Preparing the page
Public context is loading before any interactive tool code.
Preparing the page
Public context is loading before any interactive tool code.
Previews an agent workflow designer that maps goals, tools, state transitions and human approval gates without executing actions.

Run the deterministic preview to inspect the future result shape and review gates.
The interface shows the planned source and a fictional result shape; it does not perform the transformation.
Design a read-only agent that checks a public event page weekly and drafts a change summary for review.
A proposed state diagram with fetch, compare and draft steps, a domain allowlist and an approval gate before notification.
Each stage has a distinct responsibility and an explicit review point.
Validate the source type and published limit.
Render the deterministic result contract without sending source content to a provider.
Compare the result with the source and stated limitations.
Copy or export only after the result has been checked.
These are product boundaries, not fine print.
Grant least privilege, require approval for side effects and test failure paths before enabling execution.