# sponsored-post

Published articles for sponsored-post.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent

DevFeed: [Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent](<https://devfeed.tech/articles/agents-operate-humans-govern-scale-your-operations-and-reduce-toil-with-azure-sre-agent-26948.md>)

Original publisher: [Read original article](<https://thenewstack.io/azure-sre-agent-operations/>)

Author: TNS Staff

Published: 2026-09-15T16:21:45Z

Content type: article

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [SRE](<https://devfeed.tech/topics/sre.md>), [incident](<https://devfeed.tech/topics/incident.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [observability](<https://devfeed.tech/topics/observability.md>), [DevOps](<https://devfeed.tech/topics/devops.md>), [Redis](<https://devfeed.tech/topics/redis.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-operations](<https://devfeed.tech/tags/ai-operations.md>), [azure](<https://devfeed.tech/tags/azure.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [devops](<https://devfeed.tech/tags/devops.md>), [incident](<https://devfeed.tech/tags/incident.md>), [microsoft-azure](<https://devfeed.tech/tags/microsoft-azure.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [post](<https://devfeed.tech/tags/post.md>), [redis](<https://devfeed.tech/tags/redis.md>), [sponsor-microsoft-azure](<https://devfeed.tech/tags/sponsor-microsoft-azure.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [sre](<https://devfeed.tech/tags/sre.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

### AI overview

The article describes Azure SRE Agent as a system that analyzes telemetry, correlates deployment and monitoring data, investigates incidents, identifies root causes, recommends or prepares fixes, and supports mitigation and other operational tasks under human approval. It cites examples involving Microsoft service teams and InEight, including a recommendation to scale Redis.

### Source excerpt

What if engineers could spend their time building and optimizing systems rather than maintaining them? It's 3 a.m., and the The post Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent appeared first on The New Stack.

## Kubernetes v1.37 brings 67 enhancements. Which matter for operators?

DevFeed: [Kubernetes v1.37 brings 67 enhancements. Which matter for operators?](<https://devfeed.tech/articles/kubernetes-v1-37-brings-67-enhancements-which-matter-for-operators-8480.md>)

Original publisher: [Read original article](<https://thenewstack.io/kubecon-kubernetes-updates-security/>)

Author: Bill Doerrfeld

Published: 2026-09-11T17:40:04Z

Content type: news

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>), [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [migration](<https://devfeed.tech/topics/migration.md>), [AI Platform](<https://devfeed.tech/topics/ai-platform.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [cloud-native-ecosystem](<https://devfeed.tech/tags/cloud-native-ecosystem.md>), [hpe](<https://devfeed.tech/tags/hpe.md>), [infrastructure-as-code](<https://devfeed.tech/tags/infrastructure-as-code.md>), [kubecon-cloudnativecon-na-2026](<https://devfeed.tech/tags/kubecon-cloudnativecon-na-2026.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [migration](<https://devfeed.tech/tags/migration.md>), [post](<https://devfeed.tech/tags/post.md>), [road-to-kubecon](<https://devfeed.tech/tags/road-to-kubecon.md>), [sponsor-hpe](<https://devfeed.tech/tags/sponsor-hpe.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

### AI overview

A Kubernetes roundup covers v1.37 enhancements, HPE Morpheus and Terraform provider changes, migration tooling, and recent CNCF project graduations including Kubeflow.

### Source excerpt

Welcome to the first edition of Road to KubeCon, where we'll track the world of Kubernetes as we approach KubeCon The post Kubernetes v1.37 brings 67 enhancements. Which matter for operators? appeared first on The New Stack.

## 47,000 job listings reveal the engineering roles that AI is creating

DevFeed: [47,000 job listings reveal the engineering roles that AI is creating](<https://devfeed.tech/articles/47-000-job-listings-reveal-the-engineering-roles-that-ai-is-creating-8466.md>)

Original publisher: [Read original article](<https://thenewstack.io/ai-engineering-roles-emerging/>)

Author: Jennifer Riggins

Published: 2026-09-10T13:09:28Z

Content type: news

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [Machine Learning & Artificial Intelligence](<https://devfeed.tech/topics/machine-learning-artificial-intelligence.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-engineering](<https://devfeed.tech/tags/ai-engineering.md>), [ai-strategy](<https://devfeed.tech/tags/ai-strategy.md>), [andela](<https://devfeed.tech/tags/andela.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [jobs](<https://devfeed.tech/tags/jobs.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [post](<https://devfeed.tech/tags/post.md>), [skills](<https://devfeed.tech/tags/skills.md>), [sponsor-andela](<https://devfeed.tech/tags/sponsor-andela.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [tech-careers](<https://devfeed.tech/tags/tech-careers.md>), [work](<https://devfeed.tech/tags/work.md>)

### AI overview

Andela's analysis of 47,000 Fortune 500 engineering job postings identifies emerging AI-related roles formed by combining established skill sets. The article argues that organizations should use AI to delegate suitable work while retaining human expertise and specialization.

