# Cloud-native Published articles for Cloud-native. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Scaling Enterprise Testing on Kubernetes with Argo DevFeed: [Scaling Enterprise Testing on Kubernetes with Argo]() Original publisher: [Read original article]() Author: Capital One Tech Published: 2026-09-18T14:01:33Z Content type: article Language: en Sources: [Capital One Tech]() Topics: [Testing](), [Kubernetes](), [scaling](), [Orchestration](), [Multitenancy](), [Open Source](), [Cloud Native Ecosystem](), [parallel](), [Latency]() Tags: [argo](), [ci-cd](), [cloud-native](), [cluster](), [cncf](), [enterprise](), [infrastructure](), [kubernetes](), [latency](), [open-source](), [parallel](), [scaling](), [software-engineering](), [testing]() ### AI overview A case study of Capital One's rebuilt enterprise testing platform, which uses Kubernetes and open-source Argo ecosystem projects to run large numbers of parallel tests across teams. It describes the limitations of the previous pipeline and the platform's focus on scalability, multi-tenancy, and stability. ### Source excerpt How we built a resilient, multi-tenant test platform on open-source workflows. Every engineer knows the quiet anxiety of watching a CI/CD pipeline run. You commit, you wait for the build and then you wait some more. Now imagine that at enterprise scale: thousands of test agents running at once, across dozens of teams, all validating business-critical services on the same shared infrastructure. That's the problem our platform exists to solve, and for years, the way we solved it was quietly holding us back. At Capital One, we're a technology company that happens to operate in one of the most tightly regulated industries there is. That combination raises the bar: our internal platforms strive to be fast and safe, to scale for many teams at once and to prevent any single workload from destabilizing the rest. So when our first-generation testing pipeline started hitting hard limits, we didn't just move it; we rebuilt it on Kubernetes using open-source, Cloud Native Computing Foundation (CNCF) projects from the Argo ecosystem. In this post, we'll walk through three things: Why we moved off our first-generation pipeline How Argo orchestrates a single test run, end to end The guardrails that keep the platform stable when thousands of tests arrive at once The headline isn't just "we moved to Kubernetes." It's that we learned to run massively parallel test workloads without letting any single burst threaten a shared, multi-tenant cluster. Why we moved off our first-generation pipeline Our original platform got the job done, but it was built from a highly complex set of managed services linked together by a proprietary orchestrator. Execution logic lived inside cloud-specific state-machine definitions, far away from the containers actually running the tests. Three pain points stood out: State-machine sprawl. Changing execution logic meant editing large, cloud-specific workflow definitions. The orchestration lived far away from the code it was orchestrating. Cold-start latency. ## Building cloud-native PACS on AWS DevFeed: [Building cloud-native PACS on AWS]() Original publisher: [Read original article]() Author: ManojKumar MV Published: 2026-09-17T15:21:06Z Content type: article Language: en Sources: [AWS Architecture Blog]() Topics: [Medical imaging](), [Cloud Architecture](), [Cloud](), [Amazon Web Services](), [Amazon S3](), [interoperability]() Tags: [advanced-300](), [amazon-s3](), [aws](), [capacity](), [capacity-planning](), [cloud-architecture](), [cloud-native](), [interoperability](), [medical-imaging](), [thought-leadership]() ### AI overview This article presents a hybrid cloud architecture for modernizing medical imaging infrastructure across multi-hospital networks. It describes centralizing PACS archives on AWS, supporting cross-facility interoperability, and using Amazon S3 storage tiers for cost and retention management at scale. ### Source excerpt A hybrid cloud architecture pattern for modernizing medical imaging on AWS. Learn how multi-hospital networks can centralize PACS archives, enable cross-facility interoperability, and use Amazon S3 storage tiers to manage cost and retention at scale. ## Priyanka Halder on