Plan data before binding it.
Name the source, record shape, runtime call, binding targets, failure state, and secret boundary. Test calls before binding page content. Keep secrets behind references and never expose them to public pages or agents.
Name the source, record shape, runtime call, binding targets, failure state, and secret boundary.
Test calls before binding page content.
Keep secrets behind references and never expose them to public pages or agents.
Agent instruction shape
Ask the agent to name the guides it read, the Lucra layer responsibilities it used, and the verification it ran.
Keep the output reviewable. The current guide path improves local work; authenticated Studio writes belong to the Agent API roadmap.