roobrief https://roobrief.com/en Daily briefs for developers en Wed, 14 Oct 2026 02:00:00 GMT Local LLM Hardware: NVIDIA, AMD and Intel — After Capacity, It's Bandwidth https://roobrief.com/en/posts/hardware-local-llm-workstations https://roobrief.com/en/posts/hardware-local-llm-workstations Wed, 14 Oct 2026 02:00:00 GMT When choosing hardware for local LLMs, look at memory bandwidth as well as capacity. We compare DGX Spark, RTX PRO 6000, Ryzen AI Halo and Arc Pro. Hardware AI Coding Tools: Claude Code Leads, Codex Overtakes Cursor (JetBrains Survey) https://roobrief.com/en/posts/agentic-coding-tools-landscape https://roobrief.com/en/posts/agentic-coding-tools-landscape Wed, 14 Oct 2026 01:00:00 GMT In JetBrains' 2026 survey, Claude Code leads at 39% work usage, OpenAI Codex (16%) has passed Cursor (12%), and Copilot has slipped to 21%. Dev & Releases Google, OpenAI and Anthropic Reportedly Plan Their Own AI Safety Rules — What Changes for Developers https://roobrief.com/en/posts/reportedly-safa-frontier-ai-standards-body https://roobrief.com/en/posts/reportedly-safa-frontier-ai-standards-body Wed, 14 Oct 2026 00:00:00 GMT AI model safety is under review, and before any law is written, AI companies' terms of service may change first and apply to developers. AI AWS Releases Strands Box, an Open-Source Sandbox That Blocks Agents Based on What They've Already Done https://roobrief.com/en/posts/aws-strands-box-agent-sandbox https://roobrief.com/en/posts/aws-strands-box-agent-sandbox Tue, 13 Oct 2026 13:00:00 GMT AWS has released Strands Box as a developer preview: an open-source sandbox that isolates AI agents at the OS level and applies rules based on prior actions. For now it supports only Apple silicon Macs. Dev & Releases NVIDIA RTX Spark PCs Open for Preorder — a 128GB Dev Box Costs $5,999 https://roobrief.com/en/posts/nvidia-rtx-spark-surface-preorders https://roobrief.com/en/posts/nvidia-rtx-spark-surface-preorders Tue, 13 Oct 2026 12:00:00 GMT Microsoft has opened preorders for Surface devices built on NVIDIA's RTX Spark. The 128GB unified-memory dev box costs $5,999, more than double an analyst's earlier estimate of about $2,899. Hardware AI Infrastructure Draws $33.5 Billion — and the IMF Warns of a Correction https://roobrief.com/en/posts/ai-infra-funding-and-imf-warning https://roobrief.com/en/posts/ai-infra-funding-and-imf-warning Tue, 13 Oct 2026 11:00:00 GMT A Morgan Stanley report says startups easing AI's power and compute bottlenecks raised $33.5 billion this year, while the IMF warns an AI stock correction could shake financial stability. AI