responsible AI, software quality, and scaling technology strategy DevFeed: [Priyanka Halder on responsible AI, software quality, and scaling technology strategy]() Original publisher: [Read original article]() Author: Rajrupa Roychowdhury Published: 2026-09-16T08:22:04Z Content type: article Language: en Sources: [BrowserStack Blog]() Topics: [Testing](), [AI Engineering](), [Responsibility & Safety](), [AI Strategy](), [legacy]() Tags: [ai-engineering](), [cloud-native](), [engineering](), [icons-of-quality](), [quality](), [responsible-ai](), [software](), [testing]() ### AI overview BrowserStack profiles Priyanka Halder, an engineering executive at Deloitte, discussing responsible AI at scale, software quality, buy-versus-build decisions, and the skills needed to create scalable solutions with measurable business value. ### Source excerpt To celebrate the relentless passion and invaluable contributions of leaders in software quality, BrowserStack is proud to Icons of Quality. ## OWC Acquires OpenDrives, Adding Atlas, Astraeus, and Edge to the Jellyfish Shared Storage Line DevFeed: [OWC Acquires OpenDrives, Adding Atlas, Astraeus, and Edge to the Jellyfish Shared Storage Line]() Original publisher: [Read original article]() Author: Harold Fritts Published: 2026-09-15T16:55:08Z Content type: news Language: en Sources: [StorageReview.com]() Topics: [data-architecture](), [cloud-infrastructure](), [Hardware](), [data-processing]() Tags: [acquisition](), [cloud-native](), [company](), [enterprise](), [enterprise-storage](), [hybrid-cloud](), [infrastructure](), [products](), [storage]() ### AI overview Other World Computing (OWC) has acquired OpenDrives, bringing the Atlas, Astraeus, and Edge platforms into its Jellyfish shared storage portfolio. The companies say the deal expands OWC's capabilities in enterprise data management, hybrid cloud orchestration, and edge workflows; financial terms were not disclosed. ### Source excerpt Other World Computing (OWC) has acquired OpenDrives, the Los Angeles software-defined storage company whose Atlas platform has sat behind Hollywood studios, post houses, and live broadcast networks since 2011. The deal brings OpenDrives' Atlas, Astraeus, and Edge platforms into OWC's shared storage portfolio alongside the Jellyfish line, and OWC says it extends that line into The post OWC Acquires OpenDrives, Adding Atlas, Astraeus, and Edge to the Jellyfish Shared Storage Line appeared first on StorageReview.com. ## Atlassian Automates Root Cause Analysis by Correlating Metrics, Logs and Traces DevFeed: [Atlassian Automates Root Cause Analysis by Correlating Metrics, Logs and Traces]() Original publisher: [Read original article]() Author: Craig Risi Published: 2026-09-15T12:00:00Z Content type: news Language: en Sources: [InfoQ]() Topics: [incident](), [atlassian](), [telemetry](), [SIEM, Security, Observability](), [tracing](), [Cloud Native Ecosystem](), [OpenTelemetry]() Tags: [atlassian](), [atlassian-automated-rca](), [cloud-native](), [defects](), [devops](), [distributed](), [incident](), [incident-response](), [logging](), [logs](), [metrics](), [news](), [opentelemetry](), [root-cause-analysis](), [services](), [telemetry](), [traces](), [tracing]() ### AI overview Atlassian has outlined an approach to automating root cause analysis for large-scale cloud-native incidents. It correlates metrics, logs, distributed traces, and service topology to detect anomalies, align them in time, trace dependencies, and produce ranked hypotheses about likely fault origins and propagation paths. ### Source excerpt Atlassian has outlined a new approach to automating root cause analysis for large-scale cloud-native incidents, using correlation across metrics, logs, distributed traces, and service topology to generate ranked hypotheses about where failures originate and how they propagate. By Craig Risi ## Kubernetes Backup and Disaster Recovery: What to Protect and How? DevFeed: [Kubernetes Backup and Disaster Recovery: What to Protect and How?]