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Katelyn Lesse, who leads the Anthropic platform, argues that however powerful the models become, whether multi-agent systems can produce trustworthy results still depends on engineers getting infrastructure, identity and authorization, security isolation, observability and emergency stop right—and most of these problems remain unsolved. She points out that agents are isolated, stateful, single-instance workloads, unlike the stateless replicas that Kubernetes excels at, and names new runtimes such as Google's Agent Substrate. She also warns that a compromised agent can pass injected instructions to its peers, making the blast radius system-wide, so actions should take place inside strongly isolated sandboxes.
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Oct 28
Shao Meng
Anthropic Platform Lead: Multi-Agent Deployment Stuck on Infrastructure, Identity, Isolation, and Kill Switches
Anthropic platform lead Katelyn Lesse believes that no matter how powerful the models become, multi-agent systems producing trustworthy results still depends on engineers getting infrastructure, identity and authorization, security isolation, observability, and kill switches right—and most of these problems remain unsolved. She points out that agents are isolated, stateful, single-instance workloads, unlike the stateless replicas Kubernetes excels at, and names new runtimes such as Google's Agent Substrate. She also warns that a compromised agent can pass injected instructions to its peers, with a system-level blast radius, so actions should run inside strongly isolated sandboxes.