### Source excerpt

Every major transformation in tech has led to roles merging, then new ones emerging. Friction between developers and operations drove The post 47,000 job listings reveal the engineering roles that AI is creating appeared first on The New Stack.

## AI floods security teams with flaws -- business context sets priorities

DevFeed: [AI floods security teams with flaws -- business context sets priorities](<https://devfeed.tech/articles/ai-floods-security-teams-with-flaws-business-context-sets-priorities-8490.md>)

Original publisher: [Read original article](<https://thenewstack.io/vulnerability-prioritization-business-context/>)

Author: Megan Carnegie

Published: 2026-09-10T12:00:00Z

Content type: article

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [vulnerability](<https://devfeed.tech/topics/vulnerability.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [Business Security](<https://devfeed.tech/topics/business-security.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [business](<https://devfeed.tech/tags/business.md>), [cloud-services](<https://devfeed.tech/tags/cloud-services.md>), [i-o-mergent](<https://devfeed.tech/tags/i-o-mergent.md>), [post](<https://devfeed.tech/tags/post.md>), [security](<https://devfeed.tech/tags/security.md>), [sponsor-i-o-mergent](<https://devfeed.tech/tags/sponsor-i-o-mergent.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>)

### AI overview

The article argues that security teams should prioritize vulnerabilities using business context rather than scanner severity alone, because automated findings can overwhelm limited engineering capacity.

### Source excerpt

A security researcher testing a 300-person B2B company with a global footprint discovered an internet-exposed database with weak authentication during The post AI floods security teams with flaws -- business context sets priorities appeared first on The New Stack.

## Why fleet management matters for Kubernetes at the edge

DevFeed: [Why fleet management matters for Kubernetes at the edge](<https://devfeed.tech/articles/kubernetes-at-the-edge-has-hit-a-wall-fleet-management-is-the-way-through-17620.md>)

Original publisher: [Read original article](<https://thenewstack.io/edge-kubernetes-fleet-management/>)

Author: Arvind Bhoj

Published: 2026-08-20T13:00:00Z

Content type: opinion

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Cloud Native Ecosystem](<https://devfeed.tech/topics/cloud-native-ecosystem.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>)

Tags: [automation](<https://devfeed.tech/tags/automation.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [clusters](<https://devfeed.tech/tags/clusters.md>), [edge-computing](<https://devfeed.tech/tags/edge-computing.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [management](<https://devfeed.tech/tags/management.md>), [nutanix](<https://devfeed.tech/tags/nutanix.md>), [operations](<https://devfeed.tech/tags/operations.md>), [post](<https://devfeed.tech/tags/post.md>), [security](<https://devfeed.tech/tags/security.md>), [sponsor-nutanix](<https://devfeed.tech/tags/sponsor-nutanix.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>)

### 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](<https://devfeed.tech/articles/aws-deprecated-this-eks-auth-method-81-of-clusters-still-run-it-17631.md>)

Original publisher: [Read original article](<https://thenewstack.io/kubernetes-fleet-security-management/>)

Author: Yannick Struyf

Published: 2026-08-19T18:59:54Z

Content type: article

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [AWS IAM](<https://devfeed.tech/topics/aws-iam.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [aws](<https://devfeed.tech/tags/aws.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [deprecated](<https://devfeed.tech/tags/deprecated.md>), [iam](<https://devfeed.tech/tags/iam.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [migration](<https://devfeed.tech/tags/migration.md>), [nutanix](<https://devfeed.tech/tags/nutanix.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [post](<https://devfeed.tech/tags/post.md>), [report](<https://devfeed.tech/tags/report.md>), [security](<https://devfeed.tech/tags/security.md>), [sponsor-nutanix](<https://devfeed.tech/tags/sponsor-nutanix.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>)

