An arXiv industry experience report (arXiv:2610.06890v1) documents three years of running an event-driven cloud infrastructure for continuous machine learning training in automotive manufacturing, rep…
Vercel CEO Guillermo Rauch confirmed on Oct. 3 that researcher Paulos Yibelo found a KVM zero-day through Vercel's Sandbox bounty program, reporting a "full VM escape zeroday" from guest to host root.…
A developer benchmarked the same Gemma 4 E2B build served from an Amazon SageMaker endpoint and from a plain EC2 instance with an identical NVIDIA T4 or L4 GPU, finding decode speed and answers match …
Dynep launched a real-time GPU spot market that aggregates spot pricing across 31 cloud providers and compares it against AWS EC2 on-demand baseline rates, with the company citing arbitrage savings of…
LakeFS and Amazon FSx for NetApp ONTAP now offer a public reference environment on GitHub that pairs lakeFS's zero-copy branching with FSx for ONTAP's native S3 object-store server, letting file-centr…
AWS, Microsoft Azure and Google Cloud remain the three dominant public cloud platforms for 2026, with each offering production-grade compute, storage, databases, Kubernetes, serverless, security, DevO…
AWS raised the maximum Lambda function timeout to 90 minutes on Lambda Managed Instances, six times the previous 15-minute limit, while leaving the limit unchanged for traditional synchronous requests…
A developer explored AWS Launch Wizard, a guided deployment service that sizes, configures, and provisions AWS resources for enterprise applications such as SAP and SQL Server without manually selecti…
Students at Coimbatore Institute of Technology completed the second session of a hands-on cloud-native systems and applied AI workshop led by Santhosh NC, a lead infrastructure consultant at Thoughtwo…
A developer described a private two-stage pipeline that pulls consolidated AWS Security Hub CSPM findings from GuardDuty and Inspector, renders a first-stage HTML report inside AWS, then post-processe…
A developer documented migrating an AWS EC2-hosted MCP server for managing Gemma 4 E2B on a vLLM deployment from the MCP Python SDK 1.x (FastMCP) to 2.x (MCPServer). The migration was prompted by an u…
Cast AI creates low technical lock-in but moderate operational lock-in, according to a Cast AI analysis of its own Kubernetes node-provisioning product. The company states that Cast AI provisions stan…
AWS has launched Ray Serve Deep Learning Containers (DLCs), pre-built Docker images for model inference that bundle PyTorch, Ray Serve, and the GPU stack, addressing the maintenance gap left by TorchS…
CAST AI's guide to Karpenter best practices for production clusters on Amazon EKS details 10 configuration tips, including running the controller on dedicated nodes, using mutually exclusive NodePools…
A collaboration between AWS, NVIDIA, and Heidi demonstrated a 75% reduction in automatic speech recognition (ASR) inference cost by using NVIDIA CUDA MPS on Amazon EC2 g6e.4xlarge and g7e.4xlarge inst…
AWS, NVIDIA, and Heidi Health report that using NVIDIA CUDA Multi-Process Service (MPS) with NVIDIA Triton Inference Server on Amazon EC2 GPU instances cuts ASR inference GPU infrastructure requiremen…
The Python Software Foundation (PSF) reported that its AWS spending increased 69% from July 2025 to July 2026, driven by growth in Python usage and AI agents installing packages, after eight years of …
Amazon Web Services (AWS) marked the 20th anniversary of Amazon Elastic Compute Cloud (Amazon EC2), which launched as a beta on August 25, 2006, with a single instance type (m1.small) in one Region (U…
Cognition, the maker of the AI coding agent Devin, has opened alpha access to Devin Outposts on Modal, a feature that moves code execution onto customer-controlled infrastructure while keeping Devin's…
The Python Software Foundation (PSF) reported a 69% increase in AWS spending from July 2025 to July 2026, driven by growing Python usage and AI agents installing packages. The PSF's infrastructure, in…