Kubernetes

Evidence (19)

• 6The New Stack·10/9/2026framework_update
  Kubernetes Moves Beyond cgroup v1 as Node Swap and Edge Compute Gain Attention

  The article highlights several cloud-native trends ahead of KubeCon 2026, including the end of Kubernetes support for cgroup v1 and new operational patterns for AI at the edge. It also notes Kubernetes node swap as a general-availability feature that can improve cluster density, especially for bursty agentic AI workloads, while edge-focused events and guidance emphasize observability and security.

• 6The New Stack·10/7/2026product_launch
  Kubernetes Still Creates Tension Between Dev and Ops Teams

  Kubernetes has become the dominant container orchestration platform, with CNCF saying 82% of container users run it in production. Even so, developers and operations teams often clash over self-service, stability, and change control, while growing hybrid, edge, and AI workloads add more operational pressure. The article argues that AI automation and tools like HPE OpsRamp may help simplify cluster monitoring, log analysis, and infrastructure management.

• 6The New Stack·10/6/2026open_source
  CNCF says AI agents are speeding project graduation reviews

  The Cloud Native Computing Foundation says it has been graduating projects faster than ever over the past 18 months, partly because AI agents are now helping with due diligence at different stages of review. CNCF Executive Director Jonathan Bryce also pointed to Kubernetes and open source as key enablers of flexible, multi-cloud AI infrastructure and broader AI industry growth.

• 5InfoQ·10/6/2026open_source
  OpenTelemetry Stabilizes Kubernetes Attributes Processor

  OpenTelemetry has promoted its Kubernetes Attributes Processor to version 1.0.0, indicating the component has reached a stable milestone. The change is intended to make Kubernetes telemetry more predictable and consistent across observability pipelines as the schema matures.

• 6The New Stack·10/2/2026research
  Kubernetes Lesson Extends to AI Agent Harnesses

  The New Stack argues that AI agent harnesses need to evolve from local, laptop-centric setups into cloud-native distributed systems. The article cites Stacklok CEO Craig McLuckie’s view that, as with Kubernetes, packaging an agent into a single container does not make it scalable or modular. It also highlights a Koordinator case study showing Kubernetes GPU utilization rising above 95% in an autonomous-driving workload.

• 4The New Stack·10/2/2026framework_update
  K3s vs. Kubernetes: When Lightweight Distros Make Sense

  The article compares standard Kubernetes with K3s, a lightweight, fully compliant Kubernetes distribution designed to reduce operational and resource overhead. It argues that K3s is a strong fit for edge and resource-constrained environments, while standard Kubernetes remains better suited to larger, more complex production setups.

• 4InfoQ·10/2/2026open_source
  Envoy Gateway 1.9.1 focuses on security and upgrade fixes

  Envoy Gateway 1.9.1 is a maintenance release centered on security hardening, operational correctness, and improving upgrade reliability after the broader 1.9 release. The update also addresses a difficult upgrade path for users running earlier versions.

• 4The New Stack·10/1/2026product_launch
  How to Assign Ownership for Live Kubernetes Clusters

  The article examines the “day 2” ownership gap that appears after a Kubernetes cluster goes live, when the platform may be healthy but application operations still need clear accountability. It outlines how platform teams and application teams can divide responsibilities for access, governance, configuration drift, and upgrades, including automated workflows in HPE Morpheus Software.

• 8The New Stack·9/30/2026product_launch
  OpenClaw Enterprise brings agent governance to the enterprise

  OpenClaw, the open-source self-hosted AI agent platform, is moving into enterprise with OpenClaw Enterprise, a vendor-neutral control plane for managing persistent agents. The project is being developed in the open ahead of a 1.0 release, with features for isolated namespaces, permissions, configuration, and auditability, while core enterprise components are still unfinished.

• 5InfoQ·9/29/2026open_source
  Adobe Shares Safer Self-Service GPU Metrics for Kubernetes Teams

  Adobe engineers described an open-source approach that lets teams access their own Prometheus metrics in multi-tenant Kubernetes environments without seeing other teams' shared data. The method is aimed at improving self-service observability while preserving tenant isolation.

• 6InfoQ·9/28/2026framework_update
  Uber Separates Scaling Intent from Execution on Kubernetes

  Uber detailed its ServiceScale controller, which lets multiple orchestrators coordinate scaling for the same Kubernetes workloads without conflicting. The approach separates scaling intent from execution to support regional failover while avoiding reserved idle capacity.

• 6The New Stack·9/27/2026research
  Agentic AI is reshaping Kubernetes operations

  The article argues that agentic AI is emerging as a new infrastructure layer for Kubernetes management, especially as AI workloads push more deployment, scaling, and governance responsibility onto platform teams. It says effective use depends on giving agents enough cluster state, policy, and access context while strictly limiting what they can observe, recommend, and change.

• 4The New Stack·9/26/2026open_source
  How open source can reduce vendor lock-in

  This article argues that vendor lock-in often grows from a series of reasonable infrastructure choices that become hard to reverse over time. It recommends evaluating the reversibility of platforms and services early, and suggests open source as one path to preserve flexibility and lower switching costs.

• 5The New Stack·9/24/2026product_launch
  Kubernetes self-service splits responsibilities between developers and platform teams

  The article examines the tension between developers, who want fast access to Kubernetes environments, and platform teams, who remain responsible for cost, access control, policy, and lifecycle management. It argues that the practical approach is governed self-service through approved catalogs and integrated platforms rather than direct access to raw Kubernetes APIs.

• 7InfoQ·9/23/2026breakthrough
  Modal Rebuilds Sandbox Infrastructure to Scale Massive Concurrency

  Modal staff engineers Colin Weld and Connor Adams described how the company rebuilt its sandbox infrastructure from scratch. The new system is designed to handle millions of concurrent sandboxes and tens of thousands of sandbox creations per second.

• 7Hacker News·9/20/2026product_launch
  Google launches AX, an open agent orchestration platform

  AX is Google’s open agentic orchestrator for running agent tasks in isolated sandboxes with managed workspaces, network fencing, and model configuration. The project emphasizes high-scale, stateful agent execution, including checkpointing, suspension, and rapid resumption across large clusters.

• 7The New Stack·9/18/2026framework_update
  Kubernetes Pushes Deeper Into AI Inference and Storage Hardening

  This roundup highlights growing use of Kubernetes for production AI inference, including a new KubeCon track focused on AI Inference + Agentic systems. It also covers Kubernetes v1.37 storage security additions, plus a CNCF case study showing China Merchants Bank improved AI resource utilization and cut token-processing costs using Kubernetes-based cloud-native tooling.

• 5InfoQ·9/17/2026open_source
  Karmada Graduates at CNCF

  The Cloud Native Computing Foundation announced that Karmada, a multi-cluster and multi-cloud Kubernetes orchestration project, has reached graduation status. This marks its highest maturity tier within the CNCF ecosystem.

• 6InfoQ·9/16/2026open_source
  Microsoft Open-Sources TauGrid for Kubernetes AI Workloads

  Microsoft has open-sourced TauGrid, a cloud-native platform for scheduling, managing, and monitoring AI workloads on GPU-enabled Kubernetes clusters. The release is aimed at simplifying operational complexity for teams running AI infrastructure on Kubernetes.