diff --git a/gpu-operator/dra-intro-install.rst b/gpu-operator/dra-intro-install.rst
index 174dfeda4..032ae0263 100644
--- a/gpu-operator/dra-intro-install.rst
+++ b/gpu-operator/dra-intro-install.rst
@@ -291,8 +291,8 @@ The ``gpu.nvidia.com`` and ``mig.nvidia.com`` DeviceClasses are installed when G
 
 Additional validation steps are available in the upstream DRA Driver documentation:
 
-* `Validate setup for ComputeDomain allocation <https://github.com/kubernetes-sigs/dra-driver-nvidia-gpu/wiki/Validate-setup-for-ComputeDomain-allocation>`_
-* `Validate setup for GPU allocation <https://github.com/kubernetes-sigs/dra-driver-nvidia-gpu/wiki/Validate-setup-for-GPU-allocation>`_
+* `Validate setup for ComputeDomain allocation <https://dra-driver-nvidia-gpu.sigs.k8s.io/docs/install/#run-a-sample-computedomain-workload>`_
+* `Validate setup for GPU allocation <https://dra-driver-nvidia-gpu.sigs.k8s.io/docs/install/#run-a-sample-gpu-allocation-workload>`_
 
 .. _upgrade:
 
@@ -309,8 +309,8 @@ Without ``--set nameOverride=nvidia-dra-driver-gpu``, the upgrade creates new da
 .. important::
    After upgrading to v0.4.0, downgrading to v25.x is not supported.
 
-Upgrade from v25.x to v0.4.0
-****************************
+Upgrade from v25.x to v0.4.0 or later
+**************************************
 
 1. Apply the v${dra_version} CRDs for ComputeDomains and ComputeDomainsCliques before upgrading the Helm chart.
    Refer to the `v${dra_version} release page <https://github.com/kubernetes-sigs/dra-driver-nvidia-gpu/releases/tag/v${dra_version}>`__ for the CRD manifests.
diff --git a/repo.toml b/repo.toml
index b1b222048..4a6f48228 100644
--- a/repo.toml
+++ b/repo.toml
@@ -172,7 +172,7 @@ docs_root = "${root}/gpu-operator"
 project = "gpu-operator"
 name = "NVIDIA GPU Operator"
 version = "26.3"  # Update repo_docs.projects.openshift.version to match latest patch version maj.min.patch
-source_substitutions = { minor_version = "26.3", version = "v26.3.3", recommended = "580.126.20", dra_version = "0.4.0" }
+source_substitutions = { minor_version = "26.3", version = "v26.3.3", recommended = "580.126.20", dra_version = "0.4.1" }
 copyright_start = 2020
 sphinx_exclude_patterns = [
   "life-cycle-policy.rst",