### 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.

## "Just rewrite it": What platform teams really think about modernization

DevFeed: ["Just rewrite it": What platform teams really think about modernization](<https://devfeed.tech/articles/just-rewrite-it-what-platform-teams-really-think-about-modernization-17637.md>)

Original publisher: [Read original article](<https://thenewstack.io/nutanix-dual-native-architecture/>)

Author: Aarthi Mahesh

Published: 2026-08-06T16:00:00Z

Content type: opinion

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [on-prem](<https://devfeed.tech/topics/on-prem.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [cost](<https://devfeed.tech/tags/cost.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [modernization](<https://devfeed.tech/tags/modernization.md>), [nutanix](<https://devfeed.tech/tags/nutanix.md>), [platform](<https://devfeed.tech/tags/platform.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [post](<https://devfeed.tech/tags/post.md>), [sponsor-nutanix](<https://devfeed.tech/tags/sponsor-nutanix.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>)

### 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.

## Managing Databases on Kubernetes Requires Platform Engineering and Automation

DevFeed: [Managing Databases on Kubernetes Requires Platform Engineering and Automation](<https://devfeed.tech/articles/kubernetes-made-deploying-easy-nobody-warned-you-about-the-databases-17628.md>)

Original publisher: [Read original article](<https://thenewstack.io/kubernetes-database-operations-platform/>)

Author: Oliver Wolf

Published: 2026-07-21T15:00:00Z

Content type: opinion

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [internal developer platform](<https://devfeed.tech/topics/internal-developer-platform.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [opensearch](<https://devfeed.tech/topics/opensearch.md>), [Redis](<https://devfeed.tech/topics/redis.md>)

Tags: [anynines](<https://devfeed.tech/tags/anynines.md>), [automation](<https://devfeed.tech/tags/automation.md>), [backups](<https://devfeed.tech/tags/backups.md>), [databases](<https://devfeed.tech/tags/databases.md>), [devops](<https://devfeed.tech/tags/devops.md>), [internal-developer-platform](<https://devfeed.tech/tags/internal-developer-platform.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [opensearch](<https://devfeed.tech/tags/opensearch.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [post](<https://devfeed.tech/tags/post.md>), [provisioning](<https://devfeed.tech/tags/provisioning.md>), [redis](<https://devfeed.tech/tags/redis.md>), [sponsor-anynines](<https://devfeed.tech/tags/sponsor-anynines.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>)

### AI overview

The article argues that application teams should not be expected to manage the full operational burden of databases and data services on Kubernetes. It recommends internal developer platforms and Kubernetes-native automation so developers can request services while centralized systems handle provisioning, backups, patching, monitoring, recovery, and governance.

### Source excerpt

The DevOps movement, set in motion nearly 20 years ago, broke down the traditional divide between software developers and IT The post Kubernetes made deploying easy. Nobody warned you about the databases. appeared first on The New Stack.

## Develop like you deploy: closing the Kubernetes local-to-cluster gap

DevFeed: [Develop like you deploy: closing the Kubernetes local-to-cluster gap](<https://devfeed.tech/articles/develop-like-you-deploy-closing-the-kubernetes-local-to-cluster-gap-17624.md>)

Original publisher: [Read original article](<https://thenewstack.io/krumware-epinio-kubernetes-mcp/>)

Author: Katie Tincello

Published: 2026-07-09T15:00:00Z

Content type: opinion

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Application Development](<https://devfeed.tech/topics/application-development.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [application-development](<https://devfeed.tech/tags/application-development.md>), [critical-infrastructure](<https://devfeed.tech/tags/critical-infrastructure.md>), [krumware](<https://devfeed.tech/tags/krumware.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [model-context-protocol-mcp](<https://devfeed.tech/tags/model-context-protocol-mcp.md>), [observability](<https://devfeed.tech/tags/observability.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [post](<https://devfeed.tech/tags/post.md>), [sponsor-krumware](<https://devfeed.tech/tags/sponsor-krumware.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>)

### AI overview

The article argues that platform engineering should close the gap between local Kubernetes development and cluster deployment. It presents Krumware's open-source Epinio application development engine and Epinio MCP server as ways to reduce tool fragmentation, support enterprise guardrails, and improve Kubernetes workflows.

### Source excerpt

Despite significant investments and technological developments in platform engineering over the past decade, most developers still face the same problem The post Develop like you deploy: closing the Kubernetes local-to-cluster gap appeared first on The New Stack.

