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Everything Staff can do — the full feature catalog.
Crashes and deploys resume where they left off.
Workflow state is checkpointed continuously. Process restarts, deployments and infrastructure failures never lose progress — execution resumes from the exact step that was running.
Transient failures heal themselves.
Network blips, vendor rate limits and temporary outages retry with exponential backoff and configurable policies — without waking anyone up.
Every step of every run, inspectable.
Inputs, outputs, timings and failures for every step are recorded. Live workflows report progress that host applications surface directly to users.
Portals without APIs, automated durably.
Dedicated workers drive real browsers through logins, two-factor prompts and multi-step portal flows — with the same retry and resume guarantees as API workflows.