Cloud
This article explores a reference architecture for securely sharing an Amazon SageMaker HyperPod EKS cluster across multiple teams, leveraging AWS IAM Identity Center for authentication, Kubernetes namespaces for isolation, and HyperPod Task Governance for fairness. The architecture ensures resource
Hardware
NVIDIA DOCA AI agent skills provide verified API signatures, hardware capability requirements, and build constraints, enabling agents to reason like experienced DOCA developers. A 65-prompt evaluation showed agents with skills satisfied 100% of checklist items, compared to 19% without skills.
Security
Threat actors have been observed exploiting two recently disclosed flaws in the AhsayCBS backup utility to seize control of affected devices and deploy web shells and XMRig cryptocurrency miners. The vulnerabilities, CVE-2026-105133 and CVE-2026-105134, have been chained to bypass authentication and
Data
The ClickHouse adapter for dbt v2 is in public beta, powered by dbt’s Rust engine. ClickHouse also joins the dbt platform in private beta, supporting open-source ClickHouse and ClickHouse Cloud.
AI
A machine learning system developed by Microsoft Research can predict space weather risks for power grids up to 30-60 minutes in advance, using solar-wind data and geological factors to estimate risk at 66,935 U.S. substations.
News
Spanlens is an open-source LLM observability tool that provides request logging, cost tracking, and agent tracing with minimal setup. It supports multiple LLM providers and offers a self-hostable solution with a Docker command.
Open Source
Mozilla and Mila have launched a new initiative to develop an open source AI foundation layer, supported by the Canadian government. The goal is to enable organizations to own and operate advanced AI systems locally, ensuring full control over their technology and data.
Community
HashiCorp has archived the Boundary open source repository, signaling a shift in focus toward HCP Boundary and Boundary Enterprise. This move affects the future of Boundary Community Edition (CE) and its availability for development and contributions.
Development
OpenAI's JavaScript and TypeScript SDK is now available on JSR, offering developers a streamlined experience with auto-generated documentation and TypeScript support.
Infrastructure
With the release of Kubernetes v1.37, the Pod-Level Resource Managers feature has graduated to Beta status (disabled by default). This enhancement allows Kubelet's Topology Manager, CPU Manager, and Memory Manager to use Pod-level resource declarations directly when making hardware placement decisio
Hardware
NVIDIA's AICR v1.0 introduces a version-locked, validated approach to GPU cluster configuration for Kubernetes, addressing compatibility challenges across components like kernels, drivers, and workloads. The release establishes a stable compatibility contract and introduces tools for configuration m
Security
Microsoft has released updates to address 398 security vulnerabilities, including one actively exploited and two previously disclosed. The increase in patch frequency is attributed to AI-assisted vulnerability discovery, though patching remains a human-centric process.