## How to secure Kubernetes in the age of AI workloads

DevFeed: [How to secure Kubernetes in the age of AI workloads](<https://devfeed.tech/articles/how-to-secure-kubernetes-in-the-age-of-ai-workloads-17638.md>)

Original publisher: [Read original article](<https://thenewstack.io/securing-kubernetes-ai-agents/>)

Author: Mary Branscombe

Published: 2026-06-04T16:45:57Z

Content type: article

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Azure Kubernetes Service](<https://devfeed.tech/topics/azure-kubernetes-service.md>), [networking](<https://devfeed.tech/topics/networking.md>), [zero trust networking](<https://devfeed.tech/topics/zero-trust-networking.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [Secrets Management](<https://devfeed.tech/topics/secrets-management.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [azure](<https://devfeed.tech/tags/azure.md>), [azure-kubernetes-service](<https://devfeed.tech/tags/azure-kubernetes-service.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [microsoft-azure](<https://devfeed.tech/tags/microsoft-azure.md>), [networking](<https://devfeed.tech/tags/networking.md>), [post](<https://devfeed.tech/tags/post.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [security](<https://devfeed.tech/tags/security.md>), [sponsor-microsoft-azure](<https://devfeed.tech/tags/sponsor-microsoft-azure.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>), [zero-trust](<https://devfeed.tech/tags/zero-trust.md>)

### AI overview

The article examines how AI workloads and agents increase Kubernetes security challenges through unpredictable processes, traffic, tool use, registry access, and shared GPU infrastructure. It discusses a zero-trust approach and describes AKS network-isolated clusters that can bootstrap without public-internet egress by using private endpoints and Azure Container Registry.

### Source excerpt

Securing Kubernetes has always been complex -- spanning access control, image vulnerabilities, secrets management, and networking. AI workloads make it The post How to secure Kubernetes in the age of AI workloads appeared first on The New Stack.

## How Microsoft is governing thousands of Kubernetes clusters without manual intervention

DevFeed: [How Microsoft is governing thousands of Kubernetes clusters without manual intervention](<https://devfeed.tech/articles/how-microsoft-is-governing-thousands-of-kubernetes-clusters-without-manual-intervention-17630.md>)

Original publisher: [Read original article](<https://thenewstack.io/kubernetes-fleet-management-scale/>)

Author: Adrian Bridgwater

Published: 2026-05-07T22:07:21Z

Content type: article

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>), [GitOps](<https://devfeed.tech/topics/gitops.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [cloud-native-ecosystem](<https://devfeed.tech/tags/cloud-native-ecosystem.md>), [declarative](<https://devfeed.tech/tags/declarative.md>), [gitops](<https://devfeed.tech/tags/gitops.md>), [inference](<https://devfeed.tech/tags/inference.md>), [kubecon-cloudnativecon-eu-2026](<https://devfeed.tech/tags/kubecon-cloudnativecon-eu-2026.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kubernetes-clusters](<https://devfeed.tech/tags/kubernetes-clusters.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [observability](<https://devfeed.tech/tags/observability.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [podcast](<https://devfeed.tech/tags/podcast.md>), [post](<https://devfeed.tech/tags/post.md>), [sponsor-microsoft](<https://devfeed.tech/tags/sponsor-microsoft.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [video](<https://devfeed.tech/tags/video.md>)

### AI overview

The article examines how Microsoft addresses the operational challenges of governing thousands of Kubernetes clusters across on-premises, cloud, and edge environments. It describes limitations of single-cluster GitOps assumptions, including multi-cluster routing, secret synchronization, and unified observability, especially as distributed AI inference workloads increase.

### Source excerpt

Kubernetes is complicated; everybody knows it. Logically enough, Kubernetes deployed as a cluster of collected and coalesced instances at "fleet The post How Microsoft is governing thousands of Kubernetes clusters without manual intervention appeared first on The New Stack.

