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AI & Enterprise

Google launches GKE Agent Sandbox, unveils Agent Substrate project

Google formally launched GKE Agent Sandbox in May and also unveiled the Agent Substrate project. Silicon Valley technology analyst Janakiram MSV interpreted the move as effectively acknowledging that Kubernetes is not a suitable control layer for AI agents. Agent Sandbox provides a secure environment to run untrusted code. Agent Substrate adds a separate scheduling layer that bypasses the Kubernetes API server and operates alongside clusters with a small dedicated control system.

AI & Enterprise

AWS launches cloud virtual desktop dedicated to AI agents

Amazon Web Services has formally launched a cloud virtual desktop service dedicated to AI agents, Amazon WorkSpaces for Agents, The New Stack reported on June 30. After a public preview, AWS made the service available to general users. The service lets agents operate companies’ legacy desktop applications without separate integration development or system replacement. Agents connect via the Model Context Protocol, with access managed through AWS IAM and audit logs handled by AWS CloudTrail and Amazon CloudWatch.

AI & Enterprise

AI price war begins as costs become a key factor for OpenAI and Anthropic

As AI costs rise for large companies and startups alike, price is emerging as a major variable in the AI market alongside performance. Demand for cheaper models is increasing, putting pressure on leading firms such as OpenAI and Anthropic, which are seeking IPOs as early as this year, to cut prices. Companies are shifting workloads to lower-cost or open-source models, while interest grows in tools that let firms switch between external models, in-house systems and open source depending on needs.