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Together AI Adds Container Inference to Managed Service for AI Models

Together AI Adds Container Inference to Managed Service for AI Models

Together AI today added a container interface to a managed cloud service it provides for deploying artificial intelligence (AI) models. Nikitha Suryadevara, product lead for inference at Together AI, said the Dedicated ...
Mike Vizard | February 12, 2026 | AI applications, AI model deployment, cloud service provider, container interface, distributed inference, GPU optimization, IT infrastructure, kubernetes, managed cloud service
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

Building an Enterprise-Ready AKS Cluster: Architecture, Networking and Security Baselines 

Running Azure Kubernetes Service (AKS) in enterprise environments requires more than just creating a cluster. This guide details the essential architecture, networking, security measures, and observability practices necessary for deploying robust AKS ...
Olaitan Falolu | February 12, 2026 | AKS, AKS networking, AKS security, Azure Kubernetes Service, cloud infrastructure, enterprise AKS deployment, governance, hybrid cloud security, Kubernetes architecture, observability
Kubernetes Architecture Made Simple: A School Analogy

Kubernetes Architecture Made Simple: A School Analogy

This beginner-friendly guide uses a school analogy to simplify Kubernetes architecture, explaining the roles of the Control Plane (administration) and Worker Nodes (classrooms) in orchestrating containerized applications. By likening components to familiar ...
Karthi Palanisamy | February 10, 2026 | API server, beginner guide, cloud-native applications, container orchestration, container runtime, control plane, Controller Manager, Kube-Proxy, Kubelet, Kubernetes architecture, pods, Scheduler, school analogy, Worker Nodes
CNCF, cloud native, NVIDIA, AI, Peritus microservices

Build and Orchestrate Agents Using Docker cagent 

Docker's cagent is a new open-source framework that simplifies the deployment of AI agents, allowing users to create everything from basic Hello World agents to complex multi-agent workflows using a declarative YAML ...
Siri Varma Vegiraju | February 10, 2026 | agent capabilities, AI agents, AI applications, automated workflows, composable workflows, deployment, Docker cagent, GraphQL, lightweight agents, Model Context Protocol (MCP), multi-agent processing, open-source framework, rapid development, technical integration, vendor-agnostic stack, YAML configuration
container security sysdig snyk container Mirantis Aqua Security GitHub

Web Bot Authentication: Securing AI Agents in Cloud-Native Environments 

The rise of AI agents in cloud-native environments poses significant security challenges, creating difficulty in distinguishing legitimate automation from malicious bots. Web Bot Authentication (WBA) offers a cryptographic solution, using asymmetric cryptography ...
Harith Gaddamanugu | February 9, 2026 | AI agents, asymmetric cryptography, automated access, bot detection, cloud native security, content indexing, customer support automation, enterprise automation, IETF standards, legitimate automation, malicious bots, multitenant environments, partner integrations, security architecture., security challenges, tamper-proof verification, verification process, WBA, Web Bot Authentication, zero-trust principles
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
Akuity, SUSE, Nutanix, kubernetes, cycle, Mirantis, kubernetes, LoftLabs, vNode, Komodor, configurations, application, clusters, virtual, Red Hat, Kubernetes clusters, Komodor, kubernetes, clusters, kubernetes, IDPs, TLS, certificates, clusters, virtual clusters, Kubernetes, Kubernetes, vCluster CAST AI KBOM DoKC Platform9 Kubernetes

Kubernetes in Docker (KinD): Setting Up a k8s Cluster in Under a Minute

Discover the evolution of Kubernetes management with KinD, allowing for quick, local multi-node cluster creation, enhancing visibility, and bridging gaps left by managed services for Kubernetes deployment and testing ...
Ajinkya Kadam | February 9, 2026 | CI/CD integration, cloud native, cluster management, KinD, kubernetes, Kubernetes in Docker, local clusters, multi-node clusters, SRE, testing
Kubernetes

Kubernetes Could Use a Different Linux Scheduler

A pair of Cambridge researchers have found a way to squeeze 10 – 20% more capacity from Kubernetes clusters, simply by making a tweak in the way the Linux kernel schedules jobs ...
Joab Jackson | February 6, 2026 | CFS, kubernetes, LAGS, linux
Cluster API Update Makes Managing Kubernetes Environments Simpler

Cluster API Update Makes Managing Kubernetes Environments Simpler

The maintainers of the Cluster Application Programming Interface (API) for Kubernetes clusters have released an update that makes it simpler to automatically trigger in-place updates to create or delete a machine. Version ...
Mike Vizard | February 4, 2026 | AI, Broadcom, Cluster API, IT, kubernetes
Kubernetes and IPv6: Together at Last?

Kubernetes and IPv6: Together at Last?

As administrators migrate their clusters from Ingress NGINX, which is being retired from the Kubernetes line-up next month, they might want to consider adding another task to their job: migrating their network ...
Joab Jackson | February 4, 2026 | Ingress NGINX, IPv6, kubernetes
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The Economics of Infrastructure Modernization
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The AI-Powered Modernization Playbook for Financial Services Secure Migration, Modernization & the AI-Driven Development Lifecycle
14 October 2026
The AI-Powered Modernization Playbook for Financial Services Secure Migration, Modernization & the AI-Driven Development Lifecycle
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Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
20 October 2026
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
1 October 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage
1 October 2026
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage

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ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

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MOST READ

Echo Acquires Hardened Container Assets from Minimus

August 27, 2026

Kubernetes v1.37 Enhances Dynamic Resource Allocation

August 28, 2026

Containers Became the Unit of Speed. AI Agents Are Making VMs the Unit of Trust

September 2, 2026

DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes

September 1, 2026

RapidFort Allies with CrowdStrike to Harden Container Images

September 4, 2026

RECENT POSTS

Your Service Is Healthy, but Its Data Isn’t: Rethinking Cloud-Native Health Checks
Cloud-Native Architecture Contributed Content Observability Social - Facebook Social - LinkedIn Social - X Topics 

Your Service Is Healthy, but Its Data Isn’t: Rethinking Cloud-Native Health Checks

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Komodor Extends AI SRE Reach for Kubernetes to AI Agents
Cloud-Native Platforms Features Observability Platform Engineering Social - Facebook Social - LinkedIn Social - X 

Komodor Extends AI SRE Reach for Kubernetes to AI Agents

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Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Why Your Kubernetes Readiness Probes Are Lying During Rolling Updates

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Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Why CPU-Based Autoscaling Fails for Rails — and What We Used Instead

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Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Write Access Is the Easy Part: The Verification Gap in Agentic Kubernetes Remediation

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