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Infra2026-08-11 · source-backed
The SageMaker AI Spaces add-on runs managed notebook environments on the same cluster hosting training pipelines, so notebooks keep GPU nodes, shared storage, and IAM identity. AWS claims consolidating interactive and training workloads lifts GPU utilization by up to 30%. SSM advanced-instances tier is about $0.00695/hr per Space pod, requires EKS v1.30+. Vendor-sourced numbers, but the architectural argument that your notebook should live where your GPUs live is correct regardless of who makes it.
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A spec is a press release until someone who didn't write it implements it. GitHub made Agent Plugins 1.0 generally available on August 12 across VS Code, Copilot CLI, the Copilot SDK, and the Copilot app on all plans. The spec, published August 6, was co-authored by AWS, Anysp...
NVIDIA's Blackwell successor is in production ahead of schedule. The NVL72 rack (72 GPUs) delivers 3.6 exaFLOPS for inference, with 288GB HBM4 per GPU. NVIDIA claims 10x lower cost-per-token versus Blackwell. The Rubin CPX variant — purpose-built for million-token inference —...
First-party pricing, counts toward AWS commitments, Codex via CLI and IDE plugins for VS Code, JetBrains, and Xcode, across commercial and GovCloud (AWS). This removes the procurement and compliance wall for AWS shops that couldn't touch OpenAI under existing contracts. Distri...
Warp released its client codebase under AGPL-3.0, surged to 56,000 GitHub stars and #2 on GitHub Trending. But the real story isn't the open-sourcing. It's the repositioning. Warp isn't calling itself a terminal anymore. It's an "agentic development environment." The product n...
AWS shipped per-user, per-target rate limiting August 6 covering MCP targets, inference targets and HTTP passthrough across three metrics: requests (RPS/RPM), tokens (TPM, inference only), connections (CPS). Limits scope by JWT claims ($.context.jwt.sub, .role, .azp) or IAM id...
The full family, Sol, Terra, and Luna, is generally available on Amazon Bedrock with IAM and VPC controls (LLM Boss, AWS). Sol targets coding, biology, and cybersecurity agentic work. Terra runs everyday tasks at about half GPT-5.5's cost, and Luna optimizes for speed. The thr...
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