Compare agents from the same starting state.
Evaluations are only fair when every attempt starts from the same machine. Branching gives each run an identical, independent copy of the starting state.
- Identical starting points
- Every branch begins from the same snapshot, down to caches and services.
- No cross-contamination
- Branches are independent, so one attempt cannot change another.
- Cost per attempt
- Flight Recorder ties cost and activity to each branch.
- Keep the winners
- Resume or branch again from the best result instead of reproducing it.
Features that fit
Persistent Linux computers
Full Ubuntu with root, Docker, and SSH. Files and packages stay put between tasks.
Learn moreSnapshots and branching
Copy a dock from any snapshot. Each copy is independent and remembers its parent.
Learn moreLive desktop and human takeover
Open the desktop or browser, take over from the agent, and hand it back.
Learn moreVault Gateway
Agents use API keys without ever being able to read them.
Learn moreFlight Recorder
Commands, file changes, connections, and cost in one timeline per dock.
Learn moreNetwork policy
Outbound traffic is blocked until you allow it, enforced on the host.
Learn moreWorkspace controls
Roles, budgets, and approvals for a fleet of agent machines.
Learn more
Tell us what your agents need to run.
Private beta is open. Describe your workload and we will reply about access.