vtlim commented on code in PR #18179:
URL: https://github.com/apache/druid/pull/18179#discussion_r2208293704


##########
docs/querying/query-context-reference.md:
##########
@@ -23,20 +23,26 @@ sidebar_label: "Query context"
   ~ under the License.
   -->
 
-The query context is used for various query configuration parameters. Query 
context parameters can be specified in
-the following ways:
+The query context provides runtime configuration for individual queries in 
Apache Druid. Each parameter in the query context controls a specific aspect of 
query behavior—from execution timeouts and resource limits to caching policies 
and processing strategies.
 
-- For [Druid SQL](../api-reference/sql-api.md), context parameters are 
provided either in a JSON object named `context` to the
-HTTP POST API, or as properties to the JDBC connection.
-- For [native queries](querying.md), context parameters are provided in a JSON 
object named `context`.
+Query context overrides both the default value and the runtime properties 
value in the format of

Review Comment:
   This should also be removed in favor of the new section of the guide



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