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Showing 1-7 of 7Results matching "Claude Code"

Last week

4 stories
Security riskInfrastructure

TeamPCP’s Trivy Attack Hit 2,500 Organizations; AI Tool Backdoors Are Claimed

The LiteLLM-linked exposure shows how a poisoned dependency can yield reusable developer access. Claims of persistence in AI coding-tool settings would make cleanup harder, but they remain uncorroborated. A compromised build of Aqua Security’s Trivy scanner was used in a supply-chain attack that harvested credentials from more than 2,500 organizations through LiteLLM.

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LaunchInfrastructure

AWS Publishes Two AgentCore Paths to Query Cross-Account Knowledge Bases

The useful constraint is not simply access across AWS accounts: generated answers require an assumed role, while many workloads may not need an agent at all. AWS has published two generally available AgentCore patterns for agents that need answers from a Bedrock Knowledge Base held in a separate AWS account. In AWS’s example flow, a user submits a natural-language question through an API or Streamlit interface.

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Open releaseInfrastructure

AWS Publishes a Phone-Ordering AI Pattern That Connects Restaurant Data to Claude

The sample shows how a voice agent can take an order from a phone call through backend tools, but restaurants must supply and operate the systems holding their own menus, carts, orders and locations. AWS has published a deployable reference architecture for a restaurant AI host that answers phone calls, handles menu questions, recommends pickup locations, manages a cart and confirms an order aloud.

3 min readRead story

August 2026

3 stories
LaunchInfrastructure

AWS Wants Data Agents to Write Pipelines, Then Stay Out of Production

The reference architecture uses models to draft data-engineering work, but makes human-reviewed code and policies—not live agent decisions—the default production layer. AWS ’s Agentic Data Operations Platform promises to reduce the manual work of bringing new data sources online. ADOP is an AWS reference architecture built on Amazon Bedrock and a coding tool chosen by the user.

2 min readRead story
Security riskInfrastructure

AI Agents Are Turning the Web Into an Infrastructure and Security Test

Autonomous systems are driving more model calls, more web activity and new shared-service risks—while the tools for proving who created online content remain incomplete. AI models are increasingly being built to accept a task, use tools and return with a result rather than sustain a conversation. The task replaces the prompt O’Reilly’s weekly AI roundup identifies a product shift toward autonomous work.

4 min readRead story