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MLOps

AI, legacy, applications, Uptycs containerization legacy Kubernetes Ermetic CNAPP antipatterns Mirantis Twistlock Provides Full Lifecycle

How AI, Innovation and Legacy Systems can Come Together for Modernization 

The "AI and digital maturity paradox" challenges enterprises as they pursue digital transformation while managing legacy systems. This article discusses how CTOs can strategically integrate AI with existing infrastructures to enhance stability, ...
Bhaskar Dhawan | February 9, 2026 | AI and digital maturity paradox, APIs, cloud platforms, CTO strategies, data strategy, DevOps practices, digital transformation, intelligent integration, legacy systems, microservices architecture, MLOps, modernization challenges., operational continuity
SRE, autoscaling, Tailscale, Kubernetes, argo cd, Kubernetes v1.33,  AI, Nelm, Kubernetes, architecture, , architecture, Rackspace, GPUs, Kubernetes, Solo.io Kubernetes cloud foundry keptn cloud-native automation

Best of 2025: Why Kubernetes 1.33 Is a Turning Point for MLOps — and Platform Engineering

There comes a point in every engineer’s experience when a platform matures to the point of being truly ready for production use. With Kubernetes v1.33, that point has arrived for artificial intelligence ...
Itiel Shwartz | December 22, 2025 | kubernetes, MLOps, platform engineering
metrics, agents, ai, cloud-native, cloud native, project, istio, ambient, architecture, modules, cloud native, CCoE Kubernetes Virtana CrowdStrike cloud native

Why Kubernetes is Great for Running AI/MLOps Workloads 

Kubernetes has become the de facto platform for deploying AI and MLOps workloads, offering unmatched scalability, flexibility, and reliability. Learn how Kubernetes automates container operations, manages resources efficiently, ensures security, and supports ...
Joydip Kanjilal | October 29, 2025 | AI containerization, AI model deployment, AI on Kubernetes, AI scalability, AI Workloads, cloud-native ML, container orchestration, data science infrastructure, DevOps for AI, edge AI, fault tolerance, federated learning, GPU management, hybrid cloud AI, Kubeflow, KubeRay, kubernetes, Kubernetes automation, Kubernetes security, machine learning on Kubernetes, ML workloads, MLflow, MLOps, persistent volumes, resource management, scalable AI infrastructure, TensorFlow
SRE, autoscaling, Tailscale, Kubernetes, argo cd, Kubernetes v1.33,  AI, Nelm, Kubernetes, architecture, , architecture, Rackspace, GPUs, Kubernetes, Solo.io Kubernetes cloud foundry keptn cloud-native automation

Why Kubernetes 1.33 Is a Turning Point for MLOps — and Platform Engineering

With Kubernetes v1.33, that point has arrived for artificial intelligence (AI) and machine learning (ML) infrastructure.  ...
Itiel Shwartz | May 27, 2025 | kubernetes, MLOps, platform engineering
MLOps in the Cloud-Native Era — Scaling AI/ML Workloads with Kubernetes and Serverless Architectures 

MLOps in the Cloud-Native Era — Scaling AI/ML Workloads with Kubernetes and Serverless Architectures 

MLOps in the cloud-native era is revolutionizing AI deployment by combining Kubernetes for scalable training and serverless architectures for cost-efficient inference ...
Nikhil Gupta | April 4, 2025 | AI, kubernetes, MLOps, serverless
AI and the Drive to Modern, Cloud-Native Applications

AI and the Drive to Modern, Cloud-Native Applications

Artificial intelligence (AI) has changed how modern applications interact with us, and machine learning has driven the modernization of various processes and systems. We all know that artificial intelligence has strengthened its ...
Lee Atchison | November 22, 2022 | AI, cloud-native applications, machine learning, MLOps, modern applications
IBM Makes ModelMesh Open Source

IBM Makes ModelMesh Open Source

IBM revealed today at the KubeCon + CloudNativeCon North America conference that it is making the ModelMesh tool that enables multiple machine learning models to share a container available as open source ...
Mike Vizard | October 13, 2021 | AI, IBM, IBM Watson, kubernetes, MLOps
AIOps Virtana AWS StormForge microservices MLMD machine learning MLOps

Efficient MLOps in a Kubernetes Environment

MLOps addresses the specific needs of data science and ML engineering teams without impacting Kubernetes If your organization has already started getting into machine learning, you will certainly relate to the following ...
Nir Bar-Lev | August 12, 2020 | data science, HPC, kubernetes, MLOps

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Closing the Cloud Security Gap With Runtime Protection
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Cloud Security Maturity Best Practices for 2026
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MOST READ

Gas Town: What Kubernetes for AI Coding Agents Actually Looks Like

February 16, 2026

Kubernetes and IPv6: Together at Last?

February 4, 2026

Kubernetes Begins Work on Pod Checkpoint/Restore

February 2, 2026

Noma Security Identifies Security Flaw in Docker AI Assistant

February 3, 2026

CNCF Chief: AI Inference Will Drive Increased Cloud Native Software Consumption

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RECENT POSTS

From PagerDuty to ‘Agentic Ops’: The Rise of Self-Healing Kubernetes 
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From PagerDuty to ‘Agentic Ops’: The Rise of Self-Healing Kubernetes 

February 27, 2026 Pavan Madduri 0
Hybrid Cloud at Enterprise Scale: Private Kubernetes for Portability and Control 
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Hybrid Cloud at Enterprise Scale: Private Kubernetes for Portability and Control 

February 24, 2026 Shravani Gunturu 0
Cost Control for Kubernetes: Monitor, Right-Size, Govern
Cloud-Native Development Features Kubernetes in the Enterprise Social - Facebook Social - LinkedIn Social - X 

Cost Control for Kubernetes: Monitor, Right-Size, Govern

February 20, 2026 Joab Jackson 0
Scaling a Financial Reconciliation Pipeline With Serverless 
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Scaling a Financial Reconciliation Pipeline With Serverless 

February 20, 2026 Melvin Philips 0
The Rise of Context-Aware Platforms in Cloud-Native Engineering
Cloud-Native Development Cloud-Native Platforms Contributed Content Platform Engineering Social - Facebook Social - LinkedIn Social - X Topics 

The Rise of Context-Aware Platforms in Cloud-Native Engineering

February 20, 2026 Arul Watson 0
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