https://community.esri.com/t5/arcgis-reality-for-arcgis-pro-ideas/context-aware-ai-arcade-python-debugger/idi-p/1674078 <P>I am proposing an "AI Debugger" integrated directly into the Expression Builders (Calculate Field, Pop-ups, Labeling). The AI should have read-only access to the layer's schema to provide context-aware fixes.</P><P>Use Case / Workflow:</P><UL><LI><P>Current Workflow: If an Arcade expression fails, I get a generic error code. I then have to search documentation or forums to realize I'm trying to concatenate a String with a Null value.</P></LI><LI><P>Proposed Workflow: Upon an error, the AI analyzes the code and the field types. It suggests: <I>"Your 'Total_Cost' field contains Nulls. Use the DefaultValue() function to treat them as 0 before adding."</I> It then provides a one-click "Apply Fix" button.</P></LI></UL> Thu, 18 Dec 2025 20:42:30 GMT VenkataKondepati 2025-12-18T20:42:30Z https://community.esri.com/t5/arcgis-reality-for-arcgis-pro-ideas/context-aware-ai-arcade-python-debugger/idi-p/1674078 <P>I am proposing an "AI Debugger" integrated directly into the Expression Builders (Calculate Field, Pop-ups, Labeling). The AI should have read-only access to the layer's schema to provide context-aware fixes.</P><P>Use Case / Workflow:</P><UL><LI><P>Current Workflow: If an Arcade expression fails, I get a generic error code. I then have to search documentation or forums to realize I'm trying to concatenate a String with a Null value.</P></LI><LI><P>Proposed Workflow: Upon an error, the AI analyzes the code and the field types. It suggests: <I>"Your 'Total_Cost' field contains Nulls. Use the DefaultValue() function to treat them as 0 before adding."</I> It then provides a one-click "Apply Fix" button.</P></LI></UL> Thu, 18 Dec 2025 20:42:30 GMT https://community.esri.com/t5/arcgis-reality-for-arcgis-pro-ideas/context-aware-ai-arcade-python-debugger/idi-p/1674078 VenkataKondepati 2025-12-18T20:42:30Z