() Original publisher: [Read original article]() Author: Urolime Technologies Published: 2026-09-04T14:50:25Z Content type: article Language: en Sources: [Kubernetes Archives - Urolime Blogs]() Topics: [Kubernetes](), [Disaster Recovery](), [Availability](), [Cloud Native Ecosystem]() Tags: [applications](), [availability](), [backup](), [cloud-native](), [disaster-recovery](), [kubernetes](), [kubernetes-backup-and-disaster-recovery]() ### AI overview The article explains that Kubernetes high availability and self-healing do not provide disaster recovery. It describes why Kubernetes backup is complex and identifies persistent data, Kubernetes resources, configurations, secrets, and cluster configuration as protection targets, along with several disaster scenarios. ### Source excerpt Kubernetes has been the bedrock on which most modern-day cloud-native apps have been built- thus providing organizations with a highly efficient way of deploying and managing their workloads. The self-healing nature, automatic scaling, and high availability features of Kubernetes give a false sense that applications are inherently resilient against failures. However, high availability is not [...] ## Week Ending August 30, 2026 DevFeed: [Week Ending August 30, 2026]() Original publisher: [Read original article]() Published: 2026-09-04T01:00:00Z Content type: news Language: en Sources: [Last Week in Kubernetes Development]() Topics: [Kubernetes](), [Open Source](), [observability](), [Cloud](), [Kubernetes v1.32]() Tags: [2026](), [cloud-native](), [developer](), [kubernetes](), [lifecycle](), [news](), [observability](), [open-source](), [release]() ### AI overview A weekly Kubernetes developer news roundup covering the Maintainer Summit schedule, the KubeCon Europe CfP, the 2026 Kubernetes Steering Committee election, KCD San Francisco Bay Area, the Kubernetes v1.38 release cycle, and recent StatefulSet observability and Dynamic Resource Allocation fixes. ### Source excerpt Developer News ## Four Platforms, One Timeline: Bringing TAMS Workflow to Life on Backblaze B2 DevFeed: [Four Platforms, One Timeline: Bringing TAMS Workflow to Life on Backblaze B2]() Original publisher: [Read original article]() Author: Dave Simon Published: 2026-09-03T14:23:57Z Content type: article Language: en Sources: [Backblaze Blog | Cloud Storage & Cloud Backup]() Topics: [cloud-infrastructure](), [API](), [Kubernetes](), [browser](), [systems]() Tags: [api](), [article](), [b2cloud](), [browser](), [cloud](), [cloud-native](), [cloud-storage](), [featured](), [featured-cloud-storage](), [kubernetes](), [media](), [object-storage](), [storage]() ### AI overview The article explains how Time Addressable Media Store (TAMS) organizes live media by timeline-based, timestamped segments in object storage. It describes a cloud-native, interoperable workflow built around Backblaze B2 and ecosystem partners LiveWyer, CuttingRoom, and Drastic Technologies, enabling ingest, editing, distribution, playback, and archiving through shared access to the same content. ### Source excerpt TAMS organizes live media by time, giving distributed production teams faster access to shared footage. See how Backblaze B2, LiveWyer, CuttingRoom, and Drastic Technologies create an interoperable, cloud-native workflow for ingest, editing, playback, distribution, and archive with economics at scale. The post Four Platforms, One Timeline: Bringing TAMS Workflow to Life on Backblaze B2 appeared first on Backblaze Blog | Cloud Storage & Cloud Backup ## From Bottleneck to Breakthrough: Centralizing GitOps at Enterprise Scale with VCF 9.1.1 DevFeed: [From Bottleneck to Breakthrough: Centralizing GitOps at Enterprise Scale with VCF 9.1.1]() Original publisher: [Read original article]() Author: vmwareblogs Published: 2026-09-03T14:03:46Z Content type: article Language: en Sources: [VMware Blogs]() Topics: [GitOps](), [Platform Engineering](), [CI/CD](), [Automation](), [Cloud](), [Provisioning](), [Tooling]() Tags: [argo-cd](), [automation](), [cloud-infrastructure](), [cloud-native](), [continuous-delivery](), [deployment](), [gitops](), [home-page](), [platform](), [platform-engineering](), [provisioning](), [self-service](), [vcf-9-1](), [vcf-automation](), [vmware](), [vmware-cloud-foundation]() ### AI overview This VMware article announces VCF 9.1.1, which introduces a native GitOps service for VCF Automation Org users in Tech Preview. By integrating Argo CD, the update aims to centralize declarative application delivery, continuous