diff --git a/.codespell-exclude-file b/.codespell-exclude-file
deleted file mode 100644
index 8d79f200..00000000
--- a/.codespell-exclude-file
+++ /dev/null
@@ -1,2 +0,0 @@
-astroid == 2.2.5
-- A. Hart (@jtelcontar)
diff --git a/.codespell-exclude-words b/.codespell-exclude-words
new file mode 100644
index 00000000..85dc2b77
--- /dev/null
+++ b/.codespell-exclude-words
@@ -0,0 +1,3 @@
+astroid
+hart
+brin
diff --git a/.codespellrc b/.codespellrc
index af41832b..0c61c0b6 100644
--- a/.codespellrc
+++ b/.codespellrc
@@ -1,2 +1,2 @@
 [codespell]
-exclude-file = .codespell-exclude-file
+ignore-words = .codespell-exclude-words
diff --git a/README.md b/README.md
index b4d8f412..c5c4cb23 100644
--- a/README.md
+++ b/README.md
@@ -159,7 +159,7 @@ collections:
   - name: community.postgresql
 ```
 
-You can also download the tarball from [Ansible Galaxy](https://galaxy.ansible.com/community/postgresql) and install the collection manually wherever you need.
+You can also download the tarball from [Ansible Galaxy](https://galaxy.ansible.com/ui/repo/published/community/postgresql) and install the collection manually wherever you need.
 
 Note that if you install the collection from Ansible Galaxy with the command-line tool or tarball, it will not be upgraded automatically when you upgrade the Ansible package. To upgrade the collection to the latest available version, run the following command: