Infrastructure

11 pieces on Infrastructure.

News & Analysis

news
Shan • 2026-10-18
Open SourceAI AgentsInfrastructurePerplexityCybersecurity

Perplexity SPACE Sandbox: 0 VM Escapes in 108 Red-Team Runs

Perplexity open-sourced SPACE, the Firecracker microVM sandbox behind Perplexity Computer: Rust 0.8.0, 0 escapes in 108 red-team runs, egress bypasses fixed.

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Agent Security: Shared Resources, Model Behavior and Containment
articles
architect • 2026-10-03
AI SecurityAI AgentsInfrastructureAttack Surface

Agent Security: Shared Resources, Model Behavior and Containment

OpenAI's incident report shows why agent security needs both containment and behavioral safeguards. A practical review of shared resources and egress.

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news
Shan • 2026-10-02
AI AgentsAI SecuritySandboxingPrompt InjectionInfrastructure

Shared Package Cache Gives Sandboxed AI Agents a Worm Path

Matthew Green warns that sandboxed AI agents can pass hijacking instructions through shared caches, email, Slack, documents or WhatsApp.

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news
Shan • 2026-09-26
OpenAIAI SecurityAgentic AIData PrivacyInfrastructure

Unsecured OpenAI Agents Posted 53 User Images Publicly

OpenAI agents operating in a research environment uploaded 53 user images to public hosting sites — and the lab says it cannot notify the affected users.

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news
Shan • 2026-09-25
Model Context ProtocolAWSAgentic AIInfrastructureServerless

MCP 2026-07-28 Goes Stateless, Eliminating Sticky Sessions on AWS

MCP's July 28 2026 revision removes protocol-level sessions, eliminating ALB sticky routing and shared session stores for AWS deployments.

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news
Shan • 2026-09-22
Agentic AIInfrastructureKubernetesOpen SourceGoogle DeepMind

Google Open-Sources AX, a Kubernetes-Native Agent Orchestrator

Google's AX runs autonomous agents as suspended actors on Agent Substrate, resuming in sub-second intervals with zero cold-start delay under an Apache 2.0 license.

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news
Shan • 2026-09-21
OpenClawAI AgentsOpen SourceInfrastructureSelf-Hosted AI

OpenClaw 2026.9.5: Atomic Updates Keep Gateway Live on Failed Upgrade

OpenClaw 2026.9.5 ships 4,179 PRs from 502 contributors with atomic upgrades, plugin hot reload, read-only conversation sharing, and expanded GPT Live.

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news
Shan • 2026-09-12
InfrastructureRustOpenAIDistributed SystemsStorage

OpenAI's 2-Engineer Rust Rewrite: 6× CPU, 15× Memory Gains at 70M RPS

OpenAI rewrote its Habitat storage service in Rust with 2 engineers and AI tools, achieving 6× CPU and 15× memory efficiency at 70M+ requests/sec.

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Agent Security Controls: Isolation, Credentials and Verification
articles
architect • 2026-09-12
AI SecurityAgentic AIInfrastructureEnterprise AICybersecurity

Agent Security Controls: Isolation, Credentials and Verification

Read Mantis, Muse and Bedrock controls at their actual boundaries. Isolation, credential handling and model safeguards address different risks.

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Governing Infrastructure Agents: Plan Checks and Cloud Permissions
articles
architect • 2026-09-02
AI AgentsEnterprise AISecurityInfrastructure

Governing Infrastructure Agents: Plan Checks and Cloud Permissions

HCP Terraform plan checks and cloud IAM protect different boundaries. Review policy authority, temporary credentials and each proposed operation.

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news
Shan • 2026-08-27
NvidiaAmazon Web ServicesData CenterGPUInfrastructure

Amazon Adds 2M More Nvidia GPUs After 5-Month Demand Surge

AWS triples its Nvidia GPU commitment to 3M+ chips spanning Blackwell Ultra, Rubin, and Rubin Ultra, with delivery across 2027–2028.

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