and OpenTelemetry.
How a poisoned Trivy GitHub Action escalated to Kubernetes cluster takeover - and the K8s-native controls that would have stopped it at each stage.
Kubernetes v1.36 ships late April 2026 with 3 permanent removals and 18 stable features. Pre-upgrade checklist, migration steps, and what to adopt first.
How to build an agent-ready Kubernetes platform: Agent Sandbox, DRA for GPU scheduling, isolation tiers, KEDA scale-to-zero, and OTel tracing.
Build production multi-agent systems with Microsoft Agent Framework 1.0. Covers MCP, A2A, orchestration patterns, checkpointing, and observability.
Run LLMs at scale on Kubernetes with llm-d, GPU DRA, KAI Scheduler, and Grove — the new Kubernetes-native inference stack from KubeCon EU 2026.
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