diff --git a/gpu-operator/release-notes.rst b/gpu-operator/release-notes.rst
index afd2bf6de..1f5b399d1 100644
--- a/gpu-operator/release-notes.rst
+++ b/gpu-operator/release-notes.rst
@@ -23,9 +23,9 @@
 Release Notes
 *****************************************
 
-This document describes the new features, improvements, fixed and known issues for the NVIDIA GPU Operator.
+This document describes the new features, improvements, fixed issues, and known issues for the NVIDIA GPU Operator.
 
-See the :ref:`GPU Operator Component Matrix` for a list of software components and versions included in each release.
+Refer to the :ref:`GPU Operator Component Matrix` for a list of software components and versions included in each release.
 
 .. note::
 
@@ -33,6 +33,18 @@ See the :ref:`GPU Operator Component Matrix` for a list of software components a
 
 ----
 
+.. _v25.3.4:
+
+25.3.4
+======
+
+Fixed Issues
+------------
+
+* Fixed an issue where the GPU Operator failed to render the nvidia-container-toolkit DaemonSet correctly when a custom value for ``CONTAINERD_SOCKET`` was provided as input.
+  Specifically, the hostPath volumes were not included in the DaemonSet.
+  Refer to GitHub issue https://github.com/NVIDIA/gpu-operator/issues/1694 for more details.
+
 .. _v25.3.3:
 
 25.3.3
diff --git a/gpu-operator/versions.json b/gpu-operator/versions.json
index b033883fe..eb9ca1765 100644
--- a/gpu-operator/versions.json
+++ b/gpu-operator/versions.json
@@ -1,7 +1,10 @@
 {
-    "latest": "25.3.3",
+    "latest": "25.3.4",
     "versions":
     [
+        {
+            "version": "25.3.4"
+        },
         {
             "version": "25.3.3"
         },
@@ -16,9 +19,6 @@
         },
         {
             "version": "24.9.2"
-        },
-        {
-            "version": "24.9.1"
         }
     ]
 }
diff --git a/gpu-operator/versions1.json b/gpu-operator/versions1.json
index 33d939b27..b1673edb6 100644
--- a/gpu-operator/versions1.json
+++ b/gpu-operator/versions1.json
@@ -1,6 +1,10 @@
 [
   {
     "preferred": "true",
+    "url": "../25.3.4",
+    "version": "25.3.4"
+  }, 
+  {
     "url": "../25.3.3",
     "version": "25.3.3"
   }, 
@@ -19,9 +23,5 @@
   {
     "url": "../24.9.2",
     "version": "24.9.2"
-  },
-  {
-    "url": "../24.9.1",
-    "version": "24.9.1"
   }
 ]
diff --git a/repo.toml b/repo.toml
index 2ce711246..0761e2e73 100644
--- a/repo.toml
+++ b/repo.toml
@@ -166,8 +166,8 @@ output_format = "linkcheck"
 docs_root = "${root}/gpu-operator"
 project = "gpu-operator"
 name = "NVIDIA GPU Operator"
-version = "25.3.3"
-source_substitutions = { version = "v25.3.3", recommended = "580.82.07" }
+version = "25.3.4"
+source_substitutions = { version = "v25.3.4", recommended = "580.82.07" }
 copyright_start = 2020
 sphinx_exclude_patterns = [
   "life-cycle-policy.rst",