delivery pipelines, and lifecycle management at enterprise scale, reducing manual work and operational friction for platform engineering teams. ### Source excerpt In today's fast-paced digital economy, where AI-driven innovation demands unprecedented agility, IT leaders are tasked with more than just provisioning infrastructure; they are expected to deliver a frictionless, self-service platform that accelerates software delivery. For platform engineers, cloud architects, and IT executives, the goal is to bridge the gap between robust infrastructure and modern application ... Continued The post From Bottleneck to Breakthrough: Centralizing GitOps at Enterprise Scale with VCF 9.1.1 appeared first on VMware Blogs. ## MCP Went Stateless: What Now? DevFeed: [MCP Went Stateless: What Now?]() Original publisher: [Read original article]() Author: Janet Wagner Published: 2026-09-03T07:00:00Z Content type: article Language: en Sources: [Nordic APIs]() Topics: [Model Context Protocol (MCP)](), [Scalability](), [MCP Server](), [Architecture & Design](), [Security](), [Tool]() Tags: [ai](), [ai-agents](), [api-gateway](), [api-security](), [api-standards](), [artificial-intelligence](), [blog](), [cloud-native](), [developers](), [http](), [llm](), [mcp](), [mcp-server](), [model-context-protocol](), [scalability](), [security](), [strategy]() ### AI overview The article examines the shift to stateless MCP and its implications for scalability, state management, security, gateways, and MCP server architecture. ### Source excerpt The latest release of the Model Context Protocol (MCP) specification has created a lot of buzz in tech circles. Why? Primarily because this AI communication protocol has now gone stateless! This shift from stateful to stateless impacts how developers of MCP servers and AI tools use the protocol moving forward. In addition, the change impacts ... ## Why fleet management matters for Kubernetes at the edge DevFeed: [Why fleet management matters for Kubernetes at the edge]() Original publisher: [Read original article]() Author: Arvind Bhoj Published: 2026-08-20T13:00:00Z Content type: opinion Language: en Sources: [Kubernetes Overview, News and Trends | The New Stack]() Topics: [Kubernetes](), [Cloud Native Ecosystem](), [Orchestration]() Tags: [automation](), [cloud-native](), [clusters](), [edge-computing](), [kubernetes](), [management](), [nutanix](), [operations](), [post](), [security](), [sponsor-nutanix](), [sponsored](), [sponsored-post]() ### AI overview The article argues that edge computing has become a mainstream strategic concern and that Kubernetes provides a suitable platform for edge workloads, including generative AI. It identifies dispersed, customized clusters and piecemeal configuration as operational bottlenecks that fleet management can address. ### Source excerpt Not too long ago, edge computing was seen as a niche use case, limited to telcos, manufacturing plants, and large The post Kubernetes at the edge has hit a wall. Fleet management is the way through. appeared first on The New Stack. ## Amazon EKS is replacing the deprecated aws-auth ConfigMap for IAM-to-cluster permission mapping DevFeed: [Amazon EKS is replacing the deprecated aws-auth ConfigMap for IAM-to-cluster permission mapping]() Original publisher: [Read original article]() Author: Yannick Struyf Published: 2026-08-19T18:59:54Z Content type: article Language: en Sources: [Kubernetes Overview, News and Trends | The New Stack]() Topics: [Amazon EKS](), [Kubernetes](), [AWS IAM](), [Access Control](), [Amazon Web Services](), [Cloud](), [migration]() Tags: [access-control](), [amazon-eks](), [aws](), [cloud](), [cloud-native](), [deprecated](), [iam](), [kubernetes](), [migration](), [nutanix](), [platform-engineering](), [post](), [report](), [security](), [sponsor-nutanix](), [sponsored](), [sponsored-post]() ### AI overview The article examines security challenges in Kubernetes and cloud-native infrastructure, focusing on Amazon EKS's replacement of the deprecated aws-auth ConfigMap with an API-driven method for mapping IAM identities to cluster permissions. It also explains how Kubernetes security spans code, containers, clusters, and cloud infrastructure. ### Source excerpt The migration to Kubernetes and cloud native infrastructure has been one of the defining IT trends of the past decade. The post AWS deprecated this EKS auth method. 