A developer detailed a cost-optimization approach for .NET LLM services on Azure AI Foundry that combines caching, KV-cache reuse, intent-based routing, and micro-batching to cut token spend by 50% wh…
Average GPU utilization across Kubernetes clusters measured in Cast AI's 2026 State of Kubernetes Optimization Report was just 5%, and only 2% on Azure Kubernetes Service (AKS), meaning 98 cents of ev…
Microsoft's microsoft/mcp repository, which builds the Azure MCP Server and other official Microsoft MCP servers, was last updated in October 2026 and holds 3.7k GitHub stars. The open-source project,…
Boundflow released Charter, an open-source platform for running production-safe AI agents on a company's own infrastructure, available at github.com/boundflow/charter. Charter lets users define agents…
Josef Doornink, an engineer, published a guide to standing up a GPU cluster on Azure Kubernetes Service (AKS) for serving vLLM models. The walkthrough covers requesting GPU quota, creating a cluster w…
A developer's agent-verification platform, AiOps Enabler, was found to be recording successes for agents that never ran due to a bug in its default onboarding path. The developer discovered that the g…
Fractal Analytics is hiring a Lead Architect for Azure and Agentic AI Solutions in Mumbai, an on-site role posted 2 days ago with an unpublished salary. The architect will define the target architectu…
Turnstone, an enterprise infrastructure orchestration platform, released a demo video showcasing a lab system whose AI persona is prompted to 'Respond like an underpaid employee that can't be fired' a…
Azure Kubernetes Service (AKS) offers partial support for near-bare-metal workloads through isolated VM SKUs, but platform teams must validate SKU availability and feature compatibility before committ…
Average GPU utilization in Kubernetes clusters sits at just 5%, according to the Cast AI 2026 State of Kubernetes Optimization Report, with AKS at 2%, EKS at 5%, and GKE at 6%. An idle H100 GPU on AWS…
An architect at an unnamed company encountered an unexpected challenge when deploying a Visual Element Detection (VED) service on Azure Kubernetes Service (AKS): the target region did not offer the NV…
A developer explains how to create a Kubernetes ServiceAccount and assign permissions using RBAC, following the Principle of Least Privilege. The ServiceAccount is required for the Agentic CLI to auth…
Karpenter, an open-source node provisioner, directly provisions cloud instances without node groups, while Cluster Autoscaler scales pre-defined node groups. Karpenter is faster, cheaper, and more fle…
SigNoz released an integration for Azure Kubernetes Service (AKS) monitoring that collects metrics and logs from managed Kubernetes clusters. The integration requires SigNoz Azure agent version v0.0.1…
Many teams adopt Kubernetes unnecessarily, as it introduces significant operational complexity (e.g., YAML sprawl, control plane maintenance) that outweighs its benefits for smaller teams with simple …