How Cloud Native Infrastructure Powers Production AI Engineering
Production AI workloads increasingly rely on Kubernetes and cloud-native technologies for orchestration, GPU scheduling, and scalable infrastructure management.
Month: March 2026
Setting Up MCP Servers in OpenClaw: A Practical Guide
Learn how to configure and use Model Context Protocol (MCP) servers to extend OpenClaw's capabilities with external tools and APIs.
Microsoft Doubles Down on Kubernetes at KubeCon Europe 2026
From Open Source contributions to Azure Service updates, Microsoft made significant waves at KubeCon + CloudNativeCon Europe 2026 in Amsterdam.
Migrating from Ingress to Gateway API with Ingress2Gateway 1.0
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.
Azure Kubernetes Service Now Offers Managed Argo CD Extension
Microsoft's new Argo CD extension for AKS and Azure Arc-enabled clusters brings enterprise identity management, Azure Linux hardening, and zero-trust authentication to GitOps workflows.
Cilium mTLS Encryption Arrives in Azure Kubernetes Service
Microsoft and Isovalent bring transparent workload-level mutual TLS to AKS without sidecars, application changes, or service mesh complexity.
OpenShift Service Mesh 3.3 Adds Post-Quantum Cryptography and AI Workload Support
Red Hat has released OpenShift Service Mesh 3.3, bringing post-quantum cryptography (PQC), AI enablement features, and foundational support for external VM integration. Based on Istio 1.28…
CNCF Introduces CARE Program as Kubestronaut Community Hits 3,500+ Members
The Cloud Native Computing Foundation has unveiled the CARE Program (Certification Advancement & Recertification Experience), a significant restructuring of its certification renewal policy that addresses long-standing…
Grafana OpenLIT Operator Enables Zero-Code Observability for AI Workloads on Kubernetes
Grafana has released the OpenLIT Operator, a Kubernetes-native solution for monitoring AI workloads without requiring code changes. The integration with Grafana Clouds AI Observability suite promises…
vLLM v0.18.0 Ships gRPC Serving, GPU-Less Rendering, and Major KV Cache Improvements
The vLLM project has released version 0.18.0, a substantial update featuring 445 commits from 213 contributors including 61 new contributors. This release significantly expands deployment flexibility…
Cloudflare Workers AI Now Runs Large Models: Kimi K2.5 Lands on the Edge
Cloudflare is officially entering the frontier model race with a significant announcement that expands its AI platform beyond small, efficient models into the territory of large-scale…
Zero-Code LLM Observability on Kubernetes Is Really About Standardizing AI Operations
Grafana Cloud AI Observability and the OpenLIT Operator point to a practical operational pattern for LLM workloads on Kubernetes: instrument by policy, collect with OpenTelemetry, and make cost, latency, and quality visible without asking every application team to wire tracing by hand.
Kyverno Keeps Winning Because Most Teams Want Kubernetes Policy, Not a Policy Language Hobby
Kyverno’s policy-as-code approach keeps gaining traction because it meets Kubernetes teams where they already work: YAML, CRDs, admission control, and cluster-native workflows. The real value is not novelty but operational fit.
Crossplane 2.0 Makes AI Infrastructure Look More Like a Product API
Crossplane 2.0 matters for AI infrastructure because it gives platform teams a declarative way to expose governed, reusable services to agents and developers through one control plane instead of a maze of tickets, scripts, and cloud consoles.
Platform Engineering Day at KubeCon Europe 2026 Reflects Where the Cloud-Native Conversation Is Actually Going
Platform Engineering Day’s growing emphasis on AI, security, and internal platform maturity is a useful signal: cloud-native teams are moving past raw infrastructure enthusiasm and toward the harder work of building governed, product-like platforms for developers and automation.
Morgan Stanley’s Flux Story Is a Good Reminder That GitOps Success Is Mostly Platform Engineering
Morgan Stanley’s multi-year Flux journey shows that GitOps at enterprise scale is not just about choosing a reconciler. It is about onboarding, tenancy boundaries, source-of-truth design, and relentless tuning once the cluster count and resource count get large.
Cloudflare Workers AI Now Runs Large Models: Kimi K2.5 Delivers 77% Cost Savings
Cloudflare enters the large model inference game with Kimi K2.5 on Workers AI, offering frontier-level reasoning at a fraction of proprietary model costs.
GitHub Actions Runner Controller 0.14.0 Adds Multi-Label Support and ScaleSet Library
ARC 0.14.0 introduces multilabel support for runner scale sets, a new scaleset library client, and experimental Helm charts.
Ollama v0.18.2 Adds Web Search for OpenClaw and Non-Interactive Mode
Ollama now ships with web search/fetch plugins for OpenClaw and introduces headless mode for CI/CD and automation workflows.
OpenTelemetry Deprecates Span Events API in Favor of Log-Based Events
OpenTelemetry is deprecating the Span Events API to eliminate confusion and unify event handling through log-based events correlated with spans.