81% of clusters still run it. appeared first on The New Stack. ## KCD Around the World: San Francisco Bay Area DevFeed: [KCD Around the World: San Francisco Bay Area]() Original publisher: [Read original article]() Author: The Kubernetes Authors Published: 2026-08-19T00:00:00Z Content type: article Language: en Sources: [Kubernetes Contributors Blog]() Topics: [Kubernetes](), [Cloud Native Ecosystem](), [Google]() Tags: [2026](), [cloud-native](), [cncf](), [community](), [contributors](), [developer-relations](), [google-cloud](), [kubernetes](), [open-source]() ### AI overview An interview with organizers of the second KCD San Francisco Bay Area, scheduled for September 1, 2026, explores the event's origins, the local Kubernetes community, and the organizers' backgrounds in Kubernetes and cloud-native technology. ### Source excerpt Welcome back to KCD Around the World, a series where we explore Kubernetes Community Days from every corner of the globe. Behind every event is a community of volunteers, contributors, organizers and attendees who make it all happen. Through conversations with the people behind each KCD, we share what makes it unique. This stop: San Francisco Bay Area. Coming up on September 1, 2026 is the second KCD San Francisco Bay Area, held at the Computer History Museum in Mountain View. We spoke with three of its organizers, Rey Lejano, Lisa-Marie Namphy, and Jason (Jay) Smith, about what makes the Bay Area community tick. Meet the community Kashish Verma (KV): Could you each introduce yourselves and tell us how you got involved in Kubernetes? Rey Lejano (RL): I'm one of the KCD San Francisco Bay Area organizers, a Kubernetes SIG Docs co-chair and SIG Security subproject lead, and I work at Red Hat. I've served on seven Release Teams, including as the v1.23 Release Lead. A conversation with a Kubernetes contributor at the 2019 KubeCon in San Diego is what pulled me into contributing to the project. Lisa-Marie Namphy (LN): Hi! I'm Lisa-Marie Namphy (Lisa), I've been a CNCF Ambassador since the early days of the program and have run one of the largest Kubernetes/Cloud Native user groups for over 10 years, now called Cloud Native Silicon Valley. I also run the Developer Relations and Tech Learning team at Intuit, where open source is core to how we build: our flagship products like TurboTax and QuickBooks run on Kubernetes and other CNCF technologies, including Argo, which Intuit originally created and donated. Jason "Jay" Smith (JS): I'm a Staff Customer Engineer on the Application Ecosystem team at Google Cloud, though I like to call myself the "Cloud Alchemist," since I help customers move from legacy monolithic architectures to microservices. On the community side, I'm a co-lead for the Cloud Native San Francisco Community, an organizer for the 2025 and 2026 KCD San Francisc ## Kubeflow Has Graduated from CNCF DevFeed: [Kubeflow Has Graduated from CNCF]() Original publisher: [Read original article]() Author: Kubeflow Published: 2026-08-18T05:00:00Z Content type: release Language: en Sources: [Kubeflow]() Topics: [AI Infrastructure](), [AI Platform](), [Kubernetes](), [Cloud Native Ecosystem](), [distributed-training](), [Fine-tuning](), [model-serving]() Tags: [ai-infrastructure](), [announcement](), [cloud-native](), [cncf](), [distributed-training](), [fine-tuning](), [inference](), [kubernetes](), [model-serving](), [production]() ### AI overview Kubeflow has graduated from the Cloud Native Computing Foundation, recognizing its maturity and adoption as a Kubernetes-native platform for AI and machine learning workloads. The article highlights its community growth, enterprise use, security audit, governance work, and focus on scalable, portable infrastructure. ### Source excerpt Kubeflow is a CNCF Graduated Project ## Are We Overengineering Modern Infrastructure? DevFeed: [Are We Overengineering Modern Infrastructure?]