## Sponsored Post: G-Core Labs, Close, Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte

DevFeed: [Sponsored Post: G-Core Labs, Close, Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte](<https://devfeed.tech/articles/sponsored-post-g-core-labs-close-wynter-pinecone-kinsta-bridgecrew-ip2location-stackhawk-interviewcamp-io-educative-stream-fauna-triplebyte-27904.md>)

Original publisher: [Read original article](<http://highscalability.com/blog/2022/7/18/sponsored-post-g-core-labs-close-wynter-pinecone-kinsta-brid.html>)

Author: HighScalability Team

Published: 2022-07-18T14:38:51Z

Content type: opinion

Language: en

Sources: [High Scalability](<https://devfeed.tech/sources/high-scalability.md>), [High Scalability](<https://devfeed.tech/sources/high-scalability-2.md>)

Topics: [DevOps](<https://devfeed.tech/topics/devops.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [hosting](<https://devfeed.tech/topics/hosting.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [Ansible](<https://devfeed.tech/topics/ansible.md>), [PHP](<https://devfeed.tech/topics/php.md>), [WordPress](<https://devfeed.tech/topics/wordpress.md>)

Tags: [ansible](<https://devfeed.tech/tags/ansible.md>), [backend](<https://devfeed.tech/tags/backend.md>), [databases](<https://devfeed.tech/tags/databases.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developers](<https://devfeed.tech/tags/developers.md>), [devops](<https://devfeed.tech/tags/devops.md>), [hosting](<https://devfeed.tech/tags/hosting.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [linux](<https://devfeed.tech/tags/linux.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [wordpress](<https://devfeed.tech/tags/wordpress.md>)

### AI overview

A sponsored post compiling hiring and promotional opportunities from companies including Close, Wynter, Kinsta, InterviewCamp.io, and Triplebyte. The listings cover site reliability, system administration, DevOps, JavaScript development, research participation, and interview preparation.

### Source excerpt

Who's Hiring? Close is building the sales communication platform of the future and we're looking for a Site Reliability Engineer to help us accomplish that goal. If you have a passion for databases (both SQL and NoSQL), significant experience building, managing, and monitoring infrastructure, databases, and backend services at scale and want to work with a rag-tag team of hardworking, but humble humans, then come check us out! Wynter is looking for system administrators, engineers, and developers to join its research panel. Participate in research surveys, get paid ($90-$180/hr) for your feedback and comments. Super low key commitment, 10-15 mins per survey. Learn more and sign up. DevOps Engineer: At Kinsta, we set out to create the best managed hosting platform in the world. If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! As Kinsta's DevOps Engineer, you will be instrumental in making sure that our infrastructure is always on the bleeding edge of technology, remaining stable and high-performing at all times. If you love working with Linux, have a background in PHP, and have worked with cutting-edge technologies, such as Ansible and LXC, check us out and apply here. SysOps Engineer: As Kinsta's SysOps Engineer, you'll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here! JavaScript Developer: Kinsta's Development Team aims to create truly effective solutions for our customers and our internal teams. We believe the only way to maintain and scale our standards is to focus on quality code. If you are a talented JavaScript developer and you would like to work with an owner

## Sponsored Post: G-Core Labs, Close, Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte

DevFeed: [Sponsored Post: G-Core Labs, Close, Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte](<https://devfeed.tech/articles/sponsored-post-g-core-labs-close-wynter-pinecone-kinsta-bridgecrew-ip2location-stackhawk-interviewcamp-io-educative-stream-fauna-triplebyte-27902.md>)

Original publisher: [Read original article](<http://highscalability.com/blog/2022/6/10/sponsored-post-g-core-labs-close-wynter-pinecone-kinsta-brid.html>)

Author: HighScalability Team

Published: 2022-06-10T15:39:03Z

Content type: article

Language: en

Sources: [High Scalability](<https://devfeed.tech/sources/high-scalability.md>), [High Scalability](<https://devfeed.tech/sources/high-scalability-2.md>)

Topics: [DevOps](<https://devfeed.tech/topics/devops.md>), [site-reliability-engineer](<https://devfeed.tech/topics/site-reliability-engineer.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [Ansible](<https://devfeed.tech/topics/ansible.md>), [hosting](<https://devfeed.tech/topics/hosting.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [PHP](<https://devfeed.tech/topics/php.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>), [NoSQL](<https://devfeed.tech/topics/nosql.md>), [WordPress](<https://devfeed.tech/topics/wordpress.md>), [Ubuntu](<https://devfeed.tech/topics/ubuntu.md>)

