Sandboxes
for Agents
Stateful Execution Environments
for Agents
Today's infrastructure was built for running web applications. Agents are different, they run longer, call more tools, and need stateful environments to store context and memory. Tensorlake Sandboxes are stateful VMs with sub-second startup and restore, live migration across machines, and auto suspend-and-resume. Your agents keep working no matter what.
Every agent session runs in its own sandbox with a full filesystem. LLM-generated code can't touch your infrastructure or leak data to other sessions.
Spin up 100 sandboxes per second with no cold starts. Handles bursty agent workloads without queuing, throttling, or manual provisioning.
Sandboxes boot up instantly when applications running inside them are called
Each sandbox gets its own isolated filesystem. Agents can read, write, and execute files freely without any risk of cross-session contamination.
Snapshot file system and memory of sandboxes to be able to clone them across the cluster or resume them from the point they were suspended
Sandbox States
Do more with Code Sandboxes
Each sandbox runs in a Firecracker microVM. LLM-generated code can't touch your host.
Expose applications in sandboxes as stable HTTP endpoints.
Sandboxes boot up immediately when Application Endpoints are hit
Clone a running sandbox in real time to 100s of other instances
Take point in time snapshots to restore sandboxes to a specific point in time.
Run sandboxes in your VPC or in Tensoralke Cloud
What agents can build with sandboxes:
Agent pulls live data, writes and runs analysis code in a sandbox, returns structured insights.
Agent spawns a headless browser, navigates to sources, scrapes and summarizes, all sandboxed.
Agent writes transformation code, executes it against a dataset, returns clean output. No infra needed.
