diff --git a/documentation.md b/documentation.md
index 57229ec..a0b0d71 100644
--- a/documentation.md
+++ b/documentation.md
@@ -13,6 +13,7 @@
 
 <ul>
   <li><a href="{{site.baseurl}}/docs/4.0.0/">Spark 4.0.0</a></li>
+  <li><a href="{{site.baseurl}}/docs/3.5.6/">Spark 3.5.6</a></li>
   <li><a href="{{site.baseurl}}/docs/3.5.5/">Spark 3.5.5</a></li>
   <li><a href="{{site.baseurl}}/docs/3.5.4/">Spark 3.5.4</a></li>
   <li><a href="{{site.baseurl}}/docs/3.5.3/">Spark 3.5.3</a></li>
diff --git a/js/downloads.js b/js/downloads.js
index 7864154..87bc8e7 100644
--- a/js/downloads.js
+++ b/js/downloads.js
@@ -24,7 +24,7 @@
 var packagesV15 = [hadoop34p, hadoop34pSparkConnect, hadoopFree, sources];
 
 addRelease("4.0.0", new Date("05/23/2025"), packagesV15, true);
-addRelease("3.5.5", new Date("02/27/2025"), packagesV14, true);
+addRelease("3.5.6", new Date("05/29/2025"), packagesV14, true);
 addRelease("3.4.4", new Date("10/27/2024"), packagesV14, true);
 
 function append(el, contents) {
diff --git a/news/_posts/2025-05-29-spark-3-5-6-released.md b/news/_posts/2025-05-29-spark-3-5-6-released.md
new file mode 100644
index 0000000..103dd15
--- /dev/null
+++ b/news/_posts/2025-05-29-spark-3-5-6-released.md
@@ -0,0 +1,15 @@
+---
+layout: post
+title: Spark 3.5.6 released
+categories:
+- News
+tags: []
+status: publish
+type: post
+published: true
+meta:
+  _edit_last: '4'
+  _wpas_done_all: '1'
+---
+We are happy to announce the availability of <a href="{{site.baseurl}}/releases/spark-release-3-5-6.html" title="Spark Release 3.5.6">Spark 3.5.6</a>! Visit the <a href="{{site.baseurl}}/releases/spark-release-3-5-6.html" title="Spark Release 3.5.6">release notes</a> to read about the new features, or <a href="{{site.baseurl}}/downloads.html">download</a> the release today.
+
diff --git a/releases/_posts/2025-02-27-spark-release-3-5-6.md b/releases/_posts/2025-02-27-spark-release-3-5-6.md
new file mode 100644
index 0000000..030d843
--- /dev/null
+++ b/releases/_posts/2025-02-27-spark-release-3-5-6.md
@@ -0,0 +1,41 @@
+---
+layout: post
+title: Spark Release 3.5.6
+categories: []
+tags: []
+status: publish
+type: post
+published: true
+meta:
+  _edit_last: '4'
+  _wpas_done_all: '1'
+---
+
+Spark 3.5.6 is the sixth maintenance release containing security and correctness fixes. This release is based on the branch-3.5 maintenance branch of Spark. We strongly recommend all 3.5 users to upgrade to this stable release.
+
+### Notable changes
+
+- [[SPARK-51272]](https://issues.apache.org/jira/browse/SPARK-51272): Race condition in DagScheduler can result in failure of retrying all partitions for non deterministic partitioning key
+- [[SPARK-51821]](https://issues.apache.org/jira/browse/SPARK-51821): Possible deadlock in UninterruptibleThread
+- [[SPARK-51936]](https://issues.apache.org/jira/browse/SPARK-51936): ReplaceTableAsSelect should overwrite the new table instead of append
+- [[SPARK-51638]](https://issues.apache.org/jira/browse/SPARK-51638): Fetching the remote disk stored RDD blocks via the external shuffle service is not working
+- [[SPARK-51537]](https://issues.apache.org/jira/browse/SPARK-51537): Failed to run third-party Spark ML library on Spark Connect
+- [[SPARK-49507]](https://issues.apache.org/jira/browse/SPARK-49507): Fix Expected only partition pruning predicates exception
+- [[SPARK-45994]](https://issues.apache.org/jira/browse/SPARK-45994): Change description-file to description_file
+- [[SPARK-50416]](https://issues.apache.org/jira/browse/SPARK-50416): load-spark-env.sh test for terminal or pipe broken / non-portable
+- [[SPARK-51281]](https://issues.apache.org/jira/browse/SPARK-51281): DataFrameWriterV2 should respect the path option
+- [[SPARK-51450]](https://issues.apache.org/jira/browse/SPARK-51450): BarrierCoordinator thread not exiting in Spark standalone mode
+- [[SPARK-43221]](https://issues.apache.org/jira/browse/SPARK-43221): Host local block fetching should use a block status of a block stored on disk
+- [[SPARK-48922]](https://issues.apache.org/jira/browse/SPARK-48922): Optimize complex type insertion performance
+- [[SPARK-51307]](https://issues.apache.org/jira/browse/SPARK-51307): locationUri in CatalogStorageFormat shall be decoded
+- [[SPARK-51344]](https://issues.apache.org/jira/browse/SPARK-51344): Fix `ENV` key value format in `*.template`
+
+### Dependency changes
+
+While being a maintenance release we did still upgrade some dependencies in this release they are:
+- [[SPARK-52025]](https://issues.apache.org/jira/browse/SPARK-52025): Upgrade ORC to 1.9.6
+
+You can consult JIRA for the [detailed changes](https://s.apache.org/spark-3.5.6).
+
+We would like to acknowledge all community members for contributing patches to this release.
+
diff --git a/site/404.html b/site/404.html
index df32136..a4fc55a 100644
--- a/site/404.html
+++ b/site/404.html
@@ -178,6 +178,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -187,9 +190,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/committers.html b/site/committers.html
index c8ea61a..db45991 100644
--- a/site/committers.html
+++ b/site/committers.html
@@ -717,6 +717,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -726,9 +729,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/community.html b/site/community.html
index 4259122..0c9c1d7 100644
--- a/site/community.html
+++ b/site/community.html
@@ -374,6 +374,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -383,9 +386,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/contributing.html b/site/contributing.html
index 54294de..2ceb4c3 100644
--- a/site/contributing.html
+++ b/site/contributing.html
@@ -721,6 +721,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -730,9 +733,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/developer-tools.html b/site/developer-tools.html
index 91f0ca2..8f43d4f 100644
--- a/site/developer-tools.html
+++ b/site/developer-tools.html
@@ -707,6 +707,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -716,9 +719,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/documentation.html b/site/documentation.html
index 3f87a75..890ced0 100644
--- a/site/documentation.html
+++ b/site/documentation.html
@@ -158,6 +158,7 @@
 
 <ul>
   <li><a href="/docs/4.0.0/">Spark 4.0.0</a></li>
+  <li><a href="/docs/3.5.6/">Spark 3.5.6</a></li>
   <li><a href="/docs/3.5.5/">Spark 3.5.5</a></li>
   <li><a href="/docs/3.5.4/">Spark 3.5.4</a></li>
   <li><a href="/docs/3.5.3/">Spark 3.5.3</a></li>
@@ -383,6 +384,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -392,9 +396,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/downloads.html b/site/downloads.html
index ed322cb..c776265 100644
--- a/site/downloads.html
+++ b/site/downloads.html
@@ -218,6 +218,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -227,9 +230,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/error-message-guidelines.html b/site/error-message-guidelines.html
index e73fa56..b2a9a4a 100644
--- a/site/error-message-guidelines.html
+++ b/site/error-message-guidelines.html
@@ -555,6 +555,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -564,9 +567,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/examples.html b/site/examples.html
index 1a5c83d..4cbfa86 100644
--- a/site/examples.html
+++ b/site/examples.html
@@ -503,6 +503,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -512,9 +515,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/faq.html b/site/faq.html
index 8882189..01f5f27 100644
--- a/site/faq.html
+++ b/site/faq.html
@@ -225,6 +225,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -234,9 +237,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/graphx/index.html b/site/graphx/index.html
index 2b9b5fc..a25ce9b 100644
--- a/site/graphx/index.html
+++ b/site/graphx/index.html
@@ -270,6 +270,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -279,9 +282,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/history.html b/site/history.html
index 4a530d9..bebdfa0 100644
--- a/site/history.html
+++ b/site/history.html
@@ -179,6 +179,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -188,9 +191,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/improvement-proposals.html b/site/improvement-proposals.html
index 24f3666..a3ec369 100644
--- a/site/improvement-proposals.html
+++ b/site/improvement-proposals.html
@@ -251,6 +251,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -260,9 +263,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/js/downloads.js b/site/js/downloads.js
index 7864154..87bc8e7 100644
--- a/site/js/downloads.js
+++ b/site/js/downloads.js
@@ -24,7 +24,7 @@
 var packagesV15 = [hadoop34p, hadoop34pSparkConnect, hadoopFree, sources];
 
 addRelease("4.0.0", new Date("05/23/2025"), packagesV15, true);
-addRelease("3.5.5", new Date("02/27/2025"), packagesV14, true);
+addRelease("3.5.6", new Date("05/29/2025"), packagesV14, true);
 addRelease("3.4.4", new Date("10/27/2024"), packagesV14, true);
 
 function append(el, contents) {
diff --git a/site/mailing-lists.html b/site/mailing-lists.html
index 5e1402d..3dd8b69 100644
--- a/site/mailing-lists.html
+++ b/site/mailing-lists.html
@@ -163,6 +163,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -172,9 +175,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/mllib/index.html b/site/mllib/index.html
index fa33cb6..82db6a9 100644
--- a/site/mllib/index.html
+++ b/site/mllib/index.html
@@ -316,6 +316,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -325,9 +328,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/3-1-3-released.html b/site/news/3-1-3-released.html
index eb7b212..fddee1c 100644
--- a/site/news/3-1-3-released.html
+++ b/site/news/3-1-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/amp-camp-2013-registration-ope.html b/site/news/amp-camp-2013-registration-ope.html
index dcc9e72..b764521 100644
--- a/site/news/amp-camp-2013-registration-ope.html
+++ b/site/news/amp-camp-2013-registration-ope.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/announcing-the-first-spark-summit.html b/site/news/announcing-the-first-spark-summit.html
index 9864e47..a416bd0 100644
--- a/site/news/announcing-the-first-spark-summit.html
+++ b/site/news/announcing-the-first-spark-summit.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/fourth-spark-screencast-published.html b/site/news/fourth-spark-screencast-published.html
index 71f60b0..24054d5 100644
--- a/site/news/fourth-spark-screencast-published.html
+++ b/site/news/fourth-spark-screencast-published.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/index.html b/site/news/index.html
index 50229ed..d2cd6dd 100644
--- a/site/news/index.html
+++ b/site/news/index.html
@@ -156,6 +156,15 @@
 
 <article class="hentry">
     <header class="entry-header">
+      <h3 class="entry-title"><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a></h3>
+      <div class="entry-date">May 29, 2025</div>
+    </header>
+    <div class="entry-content"><p>We are happy to announce the availability of <a href="/releases/spark-release-3-5-6.html" title="Spark Release 3.5.6">Spark 3.5.6</a>! Visit the <a href="/releases/spark-release-3-5-6.html" title="Spark Release 3.5.6">release notes</a> to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
