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Anthropic Adds ant apply to Manage Claude API Resources as CodeGPT-6 Astra Hits 99.9% on ARC-AGI-3, but Scores 62.7% in a Shar...Crusoe Signs Reported $13 Billion, Five-Year AI Cloud Deal With...Microsoft Releases MAI-Transcribe-2 at 10 Cents an HourxAI Opens Grok Bot to Enterprises With Controls for Autonomous...Figure Signs $3.5B Nscale Deal for Up to 100,000 GPUs for Human...Anthropic Adds ant apply to Manage Claude API Resources as CodeGPT-6 Astra Hits 99.9% on ARC-AGI-3, but Scores 62.7% in a Shar...Crusoe Signs Reported $13 Billion, Five-Year AI Cloud Deal With...Microsoft Releases MAI-Transcribe-2 at 10 Cents an HourxAI Opens Grok Bot to Enterprises With Controls for Autonomous...Figure Signs $3.5B Nscale Deal for Up to 100,000 GPUs for Human...

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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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August 2026

2 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.

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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.

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