AI coding assistants, developer platforms, MLOps, APIs, and infrastructure for building with AI.
Nvidia's RTX Spark N1X, an Arm-based laptop SoC with RTX Blackwell graphics and large unified memory for running local AI models, ships in Windows laptops from six manufacturers.
Microsoft's Surface RTX Spark Dev Box is up for preorder at roughly $6,000, shipping in November, powered by Nvidia's Arm-based RTX Spark platform with 128GB of unified memory.
SageMaker Studio now supports creating, starting, stopping, and opening SageMaker Spaces on HyperPod EKS clusters, letting users launch JupyterLab and Code Editor without command-line tools.
AWS introduces the aws-ai-ml skill through the Agent Toolkit for AWS, enabling coding agents like Kiro, Claude Code, and Codex to generate SageMaker code for inference optimization and benchmarking.
AWS walks through deploying the Qwen3-TTS model on SageMaker AI using the vLLM-Omni Deep Learning Container, streaming generated speech over a persistent bidirectional connection via a Gradio application.
AWS details how to use SkyRL on SageMaker HyperPod to post-train a Qwen3-VL-8B vision-language model with GRPO, covering setup, job execution, and adapter hosting.
AWS explains how to deploy the WhisperX Deep Learning Container on Amazon SageMaker AI real-time and asynchronous endpoints for word-level, speaker-labeled transcription.
AWS describes how to combine OpenCode, an open-source terminal-native coding agent, with open weight models on Amazon Bedrock to build a flexible, pay-per-use coding assistant.
Posit's Positron IDE now runs on Amazon SageMaker AI, enabling data scientists to explore data, train models in R and Python, deploy endpoints, and report results in one governed environment.
A tutorial for building a fully serverless pipeline that gathers Git metrics from GitHub and GitLab and displays near-real-time delivery analytics in Amazon QuickSight dashboards at low cost.
A technical guide to using NVIDIA's Resiliency Extension with PyTorch FSDP on Amazon EKS, covering async checkpointing and fast GPU fault recovery with H100 benchmarks.
NVIDIA's Ian Buck spoke on AI factory energy efficiency at the AI Infra Summit, showcasing Vera Rubin and DSX platform advancements centered on tokens per watt.