Do not hardcode secrets on the canvas. Use Env. variables (Environments) and reference keys by name in tools and nodes.
Build Agent dialog fields

Build Agent form — graph version and tool pinning
Create a configured build
- Save the Agent Graph in Graph Studio.
- Click Build and wait for validation.
- Enter a Description.
- Confirm the AGENT GRAPH accordion shows the intended version.
- In TOOLS, select published versions — publish any tool still in draft.
- Click Create Build.
Export additional config (A2A and advanced builds)
When exposing over A2A or bundling integrations for external callers, use the export step in the Expose as External Agent wizard or the equivalent Build export toggle:- Enable Export value for agent version (Expose step 2) or the build export option.
- Use tabs Predefined, MCP, and Env — search Search tools and variables…
- For each exported row, provide a required description.
- Continue to Agent Card or Create Build.

Build export — pin tools, MCP, and env into the build snapshot
Environment-specific runtime
Builds read configuration at runtime based on the assigned environment:When to export into a build
- External A2A callers need tool credentials bundled with the Agent Card version.
- Registry Browse nodes require
config_idand satisfied tool/env on the registration build. - A trigger or channel deploy must carry MCP connections not already on the graph.