+</div>
+  </article>
+
+<article class="hentry">
+    <header class="entry-header">
       <h3 class="entry-title"><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a></h3>
       <div class="entry-date">May 23, 2025</div>
     </header>
@@ -1457,6 +1466,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -1466,9 +1478,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/new-repository-service.html b/site/news/new-repository-service.html
index 8c1b10d..368d8fd 100644
--- a/site/news/new-repository-service.html
+++ b/site/news/new-repository-service.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/next-official-release-spark-3.1.1.html b/site/news/next-official-release-spark-3.1.1.html
index 4c428a5..b4ae45c 100644
--- a/site/news/next-official-release-spark-3.1.1.html
+++ b/site/news/next-official-release-spark-3.1.1.html
@@ -181,6 +181,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -190,9 +193,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/nsdi-paper.html b/site/news/nsdi-paper.html
index 971ed7e..f4ca71e 100644
--- a/site/news/nsdi-paper.html
+++ b/site/news/nsdi-paper.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/one-month-to-spark-summit-2015.html b/site/news/one-month-to-spark-summit-2015.html
index 0ee964c..5795e15 100644
--- a/site/news/one-month-to-spark-summit-2015.html
+++ b/site/news/one-month-to-spark-summit-2015.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/plan-for-dropping-python-2-support.html b/site/news/plan-for-dropping-python-2-support.html
index 894fbf0..c598785 100644
--- a/site/news/plan-for-dropping-python-2-support.html
+++ b/site/news/plan-for-dropping-python-2-support.html
@@ -185,6 +185,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -194,9 +197,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/proposals-open-for-spark-summit-east.html b/site/news/proposals-open-for-spark-summit-east.html
index 4ce8461..d5ec9e4 100644
--- a/site/news/proposals-open-for-spark-summit-east.html
+++ b/site/news/proposals-open-for-spark-summit-east.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/registration-open-for-spark-summit-east.html b/site/news/registration-open-for-spark-summit-east.html
index 5b954fb..d35a426 100644
--- a/site/news/registration-open-for-spark-summit-east.html
+++ b/site/news/registration-open-for-spark-summit-east.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/run-spark-and-shark-on-amazon-emr.html b/site/news/run-spark-and-shark-on-amazon-emr.html
index 10bef2a..9d57750 100644
--- a/site/news/run-spark-and-shark-on-amazon-emr.html
+++ b/site/news/run-spark-and-shark-on-amazon-emr.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/sigmod-system-award.html b/site/news/sigmod-system-award.html
index 6897d76..267030a 100644
--- a/site/news/sigmod-system-award.html
+++ b/site/news/sigmod-system-award.html
@@ -180,6 +180,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -189,9 +192,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-6-1-and-0-5-2-released.html b/site/news/spark-0-6-1-and-0-5-2-released.html
index 947f0c7..aa380f5 100644
--- a/site/news/spark-0-6-1-and-0-5-2-released.html
+++ b/site/news/spark-0-6-1-and-0-5-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-6-2-released.html b/site/news/spark-0-6-2-released.html
index 5685939..351d81c 100644
--- a/site/news/spark-0-6-2-released.html
+++ b/site/news/spark-0-6-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-7-0-released.html b/site/news/spark-0-7-0-released.html
index be12f78..0399037 100644
--- a/site/news/spark-0-7-0-released.html
+++ b/site/news/spark-0-7-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-7-2-released.html b/site/news/spark-0-7-2-released.html
index 5ee2a69..0f885cb 100644
--- a/site/news/spark-0-7-2-released.html
+++ b/site/news/spark-0-7-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-7-3-released.html b/site/news/spark-0-7-3-released.html
index c8d8fd7..8c3b75f 100644
--- a/site/news/spark-0-7-3-released.html
+++ b/site/news/spark-0-7-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-8-0-released.html b/site/news/spark-0-8-0-released.html
index bc4b2f0..327e064 100644
--- a/site/news/spark-0-8-0-released.html
+++ b/site/news/spark-0-8-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-8-1-released.html b/site/news/spark-0-8-1-released.html
index ba50069..9b27c89 100644
--- a/site/news/spark-0-8-1-released.html
+++ b/site/news/spark-0-8-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-9-0-released.html b/site/news/spark-0-9-0-released.html
index 71f1bb1..85a8790 100644
--- a/site/news/spark-0-9-0-released.html
+++ b/site/news/spark-0-9-0-released.html
@@ -176,6 +176,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -185,9 +188,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-9-1-released.html b/site/news/spark-0-9-1-released.html
index b3b25fe..8bb604e 100644
--- a/site/news/spark-0-9-1-released.html
+++ b/site/news/spark-0-9-1-released.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-0-9-2-released.html b/site/news/spark-0-9-2-released.html
index d2114de..75cb9d0 100644
--- a/site/news/spark-0-9-2-released.html
+++ b/site/news/spark-0-9-2-released.html
@@ -174,6 +174,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -183,9 +186,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-0-0-released.html b/site/news/spark-1-0-0-released.html
index c9949bc..1e6eaf5 100644
--- a/site/news/spark-1-0-0-released.html
+++ b/site/news/spark-1-0-0-released.html
@@ -172,6 +172,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -181,9 +184,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-0-1-released.html b/site/news/spark-1-0-1-released.html
index 0e49ff7..180aa03 100644
--- a/site/news/spark-1-0-1-released.html
+++ b/site/news/spark-1-0-1-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-0-2-released.html b/site/news/spark-1-0-2-released.html
index a2e89c4..079873d 100644
--- a/site/news/spark-1-0-2-released.html
+++ b/site/news/spark-1-0-2-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-1-0-released.html b/site/news/spark-1-1-0-released.html
index 39e4946..d1176c9 100644
--- a/site/news/spark-1-1-0-released.html
+++ b/site/news/spark-1-1-0-released.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-1-1-released.html b/site/news/spark-1-1-1-released.html
index 71ac950..d15e23b 100644
--- a/site/news/spark-1-1-1-released.html
+++ b/site/news/spark-1-1-1-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-2-0-released.html b/site/news/spark-1-2-0-released.html
index cd3ef8b..950d347 100644
--- a/site/news/spark-1-2-0-released.html
+++ b/site/news/spark-1-2-0-released.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-2-1-released.html b/site/news/spark-1-2-1-released.html
index 392fe1f..9921c55 100644
--- a/site/news/spark-1-2-1-released.html
+++ b/site/news/spark-1-2-1-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-2-2-released.html b/site/news/spark-1-2-2-released.html
index 4bfe5d5..0fc2908 100644
--- a/site/news/spark-1-2-2-released.html
+++ b/site/news/spark-1-2-2-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-3-0-released.html b/site/news/spark-1-3-0-released.html
index 4f43c58..e38beb9 100644
--- a/site/news/spark-1-3-0-released.html
+++ b/site/news/spark-1-3-0-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-4-0-released.html b/site/news/spark-1-4-0-released.html
index 951c2a4..c7e1b5e 100644
--- a/site/news/spark-1-4-0-released.html
+++ b/site/news/spark-1-4-0-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-4-1-released.html b/site/news/spark-1-4-1-released.html
index 9fd6d43..b370970 100644
--- a/site/news/spark-1-4-1-released.html
+++ b/site/news/spark-1-4-1-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-5-0-released.html b/site/news/spark-1-5-0-released.html
index 198ab68..3577238 100644
--- a/site/news/spark-1-5-0-released.html
+++ b/site/news/spark-1-5-0-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-5-1-released.html b/site/news/spark-1-5-1-released.html
index 9122de1..96fd5a5 100644
--- a/site/news/spark-1-5-1-released.html
+++ b/site/news/spark-1-5-1-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-5-2-released.html b/site/news/spark-1-5-2-released.html
index 1c1748f..8afeddf 100644
--- a/site/news/spark-1-5-2-released.html
+++ b/site/news/spark-1-5-2-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-6-0-released.html b/site/news/spark-1-6-0-released.html
index 49823d0..d56f337 100644
--- a/site/news/spark-1-6-0-released.html
+++ b/site/news/spark-1-6-0-released.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-6-1-released.html b/site/news/spark-1-6-1-released.html
index a88cb37..dd9ac8d 100644
--- a/site/news/spark-1-6-1-released.html
+++ b/site/news/spark-1-6-1-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-6-2-released.html b/site/news/spark-1-6-2-released.html
index 7318e9a..ef9968b 100644
--- a/site/news/spark-1-6-2-released.html
+++ b/site/news/spark-1-6-2-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-1-6-3-released.html b/site/news/spark-1-6-3-released.html
index 268f1fa..ba56685 100644
--- a/site/news/spark-1-6-3-released.html
+++ b/site/news/spark-1-6-3-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-0-0-released.html b/site/news/spark-2-0-0-released.html
index 0d46f4c..1859255 100644
--- a/site/news/spark-2-0-0-released.html
+++ b/site/news/spark-2-0-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-0-1-released.html b/site/news/spark-2-0-1-released.html
index 32c9837..8ade03b 100644
--- a/site/news/spark-2-0-1-released.html
+++ b/site/news/spark-2-0-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-0-2-released.html b/site/news/spark-2-0-2-released.html
index 5b2b978..d93a1fa 100644
--- a/site/news/spark-2-0-2-released.html
+++ b/site/news/spark-2-0-2-released.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-1-0-released.html b/site/news/spark-2-1-0-released.html
index bd30231..676a1b0 100644
--- a/site/news/spark-2-1-0-released.html
+++ b/site/news/spark-2-1-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-1-1-released.html b/site/news/spark-2-1-1-released.html
index 1035d76..3017508 100644
--- a/site/news/spark-2-1-1-released.html
+++ b/site/news/spark-2-1-1-released.html
@@ -170,6 +170,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -179,9 +182,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-1-2-released.html b/site/news/spark-2-1-2-released.html
index 3c4f25f..300dfa2 100644
--- a/site/news/spark-2-1-2-released.html
+++ b/site/news/spark-2-1-2-released.html
@@ -170,6 +170,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -179,9 +182,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-1-3-released.html b/site/news/spark-2-1-3-released.html
index dcb9c2d..6fbff61 100644
--- a/site/news/spark-2-1-3-released.html
+++ b/site/news/spark-2-1-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-2-0-released.html b/site/news/spark-2-2-0-released.html
