Blog

Source-verified articles on DevOps, cloud infrastructure, AI, and SaaS.

kuberneteshelmdevops +1
17 min read

Helm 4 Migration Guide: What Changed, What Breaks, and How to Upgrade from Helm 3

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.

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a2akubernetesplatform-engineering +5
18 min read

A2A v1.0 for Platform Engineers: Routing, Securing, and Observing Agent-to-Agent Traffic

How platform engineers route, secure, and observe A2A v1.0 traffic on Kubernetes. Covers service mesh, Dapr, Agent Gateway, and OpenTelemetry.

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kubernetessupply-chain-securitydevsecops +4
20 min read

Securing AI/ML Supply Chains on Kubernetes: Lessons from the TeamPCP Campaign

How a poisoned Trivy GitHub Action escalated to Kubernetes cluster takeover - and the K8s-native controls that would have stopped it at each stage.

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kubernetesai-agentsplatform-engineering +4
18 min read

Building an Agent-Ready Kubernetes Platform

How to build an agent-ready Kubernetes platform: Agent Sandbox, DRA for GPU scheduling, isolation tiers, KEDA scale-to-zero, and OTel tracing.

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kubernetesdevopsplatform-engineering +2
15 min read

Kubernetes v1.36 Production Upgrade Guide: What Changes, What Breaks, What to Do

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.

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microsoftagent-frameworkmcp +4
14 min read

Microsoft Agent Framework 1.0: Multi-Agent Orchestration with MCP and A2A for Platform Engineers

Build production multi-agent systems with Microsoft Agent Framework 1.0. Covers MCP, A2A, orchestration patterns, checkpointing, and observability.

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kubernetesai-agentsdapr +2
13 min read

Dapr Agents v1.0: A Platform Engineer's Guide to Production-Ready AI Agents on Kubernetes

Run production AI agents on Kubernetes with Dapr Agents v1.0: DurableAgent recovery, scale-to-zero actors, mTLS security, and framework comparison.

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kubernetesllmgpu +2
13 min read

Kubernetes LLM Inference Stack 2026: llm-d, GPU DRA, and KAI Scheduler

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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kubernetesdevopscloud-infrastructure +2
15 min read

Kubernetes Resource Limits: The Production Configuration Guide [2026]

Set Kubernetes CPU and memory requests and limits correctly in production. Covers QoS classes, LimitRange, VPA, and in-place pod resize in K8s 1.35.

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