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Haiyuan Cao 8b9b8badce Enhance BigQuery Agent Analytics with reliability fixes (#1817)
* Enhance BigQuery Agent Analytics with reliability fixes

Added reliability and observability fixes for BigQuery Agent Analytics, including cross-region storage write routing, dropped-event tracking, and improved span management in Cloud Trace.

* Fix markdown formatting in BQAA doc

Resolve the code-fence/content-tab indentation issues flagged in review:

- Full example: restore the === "Python" content tab and indent the whole
  Python code block uniformly to 8 spaces so it is a proper sibling of the
  === "Java" tab (previously the block was half-de-indented with an orphaned
  opening fence next to a lone Java tab).
- Public methods: move the Python list inside the === "Python" tab (it had
  been pasted at column 0, outside the tab) and remove the duplicated list
  that ended up wrongly nested under the "Async context manager" bullet.

* Revise BigQuery Agent Analytics documentation

Updated version requirements and added details about ADK 2.0 multi-agent workflow features and event types. Enhanced descriptions for internal span tracking and storage behavior.
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