Moonshot AI's launch of its Kimi K3 model on July 23 erased $314 billion in combined implied valuation from OpenAI and Anthropic, with Anthropic dropping $232 billion (7.31%) and OpenAI shedding $82 b…
GPU utilization across production Kubernetes clusters averages just 5%, yet half of GPU cloud providers surveyed by SemiAnalysis report being completely sold out of H100 and H200 capacity, according t…
A free, ATS-friendly DevOps Engineer cover letter sample is now available, featuring an AI generator that personalizes the letter based on a job description. The sample highlights key achievements suc…
A developer outlines cost-effective strategies for scaling AI applications, including using spot instances, auto-scaling, serverless inference, and model optimization techniques like quantization and …
Srenix, an open-source self-healing Kubernetes tool released under Apache-2.0, diagnoses and fixes cluster faults using a 30MB Go binary with 16 Kubernetes probes, 14 read-only analyzers, 30 cloud pro…
SkyPilot, a control plane that unifies fragmented AI compute into a single pool, emerged from stealth today. The open-source platform, which began as a PhD project at Berkeley, now manages over 10,000…
A developer built a chess game that runs inside the Claude Code CLI, where Claude suggests three possible moves for the player to choose from. The game supports local play against a bot or remote play…
Average GPU utilization in production Kubernetes clusters is just 5%, according to the Cast AI 2026 State of Kubernetes Optimization Report, meaning 95 cents of every GPU dollar goes to idle silicon. …
Average GPU utilization across tens of thousands of production Kubernetes clusters is just 5%, according to the Cast AI 2026 State of Kubernetes Optimization Report. Default Kubernetes scheduling uses…
Costory rebuilt its FinOps MCP server after discovering that LLMs like Claude ignored dedicated tools like query_cost_diff in favor of calling query_cost twice and doing subtraction themselves. The te…
LHIC (Local Human Intent Controller), an open-source browser automation tool from developer Matt Cheng, introduces a Fast Path/Slow Path architecture that runs standard web flows in under 35ms with ze…
Aviatrix introduces the Containment Era for securing AI workloads, claiming its Cloud Network Security Fabric (CNSF) passes all five testable containment properties while centralized firewall architec…
The Kubernetes Cluster Autoscaler adds nodes reactively when pods are pending and removes them after a sustained underutilization window, with a default scale-down delay of 10 minutes and provisioning…
Condense offers a Bring Your Own Cloud (BYOC) model for real-time data streaming that keeps data within the customer's cloud while the vendor manages the control plane. This approach reduces cloud egr…
Internet scanners are systematically probing for AI agent infrastructure, including Model Context Protocol (MCP) servers and AI assistant credential files, according to a SANS Internet Storm Center ha…
QuantumReckon, a new FinOps tool, identifies real cloud and AI spend including token-level costs across Azure, AWS, GCP, Hetzner, Anthropic, and OpenAI with a single read-only sweep, providing tamper-…
A developer solved Gemini cost allocation within a single GCP project by switching from API Keys to Vertex AI calls and using dynamic request labels. By adding custom labels like client_id to each Ver…
A developer explains that AI agents on different clouds often fail to communicate due to security groups blocking inbound traffic, ephemeral IPs and NAT hiding peers, and ingress rules designed for hu…
Cast AI and Kubecost serve different Kubernetes cost management needs: Kubecost provides cost visibility and allocation, while Cast AI automates optimization actions like rightsizing and bin-packing. …
Kubecost, a Kubernetes cost monitoring platform built on OpenCost, tracks costs by namespace, pod, deployment, and label, including compute, network, storage, idle capacity, and GPU costs. It surfaces…