Unverified50% confidenceFactExact time
Managed Devins allow an orchestrator session to decompose large tasks and assign them to managed sessions each running in independently isolated VMs, which differs from the sub-agent approach common in tools like Claude.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/7/2026
First Seen
Valid until: 1/5/2027
Sources
Related Entities
Related Claims
UnverifiedVirtual machines provide an isolation layer, where each Agent session can run in an independent VM instance, confining the impact of dangerous operations within the boundaries of the virtual machine.62% similarUnverifiedOn Kubernetes, agents with different responsibilities can each be encapsulated as independent microservices, coordinating communication through service discovery and messaging mechanisms, and independently scaling based on their respective loads.61% similarUnverifiedAgent执行沙箱主流实现分为进程级隔离（seccomp、namespace）、容器级隔离（Docker、gVisor）、虚拟机级隔离（Firecracker、Kata Containers）三个层次61% similarUnverifiedSystem、user、assistant三个角色分别承担不同职责，共同构成多轮对话的上下文结构60% similar
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