index 02d0edb..20f10c8 100644
--- a/site/news/spark-2-2-0-released.html
+++ b/site/news/spark-2-2-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-2-1-released.html b/site/news/spark-2-2-1-released.html
index 71b9391..58c5e2f 100644
--- a/site/news/spark-2-2-1-released.html
+++ b/site/news/spark-2-2-1-released.html
@@ -170,6 +170,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -179,9 +182,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-2-2-released.html b/site/news/spark-2-2-2-released.html
index d4e9df8..72b438f 100644
--- a/site/news/spark-2-2-2-released.html
+++ b/site/news/spark-2-2-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-3-0-released.html b/site/news/spark-2-3-0-released.html
index b6d2429..2d78ef2 100644
--- a/site/news/spark-2-3-0-released.html
+++ b/site/news/spark-2-3-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-3-1-released.html b/site/news/spark-2-3-1-released.html
index 382deb1..c8ba599 100644
--- a/site/news/spark-2-3-1-released.html
+++ b/site/news/spark-2-3-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-3-2-released.html b/site/news/spark-2-3-2-released.html
index bb85abd..f520f2d 100644
--- a/site/news/spark-2-3-2-released.html
+++ b/site/news/spark-2-3-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-3-3-released.html b/site/news/spark-2-3-3-released.html
index 6de4d75..62fec25 100644
--- a/site/news/spark-2-3-3-released.html
+++ b/site/news/spark-2-3-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-3-4-released.html b/site/news/spark-2-3-4-released.html
index 939837b..7f4f680 100644
--- a/site/news/spark-2-3-4-released.html
+++ b/site/news/spark-2-3-4-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-0-released.html b/site/news/spark-2-4-0-released.html
index ddff1a3f..33b1b50 100644
--- a/site/news/spark-2-4-0-released.html
+++ b/site/news/spark-2-4-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-1-released.html b/site/news/spark-2-4-1-released.html
index 9c385e3..72742c3 100644
--- a/site/news/spark-2-4-1-released.html
+++ b/site/news/spark-2-4-1-released.html
@@ -170,6 +170,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -179,9 +182,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-2-released.html b/site/news/spark-2-4-2-released.html
index 947510b..c15ce8b 100644
--- a/site/news/spark-2-4-2-released.html
+++ b/site/news/spark-2-4-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-3-released.html b/site/news/spark-2-4-3-released.html
index 98654ef..cafb684 100644
--- a/site/news/spark-2-4-3-released.html
+++ b/site/news/spark-2-4-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-4-released.html b/site/news/spark-2-4-4-released.html
index e11ed71..ba2a8c3 100644
--- a/site/news/spark-2-4-4-released.html
+++ b/site/news/spark-2-4-4-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-5-released.html b/site/news/spark-2-4-5-released.html
index eaa7592..924dd8d 100644
--- a/site/news/spark-2-4-5-released.html
+++ b/site/news/spark-2-4-5-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-6.html b/site/news/spark-2-4-6.html
index 10ea4a0..b4edc2d 100644
--- a/site/news/spark-2-4-6.html
+++ b/site/news/spark-2-4-6.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-7-released.html b/site/news/spark-2-4-7-released.html
index c45ccec..600de27 100644
--- a/site/news/spark-2-4-7-released.html
+++ b/site/news/spark-2-4-7-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2-4-8-released.html b/site/news/spark-2-4-8-released.html
index 444e1ea..1c30bc2 100644
--- a/site/news/spark-2-4-8-released.html
+++ b/site/news/spark-2-4-8-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-2.0.0-preview.html b/site/news/spark-2.0.0-preview.html
index da8f099..264dbed 100644
--- a/site/news/spark-2.0.0-preview.html
+++ b/site/news/spark-2.0.0-preview.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-0-0-released.html b/site/news/spark-3-0-0-released.html
index 91fb523..b3814d2 100644
--- a/site/news/spark-3-0-0-released.html
+++ b/site/news/spark-3-0-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-0-1-released.html b/site/news/spark-3-0-1-released.html
index 74dfcaf..81637e5 100644
--- a/site/news/spark-3-0-1-released.html
+++ b/site/news/spark-3-0-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-0-2-released.html b/site/news/spark-3-0-2-released.html
index 52329f4..092624b 100644
--- a/site/news/spark-3-0-2-released.html
+++ b/site/news/spark-3-0-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-0-3-released.html b/site/news/spark-3-0-3-released.html
index abaacf4..3ec19a6 100644
--- a/site/news/spark-3-0-3-released.html
+++ b/site/news/spark-3-0-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-1-1-released.html b/site/news/spark-3-1-1-released.html
index 06b4c87..18c2ebf 100644
--- a/site/news/spark-3-1-1-released.html
+++ b/site/news/spark-3-1-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-1-2-released.html b/site/news/spark-3-1-2-released.html
index 72bcba1..925abd7 100644
--- a/site/news/spark-3-1-2-released.html
+++ b/site/news/spark-3-1-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-2-0-released.html b/site/news/spark-3-2-0-released.html
index 8ead9f8..3e240fd 100644
--- a/site/news/spark-3-2-0-released.html
+++ b/site/news/spark-3-2-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-2-1-released.html b/site/news/spark-3-2-1-released.html
index 45d8ba6..c20d084 100644
--- a/site/news/spark-3-2-1-released.html
+++ b/site/news/spark-3-2-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-2-2-released.html b/site/news/spark-3-2-2-released.html
index fad63bf..6587415 100644
--- a/site/news/spark-3-2-2-released.html
+++ b/site/news/spark-3-2-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-2-3-released.html b/site/news/spark-3-2-3-released.html
index 57c6f11..9644e8f 100644
--- a/site/news/spark-3-2-3-released.html
+++ b/site/news/spark-3-2-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-2-4-released.html b/site/news/spark-3-2-4-released.html
index 3fefdcc..d0cd9f7 100644
--- a/site/news/spark-3-2-4-released.html
+++ b/site/news/spark-3-2-4-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-3-0-released.html b/site/news/spark-3-3-0-released.html
index 0a35df5..f23ce53 100644
--- a/site/news/spark-3-3-0-released.html
+++ b/site/news/spark-3-3-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-3-1-released.html b/site/news/spark-3-3-1-released.html
index ed13547..2d5db4a 100644
--- a/site/news/spark-3-3-1-released.html
+++ b/site/news/spark-3-3-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-3-2-released.html b/site/news/spark-3-3-2-released.html
index f4b13db..5234472 100644
--- a/site/news/spark-3-3-2-released.html
+++ b/site/news/spark-3-3-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-3-3-released.html b/site/news/spark-3-3-3-released.html
index bfc519b..cbc3e36 100644
--- a/site/news/spark-3-3-3-released.html
+++ b/site/news/spark-3-3-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-3-4-released.html b/site/news/spark-3-3-4-released.html
index d7c6603..79ae2ab 100644
--- a/site/news/spark-3-3-4-released.html
+++ b/site/news/spark-3-3-4-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-4-0-released.html b/site/news/spark-3-4-0-released.html
index d899a86..b1645d7 100644
--- a/site/news/spark-3-4-0-released.html
+++ b/site/news/spark-3-4-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-4-1-released.html b/site/news/spark-3-4-1-released.html
index 45af3ea..1e4af30 100644
--- a/site/news/spark-3-4-1-released.html
+++ b/site/news/spark-3-4-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-4-2-released.html b/site/news/spark-3-4-2-released.html
index 2d5e0f4..162f678 100644
--- a/site/news/spark-3-4-2-released.html
+++ b/site/news/spark-3-4-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-4-3-released.html b/site/news/spark-3-4-3-released.html
index 17466eb..0ce2ef8 100644
--- a/site/news/spark-3-4-3-released.html
+++ b/site/news/spark-3-4-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-4-4-released.html b/site/news/spark-3-4-4-released.html
index cfea147..d70ce40 100644
--- a/site/news/spark-3-4-4-released.html
+++ b/site/news/spark-3-4-4-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-5-0-released.html b/site/news/spark-3-5-0-released.html
index a07c68c..25598e9 100644
--- a/site/news/spark-3-5-0-released.html
+++ b/site/news/spark-3-5-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-5-1-released.html b/site/news/spark-3-5-1-released.html
index 7e3458b..52370a7 100644
--- a/site/news/spark-3-5-1-released.html
+++ b/site/news/spark-3-5-1-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-5-2-released.html b/site/news/spark-3-5-2-released.html
index daeb13b..9cc2a4c 100644
--- a/site/news/spark-3-5-2-released.html
+++ b/site/news/spark-3-5-2-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-5-3-released.html b/site/news/spark-3-5-3-released.html
index da626a5..3b6a66f 100644
--- a/site/news/spark-3-5-3-released.html
+++ b/site/news/spark-3-5-3-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-5-4-released.html b/site/news/spark-3-5-4-released.html
index 0fe978b..4778fbf 100644
--- a/site/news/spark-3-5-4-released.html
+++ b/site/news/spark-3-5-4-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-5-5-released.html b/site/news/spark-3-5-5-released.html
index a425ace..15e6c34 100644
--- a/site/news/spark-3-5-5-released.html
+++ b/site/news/spark-3-5-5-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3-5-6-released.html b/site/news/spark-3-5-6-released.html
new file mode 100644
index 0000000..71f5ac3
--- /dev/null
+++ b/site/news/spark-3-5-6-released.html
@@ -0,0 +1,229 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="utf-8">
+  <meta http-equiv="X-UA-Compatible" content="IE=edge">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+  <title>
+     Spark 3.5.6 released | Apache Spark
+    
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+
+  
+
+  
+
+  <link href="/css/bootstrap.min.css" rel="stylesheet">
+  <link rel="preconnect" href="https://fonts.googleapis.com">
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+  <!-- Code highlighter CSS -->
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+  <link rel="icon" href="/favicon.ico" type="image/x-icon">
+
+  <!-- Matomo -->
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+    var _paq = window._paq = window._paq || [];
+    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+    _paq.push(["disableCookies"]);
+    _paq.push(['trackPageView']);
+    _paq.push(['enableLinkTracking']);
+    (function() {
+      var u="https://analytics.apache.org/";
+      _paq.push(['setTrackerUrl', u+'matomo.php']);
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+  <!-- End Matomo Code -->
+</head>
+<body class="global">
+<nav class="navbar navbar-expand-lg navbar-dark p-0 px-4" style="background: #1D6890;">
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+    <img src="/images/spark-logo-rev.svg" alt="" width="141" height="72">