() Original publisher: [Read original article]() Author: Art Anthony Published: 2026-08-14T07:00:00Z Content type: opinion Language: en Sources: [Nordic APIs]() Topics: [data](), [Kubernetes]() Tags: [2026](), [api-logging](), [api-metrics](), [api-monitoring](), [apis](), [blog](), [cloud-native](), [devops](), [infrastructure](), [kubernetes](), [platform-summit](), [summit](), [uk]() ### AI overview The article previews Faith Sodipe's Nordic APIs Summit 2026 talk about scaling data ingestion while avoiding unnecessary Kubernetes use. It focuses on whether modern infrastructure has become overly complex. ### Source excerpt Ahead of his 2026 Nordic APIs Summit talk on scaling data ingestion without turning to Kubernetes, we check in with Bauer Media Group UK's Faith Sodipe to talk about infrastructure complexity. In the tech space, perhaps more than in any other, we are always looking for the next big thing. Whenever a new platform, standard, ... ## Nirmata's Cloud Agents Audited a 40-Cluster Kubernetes Fleet, and recovered 40% of the Cost DevFeed: [Nirmata's Cloud Agents Audited a 40-Cluster Kubernetes Fleet, and recovered 40% of the Cost]() Original publisher: [Read original article]() Author: Anubhav Sharma Published: 2026-08-12T20:52:35Z Content type: article Language: en Sources: [Nirmata]() Topics: [Kubernetes](), [Cloud](), [Automation](), [data]() Tags: [agents](), [ai](), [automation](), [cloud](), [cloud-native](), [clusters](), [cncf](), [compute](), [cost-savings](), [deployment](), [devsecops](), [kubernetes](), [kyverno](), [policy-management](), [resource](), [verification]() ### AI overview Nirmata describes applying its Cost Analyzer and Resource Hygiene Cloud Agents across an enterprise customer's 40-cluster production Kubernetes fleet. The scans identified a roughly $107,000 monthly compute baseline and about 50% recoverable through right-sizing before stale-resource cleanup, while revealing recurring sources of waste and governance gaps. ### Source excerpt Nirmata's Cloud Agents Audited a 40-Cluster Kubernetes Fleet, and recovered 40% of the Cost Most Kubernetes Cost overruns don't come from one singularly bad decision. They come from dozens of reasonable ones -- made independently, by different teams, at different times -- that... The post Nirmata's Cloud Agents Audited a 40-Cluster Kubernetes Fleet, and recovered 40% of the Cost first appeared on Nirmata. ## Podman Container Tools Grows DevFeed: [Podman Container Tools Grows]() Original publisher: [Read original article]() Author: mheon Published: 2026-08-10T18:18:27Z Content type: article Language: en Sources: [blog.podman.io]() Topics: [podman](), [Buildah](), [Skopeo](), [GitHub](), [Cloud Native Ecosystem]() Tags: [api](), [buildah](), [ci](), [cloud-native](), [cncf](), [github](), [images](), [io](), [podman](), [podman-machine](), [python](), [releases](), [signing](), [skopeo](), [storage](), [uncategorized]() ### AI overview The Podman 6.0 release moves Podman, Buildah, and Skopeo into a new GitHub organization owned by the Cloud Native Computing Foundation. Additional repositories, including podman-machine-os and container-libs, are joining the project, while further moves for podman-py, project websites, utility repositories, Netavark, and Aardvark-dns are planned or under consideration. ### Source excerpt As part of the Podman 6.0 release, we've moved Podman, Buildah, and Skopeo into a new GitHub organization owned by the Cloud Native Computing Foundation (CNCF). For most people, the most visible part of this is that the old repositories in the github.com/containers organization now redirect to https://github.com/podman-container-tools, but we've also made some other changes [...] ## Top 15 Kubernetes Consulting Companies in 2026: Choosing the Right Partner for Cloud-Native Success DevFeed: [Top 15 Kubernetes Consulting Companies in 2026: Choosing the Right Partner for Cloud-Native Success]() Original publisher: [Read original article]() Author: Urolime Technologies Published: 2026-08-10T18:15:31Z Content type: comparison Language: en Sources: [Kubernetes Archives - Urolime Blogs]() Topics: [Kubernetes](), [Cloud Native Ecosystem](), [Architecture & Design](), [migration](), [Platform Engineering](), [Security]() Tags: [2026](), [architecture](), [cloud-migration](), [cloud-native](), [consulting](), [infrastructure-as-code](), [kubernetes](), [kubernetes-consulting](), [operational]() ### AI overview A guide to 15 Kubernetes consulting companies in 