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Infra2026-09-05 · source-backed
HyperPod InstantStart composes EKS orchestration with SageMaker HyperPod behind one API reachable three ways, including an MCP server publishing 38 tools spanning cluster lifecycle, instance groups, storage, model download, inference deployment and node operations. The design choice to copy is "guarded operations": the MCP tools reuse the backend API and validate parameters against domain constraints upfront, so configurations follow encoded rules instead of drifting with agent improvisation, and operations persist their phase before polling so stages are independently retryable (AWS).
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The walkthrough covers implementing MCP tools, wiring authentication, and deploying with AWS CDK against Bedrock AgentCore and Mistral AI Studio. Steal the two-layer JWT pattern: agent identity and end-user identity as separate token layers. Most MCP server tutorials hand-wave...
Agentic Resource Discovery went up August 24 at agenticresourcediscovery.org under Apache 2.0, contributed to but not authored by AWS (AWS ML Blog). It lets agent, tool and skill registries federate across clouds, on-prem and SaaS without bilateral connectors. AWS Agent Regist...
AWS's August 21 post stages agent tool governance as Connect, Control, Catalog and Harden, from one SSO-backed MCP endpoint for a 1-20 user pilot through identity-aware authorization with PII redaction and self-service tool publishing at 100+ users. It supports Cognito-backed...
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...
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...
1. Set package cooldown to 72 hours across all your package managers. pnpm: resolution-time=72h, uv: --exclude-newer, npm via .npmrc. This single config change would have protected you from the LiteLLM attack. Willison's survey covers all seven managers. 2. Install Lasso Secur...
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