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+  <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarContent"
+          aria-controls="navbarContent" aria-expanded="false" aria-label="Toggle navigation">
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+        <a class="nav-link active" aria-current="page" href="/downloads.html">Download</a>
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+          <li><a class="dropdown-item" href="/community.html">Mailing Lists &amp; Resources</a></li>
+          <li><a class="dropdown-item" href="/contributing.html">Contributing to Spark</a></li>
+          <li><a class="dropdown-item" href="/improvement-proposals.html">Improvement Proposals (SPIP)</a>
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+          <li><a class="dropdown-item" href="https://issues.apache.org/jira/browse/SPARK">Issue Tracker</a>
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+        </a>
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+        </ul>
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+          GitHub
+        </a>
+        <ul class="dropdown-menu" aria-labelledby="github">
+          <li><a class="dropdown-item" href="https://github.com/apache/spark">spark</a></li>
+          <li><a class="dropdown-item" href="https://github.com/apache/spark-connect-go">spark-connect-go</a></li>
+          <li><a class="dropdown-item" href="https://github.com/apache/spark-connect-swift">spark-connect-swift</a></li>
+          <li><a class="dropdown-item" href="https://github.com/apache/spark-docker">spark-docker</a></li>
+          <li><a class="dropdown-item" href="https://github.com/apache/spark-kubernetes-operator">spark-kubernetes-operator</a></li>
+          <li><a class="dropdown-item" href="https://github.com/apache/spark-website">spark-website</a></li>
+        </ul>
+      </li>
+    </ul>
+    <ul class="navbar-nav ml-auto">
+      <li class="nav-item dropdown">
+        <a class="nav-link dropdown-toggle" href="#" id="apacheFoundation" role="button"
+           data-bs-toggle="dropdown" aria-expanded="false">
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+        </a>
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+          <li><a class="dropdown-item" href="https://www.apache.org/">Apache Homepage</a></li>
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+          <li><a class="dropdown-item"
+                 href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+          <li><a class="dropdown-item" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+          <li><a class="dropdown-item" href="https://www.apache.org/events/current-event">Event</a></li>
+        </ul>
+      </li>
+    </ul>
+  </div>
+</nav>
+
+<div class="container">
+  <div class="row mt-4">
+    <div class="col-12 col-md-9">
+      <h2>Spark 3.5.6 released</h2>
+
+
+<p>We are happy to announce the availability of <a href="/releases/spark-release-3-5-6.html" title="Spark Release 3.5.6">Spark 3.5.6</a>! Visit the <a href="/releases/spark-release-3-5-6.html" title="Spark Release 3.5.6">release notes</a> to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
+
+
+
+<p>
+<br/>
+<a href="/news/">Spark News Archive</a>
+</p>
+
+    </div>
+    <div class="col-12 col-md-3">
+      <div class="news" style="margin-bottom: 20px;">
+        <h5>Latest News</h5>
+        <ul class="list-unstyled">
+          
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
+          <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
+            <span class="small">(May 23, 2025)</span></li>
+          
+          <li><a href="/news/spark-3-5-5-released.html">Spark 3.5.5 released</a>
+            <span class="small">(Feb 27, 2025)</span></li>
+          
+          <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
+            <span class="small">(Dec 20, 2024)</span></li>
+          
+        </ul>
+        <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
+      </div>
+      <div style="text-align:center; margin-bottom: 20px;">
+        <a href="https://www.apache.org/events/current-event.html">
+          <img src="https://www.apache.org/events/current-event-234x60.png" style="max-width: 100%;"/>
+        </a>
+      </div>
+      <div class="hidden-xs hidden-sm">
+        <a href="/downloads.html" class="btn btn-cta btn-lg d-grid" style="margin-bottom: 30px;">
+          Download Spark
+        </a>
+        <p style="font-size: 16px; font-weight: 500; color: #555;">
+          Built-in Libraries:
+        </p>
+        <ul class="list-none">
+          <li><a href="/sql/">SQL and DataFrames</a></li>
+          <li><a href="/streaming/">Spark Streaming</a></li>
+          <li><a href="/mllib/">MLlib (machine learning)</a></li>
+          <li><a href="/graphx/">GraphX (graph)</a></li>
+        </ul>
+        <a href="/third-party-projects.html">Third-Party Projects</a>
+      </div>
+    </div>
+  </div>
+
+  
+
+  <footer class="small">
+    <hr>
+    Apache Spark, Spark, Apache, the Apache feather logo, and the Apache Spark project logo are either registered
+    trademarks or trademarks of The Apache Software Foundation in the United States and other countries.
+    See guidance on use of Apache Spark <a href="/trademarks.html">trademarks</a>.
+    All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+    Copyright &copy; 2018 The Apache Software Foundation, Licensed under the
+    <a href="https://www.apache.org/licenses/">Apache License, Version 2.0</a>.
+  </footer>
+</div>
+
+<script src="/js/jquery.js"></script>
+<script src="/js/bootstrap.bundle.min.js"></script>
+<script src="/js/lang-tabs.js"></script>
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+</body>
+</html>
diff --git a/site/news/spark-3.0.0-preview.html b/site/news/spark-3.0.0-preview.html
index 39df6ad..33da7d9 100644
--- a/site/news/spark-3.0.0-preview.html
+++ b/site/news/spark-3.0.0-preview.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-3.0.0-preview2.html b/site/news/spark-3.0.0-preview2.html
index 4096a4e..b5176b8 100644
--- a/site/news/spark-3.0.0-preview2.html
+++ b/site/news/spark-3.0.0-preview2.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-4-0-0-released.html b/site/news/spark-4-0-0-released.html
index 7f2f471..e0ea93e 100644
--- a/site/news/spark-4-0-0-released.html
+++ b/site/news/spark-4-0-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-4.0.0-preview1.html b/site/news/spark-4.0.0-preview1.html
index ed2b203..2fc1d98 100644
--- a/site/news/spark-4.0.0-preview1.html
+++ b/site/news/spark-4.0.0-preview1.html
@@ -182,6 +182,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -191,9 +194,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-4.0.0-preview2.html b/site/news/spark-4.0.0-preview2.html
index ac9e1c5..f3f1b28 100644
--- a/site/news/spark-4.0.0-preview2.html
+++ b/site/news/spark-4.0.0-preview2.html
@@ -183,6 +183,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -192,9 +195,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-accepted-into-apache-incubator.html b/site/news/spark-accepted-into-apache-incubator.html
index 69543ca..0d1ea08 100644
--- a/site/news/spark-accepted-into-apache-incubator.html
+++ b/site/news/spark-accepted-into-apache-incubator.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-ai-summit-apr-2019-agenda-posted.html b/site/news/spark-ai-summit-apr-2019-agenda-posted.html
index cdde5ba..5904a68 100644
--- a/site/news/spark-ai-summit-apr-2019-agenda-posted.html
+++ b/site/news/spark-ai-summit-apr-2019-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-ai-summit-june-2020-agenda-posted.html b/site/news/spark-ai-summit-june-2020-agenda-posted.html
index 2b7f898..f08d657 100644
--- a/site/news/spark-ai-summit-june-2020-agenda-posted.html
+++ b/site/news/spark-ai-summit-june-2020-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-and-shark-in-the-news.html b/site/news/spark-and-shark-in-the-news.html
index e75e161..dda3b65 100644
--- a/site/news/spark-and-shark-in-the-news.html
+++ b/site/news/spark-and-shark-in-the-news.html
@@ -179,6 +179,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -188,9 +191,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-becomes-tlp.html b/site/news/spark-becomes-tlp.html
index e3b8566..6312b6a 100644
--- a/site/news/spark-becomes-tlp.html
+++ b/site/news/spark-becomes-tlp.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-featured-in-wired.html b/site/news/spark-featured-in-wired.html
index 6d888c3..8bf2589 100644
--- a/site/news/spark-featured-in-wired.html
+++ b/site/news/spark-featured-in-wired.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-mailing-lists-moving-to-apache.html b/site/news/spark-mailing-lists-moving-to-apache.html
index 3619278..8976743 100644
--- a/site/news/spark-mailing-lists-moving-to-apache.html
+++ b/site/news/spark-mailing-lists-moving-to-apache.html
@@ -180,6 +180,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -189,9 +192,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-meetups.html b/site/news/spark-meetups.html
index 45b100f..8aa3877 100644
--- a/site/news/spark-meetups.html
+++ b/site/news/spark-meetups.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-release-2-2-3.html b/site/news/spark-release-2-2-3.html
index 4834573..4d1003f 100644
--- a/site/news/spark-release-2-2-3.html
+++ b/site/news/spark-release-2-2-3.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-screencasts-published.html b/site/news/spark-screencasts-published.html
index 0012383..0c7b456 100644
--- a/site/news/spark-screencasts-published.html
+++ b/site/news/spark-screencasts-published.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-2013-is-a-wrap.html b/site/news/spark-summit-2013-is-a-wrap.html
index 72427fb..d6539a7 100644
--- a/site/news/spark-summit-2013-is-a-wrap.html
+++ b/site/news/spark-summit-2013-is-a-wrap.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-2014-videos-posted.html b/site/news/spark-summit-2014-videos-posted.html
index 9a2aa7a..4c57629 100644
--- a/site/news/spark-summit-2014-videos-posted.html
+++ b/site/news/spark-summit-2014-videos-posted.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-2015-videos-posted.html b/site/news/spark-summit-2015-videos-posted.html
index e668d0d..78ba634 100644
--- a/site/news/spark-summit-2015-videos-posted.html
+++ b/site/news/spark-summit-2015-videos-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-agenda-posted.html b/site/news/spark-summit-agenda-posted.html
index 38a7d14..e54e3a0 100644
--- a/site/news/spark-summit-agenda-posted.html
+++ b/site/news/spark-summit-agenda-posted.html
@@ -177,6 +177,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -186,9 +189,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-east-2015-videos-posted.html b/site/news/spark-summit-east-2015-videos-posted.html
index 065e27f..3b6a417 100644
--- a/site/news/spark-summit-east-2015-videos-posted.html
+++ b/site/news/spark-summit-east-2015-videos-posted.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-east-2016-cfp-closing.html b/site/news/spark-summit-east-2016-cfp-closing.html
index 2ce8d56..aba442b 100644
--- a/site/news/spark-summit-east-2016-cfp-closing.html
+++ b/site/news/spark-summit-east-2016-cfp-closing.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-east-2017-agenda-posted.html b/site/news/spark-summit-east-2017-agenda-posted.html
index a87ee32..6c5bd70 100644
--- a/site/news/spark-summit-east-2017-agenda-posted.html
+++ b/site/news/spark-summit-east-2017-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-east-agenda-posted-2015.html b/site/news/spark-summit-east-agenda-posted-2015.html
index 9190165..0f197b5 100644
--- a/site/news/spark-summit-east-agenda-posted-2015.html
+++ b/site/news/spark-summit-east-agenda-posted-2015.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-east-agenda-posted-2016.html b/site/news/spark-summit-east-agenda-posted-2016.html
index 3bdac3d..fd0aa97 100644
--- a/site/news/spark-summit-east-agenda-posted-2016.html
+++ b/site/news/spark-summit-east-agenda-posted-2016.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-eu-2017-agenda-posted.html b/site/news/spark-summit-eu-2017-agenda-posted.html
index ed92280..ed15c41 100644
--- a/site/news/spark-summit-eu-2017-agenda-posted.html
+++ b/site/news/spark-summit-eu-2017-agenda-posted.html
@@ -170,6 +170,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -179,9 +182,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-europe-agenda-posted.html b/site/news/spark-summit-europe-agenda-posted.html
index 2b6bca4..e8dd986 100644
--- a/site/news/spark-summit-europe-agenda-posted.html
+++ b/site/news/spark-summit-europe-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-europe.html b/site/news/spark-summit-europe.html
index 327b811..a7ddff2 100644
--- a/site/news/spark-summit-europe.html
+++ b/site/news/spark-summit-europe.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-june-2016-agenda-posted.html b/site/news/spark-summit-june-2016-agenda-posted.html
index 04feb3b..a3837d3 100644
--- a/site/news/spark-summit-june-2016-agenda-posted.html
+++ b/site/news/spark-summit-june-2016-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-june-2017-agenda-posted.html b/site/news/spark-summit-june-2017-agenda-posted.html
index a71fdff..fcde2d5 100644
--- a/site/news/spark-summit-june-2017-agenda-posted.html
+++ b/site/news/spark-summit-june-2017-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-june-2018-agenda-posted.html b/site/news/spark-summit-june-2018-agenda-posted.html
index e5501b4..9091c2a 100644
--- a/site/news/spark-summit-june-2018-agenda-posted.html
+++ b/site/news/spark-summit-june-2018-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-summit-oct-2018-agenda-posted.html b/site/news/spark-summit-oct-2018-agenda-posted.html
index 0dd18fa..152dc08 100644
--- a/site/news/spark-summit-oct-2018-agenda-posted.html
+++ b/site/news/spark-summit-oct-2018-agenda-posted.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-tips-from-quantifind.html b/site/news/spark-tips-from-quantifind.html
index 7b2e367..3f51ee1 100644
--- a/site/news/spark-tips-from-quantifind.html
+++ b/site/news/spark-tips-from-quantifind.html
@@ -174,6 +174,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -183,9 +186,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-user-survey-and-powered-by-page.html b/site/news/spark-user-survey-and-powered-by-page.html
index 03553ee..05ea3e4 100644
--- a/site/news/spark-user-survey-and-powered-by-page.html
+++ b/site/news/spark-user-survey-and-powered-by-page.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-version-0-6-0-released.html b/site/news/spark-version-0-6-0-released.html
index 3bfaa29..d2a5552 100644
--- a/site/news/spark-version-0-6-0-released.html
+++ b/site/news/spark-version-0-6-0-released.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-wins-cloudsort-100tb-benchmark.html b/site/news/spark-wins-cloudsort-100tb-benchmark.html
index a15a1eb..6d67dfc 100644
--- a/site/news/spark-wins-cloudsort-100tb-benchmark.html
+++ b/site/news/spark-wins-cloudsort-100tb-benchmark.html
@@ -176,6 +176,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -185,9 +188,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html b/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
index 4658ce5..58f600b 100644
--- a/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
+++ b/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/strata-exercises-now-available-online.html b/site/news/strata-exercises-now-available-online.html
index 846e7ed..84cc963 100644
--- a/site/news/strata-exercises-now-available-online.html
+++ b/site/news/strata-exercises-now-available-online.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/submit-talks-to-spark-summit-2014.html b/site/news/submit-talks-to-spark-summit-2014.html
index 76cd903..ec27dfb 100644
--- a/site/news/submit-talks-to-spark-summit-2014.html
+++ b/site/news/submit-talks-to-spark-summit-2014.html
@@ -178,6 +178,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -187,9 +190,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/submit-talks-to-spark-summit-2016.html b/site/news/submit-talks-to-spark-summit-2016.html
index ed8a364..d92f415 100644
--- a/site/news/submit-talks-to-spark-summit-2016.html
+++ b/site/news/submit-talks-to-spark-summit-2016.html
@@ -170,6 +170,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -179,9 +182,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/submit-talks-to-spark-summit-east-2016.html b/site/news/submit-talks-to-spark-summit-east-2016.html
index 730a9f7..7e6a7e4 100644
--- a/site/news/submit-talks-to-spark-summit-east-2016.html
+++ b/site/news/submit-talks-to-spark-summit-east-2016.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/submit-talks-to-spark-summit-eu-2016.html b/site/news/submit-talks-to-spark-summit-eu-2016.html
index 7a0d484..497d2e7 100644
--- a/site/news/submit-talks-to-spark-summit-eu-2016.html
+++ b/site/news/submit-talks-to-spark-summit-eu-2016.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/two-weeks-to-spark-summit-2014.html b/site/news/two-weeks-to-spark-summit-2014.html
index 92fcfdd..f7b6467 100644
--- a/site/news/two-weeks-to-spark-summit-2014.html
+++ b/site/news/two-weeks-to-spark-summit-2014.html
@@ -179,6 +179,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -188,9 +191,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/news/video-from-first-spark-development-meetup.html b/site/news/video-from-first-spark-development-meetup.html
index 83cb99f..d8bb97c 100644
--- a/site/news/video-from-first-spark-development-meetup.html
+++ b/site/news/video-from-first-spark-development-meetup.html
@@ -169,6 +169,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -178,9 +181,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/pandas-on-spark/index.html b/site/pandas-on-spark/index.html
index 277687e..2a4be9d 100644
--- a/site/pandas-on-spark/index.html
+++ b/site/pandas-on-spark/index.html
@@ -351,6 +351,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -360,9 +363,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/powered-by.html b/site/powered-by.html
index 810e305..4e59f88 100644
--- a/site/powered-by.html
+++ b/site/powered-by.html
@@ -520,6 +520,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -529,9 +532,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/release-process.html b/site/release-process.html
index f071608..5553245 100644
--- a/site/release-process.html
+++ b/site/release-process.html
@@ -600,6 +600,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -609,9 +612,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-3.html b/site/releases/spark-release-0-3.html
index 4316935..5002ab2 100644
--- a/site/releases/spark-release-0-3.html
+++ b/site/releases/spark-release-0-3.html
@@ -220,6 +220,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -229,9 +232,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-5-0.html b/site/releases/spark-release-0-5-0.html
index 62c76e1..5eb2e40 100644
--- a/site/releases/spark-release-0-5-0.html
+++ b/site/releases/spark-release-0-5-0.html
@@ -192,6 +192,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -201,9 +204,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-5-1.html b/site/releases/spark-release-0-5-1.html
index a05a1a9..3da297c 100644
--- a/site/releases/spark-release-0-5-1.html
+++ b/site/releases/spark-release-0-5-1.html
@@ -202,6 +202,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -211,9 +214,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-5-2.html b/site/releases/spark-release-0-5-2.html
index b36bdf3..b791c08 100644
--- a/site/releases/spark-release-0-5-2.html
+++ b/site/releases/spark-release-0-5-2.html
@@ -171,6 +171,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -180,9 +183,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-6-0.html b/site/releases/spark-release-0-6-0.html
index 1b0d991..a30c97f 100644
--- a/site/releases/spark-release-0-6-0.html
+++ b/site/releases/spark-release-0-6-0.html
@@ -246,6 +246,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -255,9 +258,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-6-1.html b/site/releases/spark-release-0-6-1.html
index e110aed..b004152 100644
--- a/site/releases/spark-release-0-6-1.html
+++ b/site/releases/spark-release-0-6-1.html
@@ -186,6 +186,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -195,9 +198,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-6-2.html b/site/releases/spark-release-0-6-2.html
index da8ad93..15d2d47 100644
--- a/site/releases/spark-release-0-6-2.html
+++ b/site/releases/spark-release-0-6-2.html
@@ -199,6 +199,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -208,9 +211,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-7-0.html b/site/releases/spark-release-0-7-0.html
index 0c95460..526b02b 100644
--- a/site/releases/spark-release-0-7-0.html
+++ b/site/releases/spark-release-0-7-0.html
@@ -268,6 +268,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -277,9 +280,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-7-2.html b/site/releases/spark-release-0-7-2.html
index 76bfb4c..b1a65da 100644
--- a/site/releases/spark-release-0-7-2.html
+++ b/site/releases/spark-release-0-7-2.html
@@ -210,6 +210,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -219,9 +222,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-7-3.html b/site/releases/spark-release-0-7-3.html
index 8c319e7..a04eb06 100644
--- a/site/releases/spark-release-0-7-3.html
+++ b/site/releases/spark-release-0-7-3.html
@@ -204,6 +204,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -213,9 +216,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-8-0.html b/site/releases/spark-release-0-8-0.html
index ed58281..7340b5e 100644
--- a/site/releases/spark-release-0-8-0.html
+++ b/site/releases/spark-release-0-8-0.html
@@ -299,6 +299,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -308,9 +311,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-8-1.html b/site/releases/spark-release-0-8-1.html
index febd4a5..ceae9bc 100644
--- a/site/releases/spark-release-0-8-1.html
+++ b/site/releases/spark-release-0-8-1.html
