The Kubernetes integration tax: Prometheus, Cilium and production reality
…This is what’s known as the integration tax. It’s the hidden cost of running multiple CNCF projects together in production, and it’s where most platform teams spend 80% of…
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How Jaeger is evolving to trace AI agents with OpenTelemetry
… This creates a private sandbox for testing generative AI traces or debugging ACP integrations without exposing data to external APIs. …
Cloud native is now AI-native: Engineering production-ready AI
…a foundational, vendor-neutral infrastructure focused on platform maturity, integrated security for autonomous agents, and active community contribution. How do we define production readiness for AI? Organizations achieve production-readiness for AI…
The symbiotic revolution: AI and cloud native technologies transforming the digital landscape
… Looking ahead, expect even tighter integrations, with AI-native infrastructures becoming the norm. …
Microcks becomes a CNCF incubating project
… Post-sandbox, Microcks has deepened integrations with CNCF projects like Dapr , OpenTelemetry , Keycloak , and AsyncAPI The Linux Foundation . …
Building a cloud native internal developer platform with Kubernetes, GitOps, and supply chain security
…apps/microservice-api/overlays/production destination: server: https://kubernetes.default.svc namespace: production syncPolicy: automated: prune: true # Remove resources deleted from Git selfHeal: true # Revert manual changes to cluster syncOptions: - CreateNamespace=true…
The state of AI in CNCF projects: A first look at the data
… Where AI helps the most Contributors are seeing the most significant boosts in productivity within a few specific areas: Writing and refactoring code. …
Building a cloud native platform from the ground up with Kairos, k0rdent, and bindy
…Drift is eliminated by design. There is no apt or yum running on production nodes. If a configuration change is needed, a new image is built, integration-tested, and nodes are rolled…
Why Kubernetes policy enforcement happens too late—and what to do about it
…of enforcement scenarios with real depth and production maturity. What’s emerging now is not a new category of policy engine—it’s new integration points for existing policy logic. The question…
Navigating the ingress-nginx archival: why now is the time to move to Cilium
…visibility, and seamless integration with Cilium Network Policies. Why Teams Choose This Path Minimal changes to application manifests and CI/CD pipelines. Continuity in using an actively maintained product and a clean…