Tags: [ansible](<https://devfeed.tech/tags/ansible.md>), [databases](<https://devfeed.tech/tags/databases.md>), [debian](<https://devfeed.tech/tags/debian.md>), [devops](<https://devfeed.tech/tags/devops.md>), [hosting](<https://devfeed.tech/tags/hosting.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [linux](<https://devfeed.tech/tags/linux.md>), [lxc](<https://devfeed.tech/tags/lxc.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [nosql](<https://devfeed.tech/tags/nosql.md>), [php](<https://devfeed.tech/tags/php.md>), [site-reliability-engineer](<https://devfeed.tech/tags/site-reliability-engineer.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [ubuntu](<https://devfeed.tech/tags/ubuntu.md>), [wordpress](<https://devfeed.tech/tags/wordpress.md>)

### AI overview

A sponsored post presents hiring and promotional opportunities from several technology companies, including Site Reliability Engineer, DevOps Engineer, SysOps Engineer, and JavaScript Developer roles. It highlights experience with databases, infrastructure, backend services, Linux, PHP, Ansible, LXC, hosting, WordPress, and JavaScript.

### Source excerpt

Who's Hiring? Close is building the sales communication platform of the future and we're looking for a Site Reliability Engineer to help us accomplish that goal. If you have a passion for databases (both SQL and NoSQL), significant experience building, managing, and monitoring infrastructure, databases, and backend services at scale and want to work with a rag-tag team of hardworking, but humble humans, then come check us out! Wynter is looking for system administrators, engineers, and developers to join its research panel. Participate in research surveys, get paid ($90-$180/hr) for your feedback and comments. Super low key commitment, 10-15 mins per survey. Learn more and sign up. DevOps Engineer: At Kinsta, we set out to create the best managed hosting platform in the world. If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! As Kinsta's DevOps Engineer, you will be instrumental in making sure that our infrastructure is always on the bleeding edge of technology, remaining stable and high-performing at all times. If you love working with Linux, have a background in PHP, and have worked with cutting-edge technologies, such as Ansible and LXC, check us out and apply here. SysOps Engineer: As Kinsta's SysOps Engineer, you'll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here! JavaScript Developer: Kinsta's Development Team aims to create truly effective solutions for our customers and our internal teams. We believe the only way to maintain and scale our standards is to focus on quality code. If you are a talented JavaScript developer and you would like to work with an owner

## Sponsored Post: G-Core Labs, Close, Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte

DevFeed: [Sponsored Post: G-Core Labs, Close, Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte](<https://devfeed.tech/articles/sponsored-post-g-core-labs-close-wynter-pinecone-kinsta-bridgecrew-ip2location-stackhawk-interviewcamp-io-educative-stream-fauna-triplebyte-33607.md>)

Original publisher: [Read original article](<https://highscalability.com/sponsored-post-g-core-labs-close-wynter-pinecone-kinsta-brid/>)

Author: High Scalability

Published: 2022-06-10T14:39:03Z

Content type: article

Language: en

Sources: [High Scalability](<https://devfeed.tech/sources/high-scalability-3.md>)

Topics: [site-reliability-engineering](<https://devfeed.tech/topics/site-reliability-engineering.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [NoSQL](<https://devfeed.tech/topics/nosql.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [Ansible](<https://devfeed.tech/topics/ansible.md>), [hosting](<https://devfeed.tech/topics/hosting.md>), [PHP](<https://devfeed.tech/topics/php.md>), [WordPress](<https://devfeed.tech/topics/wordpress.md>)

Tags: [ansible](<https://devfeed.tech/tags/ansible.md>), [backend](<https://devfeed.tech/tags/backend.md>), [databases](<https://devfeed.tech/tags/databases.md>), [hosting](<https://devfeed.tech/tags/hosting.md>), [important](<https://devfeed.tech/tags/important.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [linux](<https://devfeed.tech/tags/linux.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [nosql](<https://devfeed.tech/tags/nosql.md>), [php](<https://devfeed.tech/tags/php.md>), [site-reliability](<https://devfeed.tech/tags/site-reliability.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>)

### AI overview

A sponsored post listing hiring and recruitment opportunities from Close, Wynter, Kinsta, InterviewCamp.io, and Triplebyte. The listings seek site reliability, system administration, DevOps, SysOps, JavaScript, and related technology candidates, mentioning databases, infrastructure, Linux, PHP, Ansible, LXC, hosting, and WordPress.

### Source excerpt

Who's Hiring? Close is building the sales communication platform of the future and we're looking for a Site Reliability Engineer to help us accomplish that goal. If you have a passion for databases (both SQL and NoSQL), significant experience building, managing, and monitoring infrastructure, databases, and