@@ -263,6 +263,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -272,9 +275,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-9-0.html b/site/releases/spark-release-0-9-0.html
index b2b7804..e6cdda6 100644
--- a/site/releases/spark-release-0-9-0.html
+++ b/site/releases/spark-release-0-9-0.html
@@ -357,6 +357,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -366,9 +369,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-9-1.html b/site/releases/spark-release-0-9-1.html
index bde0471..62ac31d 100644
--- a/site/releases/spark-release-0-9-1.html
+++ b/site/releases/spark-release-0-9-1.html
@@ -275,6 +275,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -284,9 +287,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-0-9-2.html b/site/releases/spark-release-0-9-2.html
index dd6035f..27307f2 100644
--- a/site/releases/spark-release-0-9-2.html
+++ b/site/releases/spark-release-0-9-2.html
@@ -248,6 +248,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -257,9 +260,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-0-0.html b/site/releases/spark-release-1-0-0.html
index c365af0..82b1a08 100644
--- a/site/releases/spark-release-1-0-0.html
+++ b/site/releases/spark-release-1-0-0.html
@@ -341,6 +341,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -350,9 +353,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-0-1.html b/site/releases/spark-release-1-0-1.html
index 19eaa7f..1386f57 100644
--- a/site/releases/spark-release-1-0-1.html
+++ b/site/releases/spark-release-1-0-1.html
@@ -299,6 +299,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -308,9 +311,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-0-2.html b/site/releases/spark-release-1-0-2.html
index 83f4866..1779d01 100644
--- a/site/releases/spark-release-1-0-2.html
+++ b/site/releases/spark-release-1-0-2.html
@@ -256,6 +256,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -265,9 +268,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-1-0.html b/site/releases/spark-release-1-1-0.html
index fdc2add..e96bf72 100644
--- a/site/releases/spark-release-1-1-0.html
+++ b/site/releases/spark-release-1-1-0.html
@@ -392,6 +392,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -401,9 +404,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-1-1.html b/site/releases/spark-release-1-1-1.html
index 6cd015f..4e8b88f 100644
--- a/site/releases/spark-release-1-1-1.html
+++ b/site/releases/spark-release-1-1-1.html
@@ -278,6 +278,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -287,9 +290,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-2-0.html b/site/releases/spark-release-1-2-0.html
index cadd6bd..d166a55 100644
--- a/site/releases/spark-release-1-2-0.html
+++ b/site/releases/spark-release-1-2-0.html
@@ -406,6 +406,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -415,9 +418,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-2-1.html b/site/releases/spark-release-1-2-1.html
index 59b6ebc..4c63ea1 100644
--- a/site/releases/spark-release-1-2-1.html
+++ b/site/releases/spark-release-1-2-1.html
@@ -278,6 +278,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -287,9 +290,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-2-2.html b/site/releases/spark-release-1-2-2.html
index 12e0220..9f8f2a5 100644
--- a/site/releases/spark-release-1-2-2.html
+++ b/site/releases/spark-release-1-2-2.html
@@ -238,6 +238,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -247,9 +250,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-3-0.html b/site/releases/spark-release-1-3-0.html
index a2e3147..af2cee1 100644
--- a/site/releases/spark-release-1-3-0.html
+++ b/site/releases/spark-release-1-3-0.html
@@ -383,6 +383,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -392,9 +395,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-3-1.html b/site/releases/spark-release-1-3-1.html
index de271d2..e338b2c 100644
--- a/site/releases/spark-release-1-3-1.html
+++ b/site/releases/spark-release-1-3-1.html
@@ -270,6 +270,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -279,9 +282,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-4-0.html b/site/releases/spark-release-1-4-0.html
index bdd5950..ee17608 100644
--- a/site/releases/spark-release-1-4-0.html
+++ b/site/releases/spark-release-1-4-0.html
@@ -497,6 +497,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -506,9 +509,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-4-1.html b/site/releases/spark-release-1-4-1.html
index 2f1aefd..80375d2 100644
--- a/site/releases/spark-release-1-4-1.html
+++ b/site/releases/spark-release-1-4-1.html
@@ -302,6 +302,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -311,9 +314,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-5-0.html b/site/releases/spark-release-1-5-0.html
index ae63338..9ce056d 100644
--- a/site/releases/spark-release-1-5-0.html
+++ b/site/releases/spark-release-1-5-0.html
@@ -435,6 +435,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -444,9 +447,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-5-1.html b/site/releases/spark-release-1-5-1.html
index ae54672..0cde52d 100644
--- a/site/releases/spark-release-1-5-1.html
+++ b/site/releases/spark-release-1-5-1.html
@@ -174,6 +174,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -183,9 +186,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-5-2.html b/site/releases/spark-release-1-5-2.html
index 40f70e6..8bb051c 100644
--- a/site/releases/spark-release-1-5-2.html
+++ b/site/releases/spark-release-1-5-2.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-6-0.html b/site/releases/spark-release-1-6-0.html
index 53af587..63414db 100644
--- a/site/releases/spark-release-1-6-0.html
+++ b/site/releases/spark-release-1-6-0.html
@@ -311,6 +311,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -320,9 +323,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-6-1.html b/site/releases/spark-release-1-6-1.html
index ee4b577..ac2570d 100644
--- a/site/releases/spark-release-1-6-1.html
+++ b/site/releases/spark-release-1-6-1.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-6-2.html b/site/releases/spark-release-1-6-2.html
index 27d6ea1..bc3838d 100644
--- a/site/releases/spark-release-1-6-2.html
+++ b/site/releases/spark-release-1-6-2.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-1-6-3.html b/site/releases/spark-release-1-6-3.html
index 64b1c0d..32b4b39 100644
--- a/site/releases/spark-release-1-6-3.html
+++ b/site/releases/spark-release-1-6-3.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-0-0.html b/site/releases/spark-release-2-0-0.html
index f049909..28c0912 100644
--- a/site/releases/spark-release-2-0-0.html
+++ b/site/releases/spark-release-2-0-0.html
@@ -407,6 +407,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -416,9 +419,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-0-1.html b/site/releases/spark-release-2-0-1.html
index 1d5328f..b0ee085 100644
--- a/site/releases/spark-release-2-0-1.html
+++ b/site/releases/spark-release-2-0-1.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-0-2.html b/site/releases/spark-release-2-0-2.html
index 076060f..8723427 100644
--- a/site/releases/spark-release-2-0-2.html
+++ b/site/releases/spark-release-2-0-2.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-1-0.html b/site/releases/spark-release-2-1-0.html
index fbc9a92..9df4cfd 100644
--- a/site/releases/spark-release-2-1-0.html
+++ b/site/releases/spark-release-2-1-0.html
@@ -319,6 +319,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -328,9 +331,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-1-1.html b/site/releases/spark-release-2-1-1.html
index 62cdd66..256884e 100644
--- a/site/releases/spark-release-2-1-1.html
+++ b/site/releases/spark-release-2-1-1.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-1-2.html b/site/releases/spark-release-2-1-2.html
index f6bfc56..21233f4 100644
--- a/site/releases/spark-release-2-1-2.html
+++ b/site/releases/spark-release-2-1-2.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-1-3.html b/site/releases/spark-release-2-1-3.html
index c73aee9..aac09c6 100644
--- a/site/releases/spark-release-2-1-3.html
+++ b/site/releases/spark-release-2-1-3.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-2-0.html b/site/releases/spark-release-2-2-0.html
index 2ea41d4..adc3272 100644
--- a/site/releases/spark-release-2-2-0.html
+++ b/site/releases/spark-release-2-2-0.html
@@ -385,6 +385,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -394,9 +397,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-2-1.html b/site/releases/spark-release-2-2-1.html
index 47b44a9..d320faa 100644
--- a/site/releases/spark-release-2-2-1.html
+++ b/site/releases/spark-release-2-2-1.html
@@ -183,6 +183,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -192,9 +195,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-2-2.html b/site/releases/spark-release-2-2-2.html
index 030f3b2..d6a9d79 100644
--- a/site/releases/spark-release-2-2-2.html
+++ b/site/releases/spark-release-2-2-2.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-2-3.html b/site/releases/spark-release-2-2-3.html
index 66c102f..238f056 100644
--- a/site/releases/spark-release-2-2-3.html
+++ b/site/releases/spark-release-2-2-3.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-3-0.html b/site/releases/spark-release-2-3-0.html
index 0ebd2de..d1c601b 100644
--- a/site/releases/spark-release-2-3-0.html
+++ b/site/releases/spark-release-2-3-0.html
@@ -395,6 +395,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -404,9 +407,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-3-1.html b/site/releases/spark-release-2-3-1.html
index 1863ad3..fe2b7a5 100644
--- a/site/releases/spark-release-2-3-1.html
+++ b/site/releases/spark-release-2-3-1.html
@@ -183,6 +183,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -192,9 +195,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-3-2.html b/site/releases/spark-release-2-3-2.html
index 9713fb1..db071c8 100644
--- a/site/releases/spark-release-2-3-2.html
+++ b/site/releases/spark-release-2-3-2.html
@@ -183,6 +183,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -192,9 +195,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-3-3.html b/site/releases/spark-release-2-3-3.html
index 94f9e88..c4e75e5 100644
--- a/site/releases/spark-release-2-3-3.html
+++ b/site/releases/spark-release-2-3-3.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-3-4.html b/site/releases/spark-release-2-3-4.html
index c3d4770..f16a6e5 100644
--- a/site/releases/spark-release-2-3-4.html
+++ b/site/releases/spark-release-2-3-4.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-0.html b/site/releases/spark-release-2-4-0.html
index ad12706..5a4298b 100644
--- a/site/releases/spark-release-2-4-0.html
+++ b/site/releases/spark-release-2-4-0.html
@@ -401,6 +401,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -410,9 +413,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-1.html b/site/releases/spark-release-2-4-1.html
index 033c318..4f84324 100644
--- a/site/releases/spark-release-2-4-1.html
+++ b/site/releases/spark-release-2-4-1.html
