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KubeCon: VCluster Labs Unveils AI Tenancy

KubeCon kicked off today in Atlanta, where VCluster Labs will demo its new Infrastructure Tenancy Platform for AI. TNS Senior Editor Joab Jackson reports the platform is a specialized Kubernetes distribution designed to maximize GPU efficiency and provide cloud-like flexible tenancy for private Nvidia AI systems. Find out more about the platform, which uses vCluster technology to carve secure “virtual clusters” from one large cluster.

In other tech news we’re following this week:



TOP OF THE STACK

Exploring RTEB, a New Benchmark To Evaluate Embedding Models

Featued image for: Exploring RTEB, a New Benchmark To Evaluate Embedding Models
Retrieval Embedding Benchmark focuses on real retrieval tasks with both open and private data sets, making it accurate and practical for evaluating models.
With the rise of large language models (LLMs), our exposure to benchmarks — not to mention the sheer number and variety of them — has surged. Given the opaque nature of LLMs and other AI systems, benchmarks have become the standard way to compare their performance. These are standardized tests or data sets that evaluate how well models perform on specific tasks. As a result, every new model...
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WHAT ELSE IS NEW?

Featued image for: How Distributed Databases Power Developer Platforms at Scale Databases
How Distributed Databases Power Developer Platforms at Scale

Featued image for: The LLM Flywheel Effect: AI That Writes and Tests Documentation AI
The LLM Flywheel Effect: AI That Writes and Tests Documentation

Featued image for: Why SAP Is Opening Up Its Data and Developer Ecosystems AI
Why SAP Is Opening Up Its Data and Developer Ecosystems

Featued image for: Kubecon: VCluster’s K8s Platform to Manage GPUs as a Service Kubecon Cloudnativecon NA 2025
Kubecon: VCluster's K8s Platform to Manage GPUs as a Service

Featued image for: Go Beyond DevOps With Autonomous Full-Stack Optimization DevOps
Go Beyond DevOps With Autonomous Full-Stack Optimization

Featued image for: Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer Containers
Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer

Featued image for: Tailscale Welcomes Kubernetes Co-Founder Joe Beda as Advisor Kubernetes
Tailscale Welcomes Kubernetes Co-Founder Joe Beda as Advisor

Featued image for: Unix: OpenSolaris Lives on in This OpenIndiana Fork Operations
Unix: OpenSolaris Lives on in This OpenIndiana Fork

Featued image for: PSF Gets a Donor Surge After Rejecting Anti-DEI Federal Grant Tech Culture
PSF Gets a Donor Surge After Rejecting Anti-DEI Federal Grant

Featued image for: An Observability Veteran on AI’s ‘Intoxicating’ Potential Observability
An Observability Veteran on AI's 'Intoxicating' Potential





FLOW STATE

Technical Leadership for Business Impact: Focus on Customers
Adaptability and commitment to business and customer outcomes are crucial for building a resilient, future-ready organization.
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Trending Now: HydraPWK2 Is a Linux Distribution That Simplifies Pentesting
Overwhelmed by Kali Linux? HydraPWK2 includes all of the necessary tools for security penetration testing, but is a bit easier to comprehend.
Full Article Here
TNS Agents: Harness CEO Jyoti Bansal on Why AI Coding Doesn’t Help You Ship Faster
Organizations are waking up to the fact that using AI to write more code is creating bottlenecks further up in the development pipeline.
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