diff --git a/RELEASE_NOTES.rst b/RELEASE_NOTES.rst
index b5121c601971d..b379dd81e4023 100644
--- a/RELEASE_NOTES.rst
+++ b/RELEASE_NOTES.rst
@@ -3521,6 +3521,7 @@ using ``pyproject.toml``. Airflow is now compliant with those accepted PEPs:
* `PEP-685 Comparison of extra names for optional distribution dependencies `__
Also we implement multiple license files support coming from Draft, not yet accepted (but supported by ``hatchling``) PEP:
+
* `PEP 639 Improving License Clarity with Better Package Metadata `__
This has almost no noticeable impact on users if they are using modern Python packaging and development tools, generally
diff --git a/airflow-ctl/docs/installation/prerequisites.rst b/airflow-ctl/docs/installation/prerequisites.rst
index 6776c21ec3ce7..a155a8debd828 100644
--- a/airflow-ctl/docs/installation/prerequisites.rst
+++ b/airflow-ctl/docs/installation/prerequisites.rst
@@ -30,6 +30,7 @@ Keyring Backend
airflowctl uses keyring to store the API token securely. This ensures that the token is not stored in plain text and is only accessible to authorized users.
Recommended keyring backends are:
+
* `macOS Keychain `_
* `Freedesktop Secret Service `_ supports many DE including GNOME (requires `secretstorage `_)
* `KDE4 & KDE5 KWallet `_ (requires `dbus `_)
diff --git a/contributing-docs/17_architecture_diagrams.rst b/contributing-docs/17_architecture_diagrams.rst
index f82b2a2e0c9f6..f93b3d9d9fdc5 100644
--- a/contributing-docs/17_architecture_diagrams.rst
+++ b/contributing-docs/17_architecture_diagrams.rst
@@ -24,8 +24,9 @@ automatically updated when the code changes. The diagrams are generated using pr
static checks below) but they can also be generated manually by running the corresponding Python code.
To run the code you need to install the dependencies in the virtualenv you use to run it:
+
* ``pip install diagrams rich``. You need to have graphviz installed in your
-system (``brew install graphviz`` on macOS for example).
+ system (``brew install graphviz`` on macOS for example).
The source code of the diagrams are next to the generated diagram, the difference is that the source
code has ``.py`` extension and the generated diagram has ``.png`` extension. The prek hook ``generate-airflow-diagrams``
diff --git a/providers/google/docs/operators/cloud/compute_ssh.rst b/providers/google/docs/operators/cloud/compute_ssh.rst
index 82a8199c90e70..869dd00ad8fd4 100644
--- a/providers/google/docs/operators/cloud/compute_ssh.rst
+++ b/providers/google/docs/operators/cloud/compute_ssh.rst
@@ -64,5 +64,6 @@ More information
""""""""""""""""
See Google Compute Engine API documentation and Cloud OS Login API documentation
+
* `Google Cloud API Documentation `__
* `Google Cloud OS Login API Documentation `_.
diff --git a/providers/google/docs/operators/transfer/mssql_to_gcs.rst b/providers/google/docs/operators/transfer/mssql_to_gcs.rst
index f11e970016d49..788f93bcec107 100644
--- a/providers/google/docs/operators/transfer/mssql_to_gcs.rst
+++ b/providers/google/docs/operators/transfer/mssql_to_gcs.rst
@@ -46,5 +46,6 @@ Reference
---------
For further information, look at:
+
* `Microsoft SQL Server Documentation `__
* `Google Cloud Storage Documentation `__
diff --git a/providers/google/docs/operators/transfer/mysql_to_gcs.rst b/providers/google/docs/operators/transfer/mysql_to_gcs.rst
index f5bdfca94fd5c..1e5ff9686b6a6 100644
--- a/providers/google/docs/operators/transfer/mysql_to_gcs.rst
+++ b/providers/google/docs/operators/transfer/mysql_to_gcs.rst
@@ -49,5 +49,6 @@ Reference
---------
For further information, look at:
+
* `MySQL Documentation `__
* `Google Cloud Storage Documentation `__
diff --git a/providers/google/docs/operators/transfer/oracle_to_gcs.rst b/providers/google/docs/operators/transfer/oracle_to_gcs.rst
index 62c6fb8fdaba8..1870fe17954e4 100644
--- a/providers/google/docs/operators/transfer/oracle_to_gcs.rst
+++ b/providers/google/docs/operators/transfer/oracle_to_gcs.rst
@@ -49,5 +49,6 @@ Reference
---------
For further information, look at:
+
* `oracledb Documentation `__
* `Google Cloud Storage Documentation `__
diff --git a/providers/google/docs/operators/transfer/postgres_to_gcs.rst b/providers/google/docs/operators/transfer/postgres_to_gcs.rst
index 76df2189006ea..f398e27249937 100644
--- a/providers/google/docs/operators/transfer/postgres_to_gcs.rst
+++ b/providers/google/docs/operators/transfer/postgres_to_gcs.rst
@@ -49,4 +49,5 @@ Reference
---------
For further information, look at:
+
* `Google Cloud Storage Documentation `__
diff --git a/reproducible_build.yaml b/reproducible_build.yaml
index 0ae31893c08e8..3491e6b720830 100644
--- a/reproducible_build.yaml
+++ b/reproducible_build.yaml
@@ -1,2 +1,2 @@
-release-notes-hash: c75fd3d515f4f98b2bfe7e7de34dd4c6
-source-date-epoch: 1763195195
+release-notes-hash: 432ad22f4ad3cfecdb41fcbb83162ae6
+source-date-epoch: 1764223516