Execution layer

Discover → verify → run → deploy

Sandboxes from graph nodes, interactive runtime compare, and export-first deploy configs. Wire webhooks on the developer page for live graph events.

Compare at runtime

Same prompt, dual probes — uses a registered deploy endpoint, local vLLM, or Modal/E2B cloud maps. Side-by-side TTFT and throughput.

Cloud sandbox

E2B (secure create + connect), Modal, or local vLLM from a model/repo node. After launch, open the dashboard terminal or run commands from the attach panel.

One-click deploy

Export Compose/vLLM, dry-run a plan, register an endpoint, or queue a Modal/RunPod launch on the Redis job queue.