2026, describing why businesses use consulting services and the capabilities to assess when selecting a partner. It covers Kubernetes architecture, application migration, security, multicloud operations, platform engineering, GitOps, observability, governance, and cost optimization. ### Source excerpt The question isn't whether you should use Kubernetes or not, rather its on how to make use of Kubernetes to add value to your business. From AI-based applications and microservices to multicloud as well as edge computing, Kubernetes is at the center of digital transformation. But implementing and managing Kubernetes solutions requires a set of [...] ## Introducing Kubeflow MCP: An Agent Interface for Cloud Native AI at Scale DevFeed: [Introducing Kubeflow MCP: An Agent Interface for Cloud Native AI at Scale]() Original publisher: [Read original article]() Author: Abhijeet Dhumal Published: 2026-08-10T05:00:00Z Content type: article Language: en Sources: [Kubeflow]() Topics: [Model Context Protocol](), [Artificial Intelligence](), [AI Infrastructure](), [MCP Server](), [Cloud](), [Kubernetes]() Tags: [agent](), [ai](), [ai-infrastructure](), [cloud](), [cloud-native](), [kubernetes](), [mcp](), [mcp-server](), [release]() ### AI overview The article introduces the Kubeflow MCP Server, an interface that lets AI agents interact directly with Kubeflow infrastructure through Model Context Protocol tools. It describes approval-based workflows for inspecting clusters, estimating resources, previewing and submitting training jobs, and streaming logs. ### Source excerpt An open MCP interface that lets AI agents operate Kubeflow directly from conversation. ## "Just rewrite it": What platform teams really think about modernization DevFeed: ["Just rewrite it": What platform teams really think about modernization]() Original publisher: [Read original article]() Author: Aarthi Mahesh Published: 2026-08-06T16:00:00Z Content type: opinion Language: en Sources: [Kubernetes Overview, News and Trends | The New Stack]() Topics: [Platform Engineering](), [Kubernetes](), [on-prem](), [Cloud]() Tags: [ai-infrastructure](), [cloud-native](), [cost](), [infrastructure](), [kubernetes](), [legacy](), [modernization](), [nutanix](), [platform](), [platform-engineering](), [post](), [sponsor-nutanix](), [sponsored](), [sponsored-post]() ### AI overview The article argues that platform teams often operate separate cloud-native/Kubernetes and virtual-machine environments, creating duplicated infrastructure, expertise, governance, and costs. It contends that rewriting mission-critical applications is often not a practical modernization strategy and recommends retaining them while expanding cloud-native platforms. ### Source excerpt Mergers, acquisitions, and the steady churn of business and technology initiatives are creating something nobody asked for: Duplicate infrastructure and The post "Just rewrite it": What platform teams really think about modernization appeared first on The New Stack. ## AI governance gaps leave developer and agent access to AI tools insufficiently controlled DevFeed: [AI governance gaps leave developer and agent access to AI tools insufficiently controlled]() Original publisher: [Read original article]() Author: Anubhav Sharma Published: 2026-08-05T01:56:41Z Content type: opinion Language: en Sources: [Nirmata]() Topics: [ai-governance](), [Security](), [Access Control](), [Authorization](), [developer-productivity](), [Monitoring](), [Large Language Model]() Tags: [access-control](), [ai](), [ai-governance](), [cloud-native](), [cncf](), [developer](), [devsecops](), [engineering](), [kubernetes](), [kyverno](), [llms](), [policy-management](), [risk-management](), [security](), [visibility]() ### AI overview The article presents aggregated responses from security leaders about AI governance in fast-moving engineering organizations. It identifies gaps in centralized access control, policy enforcement, session auditing, real-time visibility, and protection against exposing permissions or environment variables to LLMs. ### Source excerpt Three Questions We Asked About AI Governance -- And What the Answers Reveal Over the past few months, we've been having the same conversation on repeat with security leaders