I3eka opened a new pull request, #45726:
URL: https://github.com/apache/superset/pull/45726

   ### Summary
   
   **ON HOLD — pending SIP-224** (#42806) and the parent Native AI proposal 
#42805. Draft follow-up to opt-in authoring #43133.
   
   MCP chart generation can succeed while a requested preview fails. The Native 
AI adapter currently returns only a small set of identifiers and warnings, 
discarding `previews`, `preview_errors`, form data, semantics, and 
capabilities. The agent cannot inspect the partial failure and may describe a 
preview that was not produced.
   
   Preserve the structured MCP response while retaining the existing chart ID 
and inline-embed fields. Existing tool output bounds remain in force; 
chart-generation failures still raise the existing sanitized tool error.
   
   ### Validation
   
   - 14 authoring adapter tests pass, including a successful chart with one 
rendered preview and one failed preview.
   - Pre-commit passes for all branch-changed files.
   - Includes current master and prerequisite authoring compatibility merges; 
no deployment performed.
   


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