diff --git a/source/atlas-search.txt b/source/atlas-search.txt
index b7d263c2e..5b0a2f63d 100644
--- a/source/atlas-search.txt
+++ b/source/atlas-search.txt
@@ -118,8 +118,9 @@ aggregation stage:
    :language: java
    :dedent:
 
-Learn more about this helper from the
-`searchMeta() API documentation <{+api+}/apidocs/mongodb-driver-core/com/mongodb/client/model/Aggregates.html#searchMeta(com.mongodb.client.model.search.SearchCollector)>`__.
+To learn more about this helper method, see the
+`searchMeta() <{+core-api+}/client/model/Aggregates.html#searchMeta(com.mongodb.client.model.search.SearchCollector)>`__
+API documentation.
 
 .. _java-atlas-search-helpers:
 
diff --git a/source/includes/mongodb-compatibility-table-java.rst b/source/includes/mongodb-compatibility-table-java.rst
index 503ce6cc7..876fc49b5 100644
--- a/source/includes/mongodb-compatibility-table-java.rst
+++ b/source/includes/mongodb-compatibility-table-java.rst
@@ -4,6 +4,7 @@
    :class: compatibility-large
 
    * - Java Driver Version
+     - MongoDB 8.1
      - MongoDB 8.0
      - MongoDB 7.0
      - MongoDB 6.1
@@ -23,9 +24,11 @@
      - ✓
      - ✓
      - ✓
+     - ✓
      -
 
    * - 4.10 to 5.1
+     - ⊛
      - ⊛
      - ✓
      - ✓
@@ -37,6 +40,7 @@
      - ✓
 
    * - 4.8 to 4.9
+     - ⊛
      - ⊛
      - ⊛
      - ✓
@@ -51,6 +55,7 @@
      - ⊛
      - ⊛
      - ⊛
+     - ⊛
      - ✓
      - ✓
      - ✓
@@ -63,6 +68,7 @@
      - ⊛
      - ⊛
      - ⊛
+     - ⊛
      - ✓
      - ✓
      - ✓
@@ -75,12 +81,26 @@
      - ⊛
      - ⊛
      - ⊛
+     - ⊛
+     - ✓
+     - ✓
+     - ✓
      - ✓
+
+   * - 4.0
+     - ⊛
+     - ⊛
+     - ⊛
+     - ⊛
+     - ⊛
+     - ⊛
+     - ⊛
      - ✓
      - ✓
      - ✓
 
-   * - 3.11 to 4.0
+   * - 3.11 to 3.12
+     - ✗ [#v3-note]_
      - ⊛
      - ⊛
      - ⊛
@@ -92,6 +112,7 @@
      - ✓
 
    * - 3.8 to 3.10
+     - ✗ [#v3-note]_
      - ⊛
      - ⊛
      - ⊛
@@ -101,3 +122,5 @@
      - ⊛
      - ✓
      - ✓
+
+.. [#v3-note] These driver versions are not compatible with MongoDB 8.1 or later because of an authentication issue. To learn more, see :ref:`java-server-8.1-incompatibility`.