about AI at fast-moving engineering organizations. Different companies, different tech stacks, same three questions -- and,... The post The AI Innovation-Security Paradox first appeared on Nirmata. ## Agentic Engineering: Evolution of Developer Portals DevFeed: [Agentic Engineering: Evolution of Developer Portals]() Original publisher: [Read original article]() Author: Zohar Einy Published: 2026-07-30T11:25:32Z Content type: article Language: en Sources: [Developer Experience & Platform Engineering Blog | Port]() Topics: [Artificial Intelligence](), [AI Development](), [Software Engineering](), [Developer experience](), [DevOps](), [Cloud Native Ecosystem](), [Microservice](), [Kubernetes](), [GitOps](), [CI/CD](), [incident](), [Vulnerabilities]() Tags: [agentic](), [ai](), [ai-agents](), [ci-cd](), [cloud-native](), [developer](), [developer-experience](), [devops](), [engineering](), [kubernetes](), [microservices](), [tech-debt]() ### AI overview The article presents agentic engineering as the next evolution of software engineering, with AI agents autonomously handling code, tests, pull requests, incidents, vulnerabilities, technical debt, and other software development lifecycle activities. It argues that developer portals can help provide the guidance and guardrails needed to manage the complexity created by DevOps, cloud-native systems, microservices, Kubernetes, GitOps, and extensive CI/CD automation. ### Source excerpt Internal developer portals are changing. Read all about Port's next evolution, the agentic engineering platform. ## Internal Developer Portal: How Do I Get Started? DevFeed: [Internal Developer Portal: How Do I Get Started?]() Original publisher: [Read original article]() Author: Sooraj Shah Published: 2026-07-30T10:23:42Z Content type: article Language: en Sources: [Developer Experience & Platform Engineering Blog | Port]() Topics: [internal developer portal](), [Developer experience](), [Platform Engineering](), [dev-tools](), [Microservice](), [Cloud Native Ecosystem](), [.NET MAUI]() Tags: [catalog](), [cloud-native](), [dev-tools](), [developer-experience](), [developer-portal](), [internal-developer-portal](), [jobs](), [microservices](), [onboarding](), [platform](), [platform-engineering](), [user-stories]() ### AI overview This article explains how platform engineering teams can start an internal developer portal by building a focused minimum viable product. It recommends reducing developer complexity, grounding the portal in real use cases and user stories, gathering stakeholder feedback, and improving the portal iteratively. ### Source excerpt You're using more dev tools that solve different problems, and now your breaking the developer experience. Learn the first steps to get started. ## Critical Kyverno Vulnerability -- CVE-2026-54523 DevFeed: [Critical Kyverno Vulnerability -- CVE-2026-54523]() Original publisher: [Read original article]() Author: Anubhav Sharma Published: 2026-07-29T01:08:41Z Content type: news Language: en Sources: [Nirmata]() Topics: [Kyverno](), [vulnerability](), [Exploit](), [Kubernetes](), [Cloud Native Ecosystem]() Tags: [2026](), [admission-controller](), [ai](), [cloud-native](), [cloud-native-ecosystem](), [cncf](), [cve](), [devsecops](), [engineering](), [kubernetes](), [kyverno](), [nctl-ai](), [platform-engineering](), [policy](), [policy-as-code](), [policy-management](), [release](), [upgrade](), [vulnerability]() ### AI overview The article reports CVE-2026-54523, a critical Kyverno vulnerability affecting versions 1.18.0 and 1.18.1. A tenant able to create a NamespacedMutatingPolicy could bypass namespace isolation and generate resources in other namespaces, potentially enabling cluster-wide privilege escalation. Kyverno 1.18.2 patches the vulnerability. ### Source excerpt Critical Kyverno Vulnerability -- CVE-2026-54523 On July 13, 2026, a critical vulnerability was disclosed in Kyverno, the Kubernetes-native policy engine used broadly across the cloud native ecosystem for policy-as-code enforcement. The vulnerability, tracked as CVE-2026-54523 (GHSA-79gf-7frw-68m9), allows a tenant with permission to create a NamespacedMutatingPolicy... The post Critical Kyverno Vulnerability -- CVE-2026-54523 first appeared on Nirmata. [Next page]()