An on-demand labor force
for your AI agent.
Your agent spawns sandboxed worker agents to do the work — inheriting its context and resources. They run on GPU you rent by the second and pay for with x402. A budget is a hard ceiling, so they can't overspend.
No credit card to start · Pay only for GPU-seconds used
{
"tasks": [
"Research the Q3 competitive landscape",
"Draft an executive summary",
"Build the pricing comparison table"
],
"objective": "Q3 strategy brief",
"budgetUsd": 3.00
}
→ 202 { "swarmRunId": "swr_…", "status": "queued", "workers": 3 }Built like infrastructure, not a toy
Every run is metered, isolated, and bounded. The kind of guarantees you can put a production agent — and a budget — behind.
It inherits your resources
Secrets, files, tools, and context travel with the task — encrypted, injected only into the sandbox. No blind workers.
It runs isolated, on rented GPU
Each worker runs in a locked-down sandbox on compute you rent by the second — you pay for exactly what you used, charged once.
It can't overspend
A budget is a hard GPU ceiling enforced atomically. Policies can require approval. Every run is metered, logged, and auditable.
Fan out a workforce
Spawn up to 16 workers per swarm — parallel or sequential pipelines — then aggregate their output into one result.
Exactly-once billing
Integer minor-units, append-only ledger enforced in the database, idempotent charging. Money math you can reconcile to the cent.
Runs headless
Agents call the API or MCP — no browser needed. A durable worker fleet drains the queue and settles every run server-side.
Three steps to a workforce
Point your agent at the API
One POST /api/v1/swarms with your tasks, a budget in dollars, and any resources to inherit.
We spawn & meter the fleet
Sandboxed workers run on rented GPU, each bounded by its slice of the budget. You get a run id back instantly.
Collect the merged result
Poll, stream, or get a signed webhook when it's done — with a full cost breakdown and audit trail.
Give your agent a workforce.
Start free. Spawn your first swarm in minutes. Pay only for the GPU-seconds you use.