@@ -211,6 +211,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -220,9 +223,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-2.html b/site/releases/spark-release-2-4-2.html
index 8cdfc78..a51e660 100644
--- a/site/releases/spark-release-2-4-2.html
+++ b/site/releases/spark-release-2-4-2.html
@@ -183,6 +183,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -192,9 +195,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-3.html b/site/releases/spark-release-2-4-3.html
index 3ddd9f2..73c9873 100644
--- a/site/releases/spark-release-2-4-3.html
+++ b/site/releases/spark-release-2-4-3.html
@@ -181,6 +181,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -190,9 +193,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-4.html b/site/releases/spark-release-2-4-4.html
index 5a768b3..d966fff 100644
--- a/site/releases/spark-release-2-4-4.html
+++ b/site/releases/spark-release-2-4-4.html
@@ -187,6 +187,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -196,9 +199,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-5.html b/site/releases/spark-release-2-4-5.html
index dda1b9b..b9ba66e 100644
--- a/site/releases/spark-release-2-4-5.html
+++ b/site/releases/spark-release-2-4-5.html
@@ -201,6 +201,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -210,9 +213,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-6.html b/site/releases/spark-release-2-4-6.html
index 94e2a8d..8d7e7d2 100644
--- a/site/releases/spark-release-2-4-6.html
+++ b/site/releases/spark-release-2-4-6.html
@@ -209,6 +209,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -218,9 +221,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-7.html b/site/releases/spark-release-2-4-7.html
index 23baad6..9bd106f 100644
--- a/site/releases/spark-release-2-4-7.html
+++ b/site/releases/spark-release-2-4-7.html
@@ -251,6 +251,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -260,9 +263,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-2-4-8.html b/site/releases/spark-release-2-4-8.html
index b71dd2e..959112f 100644
--- a/site/releases/spark-release-2-4-8.html
+++ b/site/releases/spark-release-2-4-8.html
@@ -252,6 +252,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -261,9 +264,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-0-0.html b/site/releases/spark-release-3-0-0.html
index 3066890..b7c0e27 100644
--- a/site/releases/spark-release-3-0-0.html
+++ b/site/releases/spark-release-3-0-0.html
@@ -561,6 +561,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -570,9 +573,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-0-1.html b/site/releases/spark-release-3-0-1.html
index 991a632..2957f97 100644
--- a/site/releases/spark-release-3-0-1.html
+++ b/site/releases/spark-release-3-0-1.html
@@ -210,6 +210,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -219,9 +222,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-0-2.html b/site/releases/spark-release-3-0-2.html
index 6a25c7e..e2ed9ee 100644
--- a/site/releases/spark-release-3-0-2.html
+++ b/site/releases/spark-release-3-0-2.html
@@ -220,6 +220,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -229,9 +232,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-0-3.html b/site/releases/spark-release-3-0-3.html
index 8104775..f1f84a9 100644
--- a/site/releases/spark-release-3-0-3.html
+++ b/site/releases/spark-release-3-0-3.html
@@ -237,6 +237,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -246,9 +249,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-1-1.html b/site/releases/spark-release-3-1-1.html
index f1c8d47..81d1fef 100644
--- a/site/releases/spark-release-3-1-1.html
+++ b/site/releases/spark-release-3-1-1.html
@@ -598,6 +598,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -607,9 +610,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-1-2.html b/site/releases/spark-release-3-1-2.html
index 8c5ad1f..3ce4018 100644
--- a/site/releases/spark-release-3-1-2.html
+++ b/site/releases/spark-release-3-1-2.html
@@ -285,6 +285,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -294,9 +297,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-1-3.html b/site/releases/spark-release-3-1-3.html
index 3c2c0ff..ef011cb 100644
--- a/site/releases/spark-release-3-1-3.html
+++ b/site/releases/spark-release-3-1-3.html
@@ -199,6 +199,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -208,9 +211,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-2-0.html b/site/releases/spark-release-3-2-0.html
index 3edb4f5..686e290 100644
--- a/site/releases/spark-release-3-2-0.html
+++ b/site/releases/spark-release-3-2-0.html
@@ -571,6 +571,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -580,9 +583,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-2-1.html b/site/releases/spark-release-3-2-1.html
index b8f7ce6..5a6892c 100644
--- a/site/releases/spark-release-3-2-1.html
+++ b/site/releases/spark-release-3-2-1.html
@@ -204,6 +204,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -213,9 +216,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-2-2.html b/site/releases/spark-release-3-2-2.html
index de015f8..1c1c4ae 100644
--- a/site/releases/spark-release-3-2-2.html
+++ b/site/releases/spark-release-3-2-2.html
@@ -279,6 +279,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -288,9 +291,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-2-3.html b/site/releases/spark-release-3-2-3.html
index 6cdc719..63890dd 100644
--- a/site/releases/spark-release-3-2-3.html
+++ b/site/releases/spark-release-3-2-3.html
@@ -252,6 +252,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -261,9 +264,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-2-4.html b/site/releases/spark-release-3-2-4.html
index 728783b..7aedec8 100644
--- a/site/releases/spark-release-3-2-4.html
+++ b/site/releases/spark-release-3-2-4.html
@@ -214,6 +214,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -223,9 +226,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-3-0.html b/site/releases/spark-release-3-3-0.html
index 88016ef..6741b4f 100644
--- a/site/releases/spark-release-3-3-0.html
+++ b/site/releases/spark-release-3-3-0.html
@@ -751,6 +751,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -760,9 +763,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-3-1.html b/site/releases/spark-release-3-3-1.html
index 83178be..2559768 100644
--- a/site/releases/spark-release-3-3-1.html
+++ b/site/releases/spark-release-3-3-1.html
@@ -261,6 +261,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -270,9 +273,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-3-2.html b/site/releases/spark-release-3-3-2.html
index 3aff7d9..a24bbf0 100644
--- a/site/releases/spark-release-3-3-2.html
+++ b/site/releases/spark-release-3-3-2.html
@@ -338,6 +338,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -347,9 +350,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-3-3.html b/site/releases/spark-release-3-3-3.html
index 6b1d457..2ce3be3 100644
--- a/site/releases/spark-release-3-3-3.html
+++ b/site/releases/spark-release-3-3-3.html
@@ -193,6 +193,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -202,9 +205,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-3-4.html b/site/releases/spark-release-3-3-4.html
index 313d963..329d956 100644
--- a/site/releases/spark-release-3-3-4.html
+++ b/site/releases/spark-release-3-3-4.html
@@ -220,6 +220,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -229,9 +232,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-4-0.html b/site/releases/spark-release-3-4-0.html
index 55c5605..a25a098 100644
--- a/site/releases/spark-release-3-4-0.html
+++ b/site/releases/spark-release-3-4-0.html
@@ -579,6 +579,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -588,9 +591,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-4-1.html b/site/releases/spark-release-3-4-1.html
index 715af5c..2de54e0 100644
--- a/site/releases/spark-release-3-4-1.html
+++ b/site/releases/spark-release-3-4-1.html
@@ -266,6 +266,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -275,9 +278,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-4-2.html b/site/releases/spark-release-3-4-2.html
index ffe2da5..5505008 100644
--- a/site/releases/spark-release-3-4-2.html
+++ b/site/releases/spark-release-3-4-2.html
@@ -262,6 +262,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -271,9 +274,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-4-3.html b/site/releases/spark-release-3-4-3.html
index 09ab668..28b1a13 100644
--- a/site/releases/spark-release-3-4-3.html
+++ b/site/releases/spark-release-3-4-3.html
@@ -240,6 +240,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -249,9 +252,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-4-4.html b/site/releases/spark-release-3-4-4.html
index a435d05..ffd96f6 100644
--- a/site/releases/spark-release-3-4-4.html
+++ b/site/releases/spark-release-3-4-4.html
@@ -241,6 +241,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -250,9 +253,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-5-0.html b/site/releases/spark-release-3-5-0.html
index fc66a6a..182e2ff 100644
--- a/site/releases/spark-release-3-5-0.html
+++ b/site/releases/spark-release-3-5-0.html
@@ -548,6 +548,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -557,9 +560,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-5-1.html b/site/releases/spark-release-3-5-1.html
index 6d3b4d6..126f99a 100644
--- a/site/releases/spark-release-3-5-1.html
+++ b/site/releases/spark-release-3-5-1.html
@@ -308,6 +308,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -317,9 +320,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-5-2.html b/site/releases/spark-release-3-5-2.html
index 2026dfc..9ac43c5 100644
--- a/site/releases/spark-release-3-5-2.html
+++ b/site/releases/spark-release-3-5-2.html
@@ -315,6 +315,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -324,9 +327,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-5-3.html b/site/releases/spark-release-3-5-3.html
index 521978a..b96e971 100644
--- a/site/releases/spark-release-3-5-3.html
+++ b/site/releases/spark-release-3-5-3.html
@@ -212,6 +212,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -221,9 +224,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-5-4.html b/site/releases/spark-release-3-5-4.html
index 08446cd..5cd431a 100644
--- a/site/releases/spark-release-3-5-4.html
+++ b/site/releases/spark-release-3-5-4.html
@@ -223,6 +223,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -232,9 +235,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-5-5.html b/site/releases/spark-release-3-5-5.html
index 1ad9927..96eb74d 100644
--- a/site/releases/spark-release-3-5-5.html
+++ b/site/releases/spark-release-3-5-5.html
@@ -216,6 +216,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -225,9 +228,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/releases/spark-release-3-5-6.html b/site/releases/spark-release-3-5-6.html
new file mode 100644
index 0000000..953630f
--- /dev/null
+++ b/site/releases/spark-release-3-5-6.html
@@ -0,0 +1,259 @@
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+<html lang="en">
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+  <div class="row mt-4">
