TClone: Low-Latency Forking of Live GUI Environments for Computer-Use Agents
Computer-use agents increasingly operate inside live personal workspaces, where their actions can modify files, applications, GUI state, credentials, and authenticated sessions. This creates a tension between safety and quality: agents need isolation and rollback to avoid damaging user state, but also need fast branching to support speculative execution and parallel search. Existing VMs, containers, and checkpoint/restore systems can isolate or recover workloads, but they do not provide low-latency versioning of a full interactive workspace. We present TClone, a forkable personal workspace system for computer-use agents. TClone enables a live GUI workspace to be snapshotted, forked into i...
| Authors | Yutong Huang, Vikranth Srivatsa, Alex Asch et al. |
|---|---|
| Primary category | cs.OS |
| Published | 17 May 2026 |
| Last updated at source | 17 May 2026 |
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