+    <div class="col-12 col-md-9">
+      <h2>Spark Release 3.5.6</h2>
+
+
+<p>Spark 3.5.6 is the sixth maintenance release containing security and correctness fixes. This release is based on the branch-3.5 maintenance branch of Spark. We strongly recommend all 3.5 users to upgrade to this stable release.</p>
+
+<h3 id="notable-changes">Notable changes</h3>
+
+<ul>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51272">[SPARK-51272]</a>: Race condition in DagScheduler can result in failure of retrying all partitions for non deterministic partitioning key</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51821">[SPARK-51821]</a>: Possible deadlock in UninterruptibleThread</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51936">[SPARK-51936]</a>: ReplaceTableAsSelect should overwrite the new table instead of append</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51638">[SPARK-51638]</a>: Fetching the remote disk stored RDD blocks via the external shuffle service is not working</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51537">[SPARK-51537]</a>: Failed to run third-party Spark ML library on Spark Connect</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-49507">[SPARK-49507]</a>: Fix Expected only partition pruning predicates exception</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-45994">[SPARK-45994]</a>: Change description-file to description_file</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-50416">[SPARK-50416]</a>: load-spark-env.sh test for terminal or pipe broken / non-portable</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51281">[SPARK-51281]</a>: DataFrameWriterV2 should respect the path option</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51450">[SPARK-51450]</a>: BarrierCoordinator thread not exiting in Spark standalone mode</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-43221">[SPARK-43221]</a>: Host local block fetching should use a block status of a block stored on disk</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-48922">[SPARK-48922]</a>: Optimize complex type insertion performance</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51307">[SPARK-51307]</a>: locationUri in CatalogStorageFormat shall be decoded</li>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-51344">[SPARK-51344]</a>: Fix <code class="language-plaintext highlighter-rouge">ENV</code> key value format in <code class="language-plaintext highlighter-rouge">*.template</code></li>
+</ul>
+
+<h3 id="dependency-changes">Dependency changes</h3>
+
+<p>While being a maintenance release we did still upgrade some dependencies in this release they are:</p>
+<ul>
+  <li><a href="https://issues.apache.org/jira/browse/SPARK-52025">[SPARK-52025]</a>: Upgrade ORC to 1.9.6</li>
+</ul>
+
+<p>You can consult JIRA for the <a href="https://s.apache.org/spark-3.5.6">detailed changes</a>.</p>
+
+<p>We would like to acknowledge all community members for contributing patches to this release.</p>
+
+
+
+<p>
+<br/>
+<a href="/news/">Spark News Archive</a>
+</p>
+
+    </div>
+    <div class="col-12 col-md-3">
+      <div class="news" style="margin-bottom: 20px;">
+        <h5>Latest News</h5>
+        <ul class="list-unstyled">
+          
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
+          <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
+            <span class="small">(May 23, 2025)</span></li>
+          
+          <li><a href="/news/spark-3-5-5-released.html">Spark 3.5.5 released</a>
+            <span class="small">(Feb 27, 2025)</span></li>
+          
+          <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
+            <span class="small">(Dec 20, 2024)</span></li>
+          
+        </ul>
+        <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
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+</div>
+
+<script src="/js/jquery.js"></script>
+<script src="/js/bootstrap.bundle.min.js"></script>
+<script src="/js/lang-tabs.js"></script>
+<script src="/js/downloads.js"></script>
+</body>
+</html>
diff --git a/site/releases/spark-release-4-0-0.html b/site/releases/spark-release-4-0-0.html
index 80c19b0..14473ac 100644
--- a/site/releases/spark-release-4-0-0.html
+++ b/site/releases/spark-release-4-0-0.html
@@ -1792,6 +1792,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -1801,9 +1804,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/research.html b/site/research.html
index 71325c2..650dac6 100644
--- a/site/research.html
+++ b/site/research.html
@@ -217,6 +217,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -226,9 +229,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/screencasts/1-first-steps-with-spark.html b/site/screencasts/1-first-steps-with-spark.html
index 92677c3..b4ee871 100644
--- a/site/screencasts/1-first-steps-with-spark.html
+++ b/site/screencasts/1-first-steps-with-spark.html
@@ -179,6 +179,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -188,9 +191,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/screencasts/2-spark-documentation-overview.html b/site/screencasts/2-spark-documentation-overview.html
index 9cca568..21edbfb 100644
--- a/site/screencasts/2-spark-documentation-overview.html
+++ b/site/screencasts/2-spark-documentation-overview.html
@@ -179,6 +179,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -188,9 +191,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/screencasts/3-transformations-and-caching.html b/site/screencasts/3-transformations-and-caching.html
index dfe8bfb..5410f7e 100644
--- a/site/screencasts/3-transformations-and-caching.html
+++ b/site/screencasts/3-transformations-and-caching.html
@@ -175,6 +175,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -184,9 +187,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/screencasts/4-a-standalone-job-in-spark.html b/site/screencasts/4-a-standalone-job-in-spark.html
index 57cb4a8..5229e7e 100644
--- a/site/screencasts/4-a-standalone-job-in-spark.html
+++ b/site/screencasts/4-a-standalone-job-in-spark.html
@@ -173,6 +173,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -182,9 +185,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/screencasts/index.html b/site/screencasts/index.html
index bfa77e1..c6ed348 100644
--- a/site/screencasts/index.html
+++ b/site/screencasts/index.html
@@ -201,6 +201,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -210,9 +213,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/security.html b/site/security.html
index 56a4cfd..d6fcf95 100644
--- a/site/security.html
+++ b/site/security.html
@@ -707,6 +707,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -716,9 +719,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/sitemap.xml b/site/sitemap.xml
index 8551b5a..c6f881b 100644
--- a/site/sitemap.xml
+++ b/site/sitemap.xml
@@ -144,6 +144,10 @@
 </url>
 <!-- Auto-generate sitemap for rest of site content -->
 <url>
+  <loc>https://spark.apache.org/news/spark-3-5-6-released.html</loc>
+  <changefreq>weekly</changefreq>
+</url>
+<url>
   <loc>https://spark.apache.org/releases/spark-release-4-0-0.html</loc>
   <changefreq>weekly</changefreq>
 </url>
@@ -152,6 +156,10 @@
   <changefreq>weekly</changefreq>
 </url>
 <url>
+  <loc>https://spark.apache.org/releases/spark-release-3-5-6.html</loc>
+  <changefreq>weekly</changefreq>
+</url>
+<url>
   <loc>https://spark.apache.org/releases/spark-release-3-5-5.html</loc>
   <changefreq>weekly</changefreq>
 </url>
@@ -1105,27 +1113,19 @@
   <changefreq>weekly</changefreq>
 </url>
 <url>
-  <loc>https://spark.apache.org/news/</loc>
-  <changefreq>weekly</changefreq>
-</url>
-<url>
   <loc>https://spark.apache.org/spark-connect/</loc>
   <changefreq>weekly</changefreq>
 </url>
 <url>
-  <loc>https://spark.apache.org/graphx/</loc>
-  <changefreq>weekly</changefreq>
-</url>
-<url>
-  <loc>https://spark.apache.org/sql/</loc>
-  <changefreq>weekly</changefreq>
-</url>
-<url>
   <loc>https://spark.apache.org/pandas-on-spark/</loc>
   <changefreq>weekly</changefreq>
 </url>
 <url>
-  <loc>https://spark.apache.org/screencasts/</loc>
+  <loc>https://spark.apache.org/graphx/</loc>
+  <changefreq>weekly</changefreq>
+</url>
+<url>
+  <loc>https://spark.apache.org/mllib/</loc>
   <changefreq>weekly</changefreq>
 </url>
 <url>
@@ -1133,7 +1133,15 @@
   <changefreq>weekly</changefreq>
 </url>
 <url>
-  <loc>https://spark.apache.org/mllib/</loc>
+  <loc>https://spark.apache.org/news/</loc>
+  <changefreq>weekly</changefreq>
+</url>
+<url>
+  <loc>https://spark.apache.org/screencasts/</loc>
+  <changefreq>weekly</changefreq>
+</url>
+<url>
+  <loc>https://spark.apache.org/sql/</loc>
   <changefreq>weekly</changefreq>
 </url>
 <url>
diff --git a/site/spark-connect/index.html b/site/spark-connect/index.html
index a6455d3..0a9d153 100644
--- a/site/spark-connect/index.html
+++ b/site/spark-connect/index.html
@@ -305,6 +305,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -314,9 +317,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/sql/index.html b/site/sql/index.html
index 0b8b3b9..3d4de68 100644
--- a/site/sql/index.html
+++ b/site/sql/index.html
@@ -315,6 +315,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -324,9 +327,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/streaming/index.html b/site/streaming/index.html
index 163ec00..48edb6d 100644
--- a/site/streaming/index.html
+++ b/site/streaming/index.html
@@ -257,6 +257,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -266,9 +269,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/third-party-projects.html b/site/third-party-projects.html
index 3c651a8..b373c11 100644
--- a/site/third-party-projects.html
+++ b/site/third-party-projects.html
@@ -271,6 +271,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -280,9 +283,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/trademarks.html b/site/trademarks.html
index 195cc18..b708089 100644
--- a/site/trademarks.html
+++ b/site/trademarks.html
@@ -219,6 +219,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -228,9 +231,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>
diff --git a/site/versioning-policy.html b/site/versioning-policy.html
index f28ffaa..287e9bb 100644
--- a/site/versioning-policy.html
+++ b/site/versioning-policy.html
@@ -317,6 +317,9 @@
         <h5>Latest News</h5>
         <ul class="list-unstyled">
           
+          <li><a href="/news/spark-3-5-6-released.html">Spark 3.5.6 released</a>
+            <span class="small">(May 29, 2025)</span></li>
+          
           <li><a href="/news/spark-4-0-0-released.html">Spark 4.0.0 released</a>
             <span class="small">(May 23, 2025)</span></li>
           
@@ -326,9 +329,6 @@
           <li><a href="/news/spark-3-5-4-released.html">Spark 3.5.4 released</a>
             <span class="small">(Dec 20, 2024)</span></li>
           
-          <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a>
-            <span class="small">(Oct 27, 2024)</span></li>
-          
         </ul>
         <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
       </div>