diff --git a/.github/ISSUE_TEMPLATE/new-release.md b/.github/ISSUE_TEMPLATE/new-release.md
index d71979db4..430bb8abd 100644
--- a/.github/ISSUE_TEMPLATE/new-release.md
+++ b/.github/ISSUE_TEMPLATE/new-release.md
@@ -13,6 +13,8 @@ The new release version is **[VERSION]**
 
 Please complete these steps in order.
 
+- [ ] Update the top-level README.md with links to new modules (run `./docs/helpers/generate_readme_fragment.py`)
 - [ ] Update the version number in galaxy.yml e.g. `1.1.1`
 - [ ] Update the changelog with `antsibull-changelog` e.g. `antsibull-changelog release --version 1.1.1`
 - [ ] Tag the commit with the version number prefixed with 'v' e.g. `v1.1.1`
+- [ ] Deploy new documentation using gh-pages - "Deploy static content to Pages"
diff --git a/docs.requirements b/docs.requirements
index aa3d9f0bb..ad7364df9 100644
--- a/docs.requirements
+++ b/docs.requirements
@@ -2,3 +2,4 @@ Sphinx
 sphinx-rtd-theme
 ansible-doc-extractor
 # antsibull-docs
+antsibull-changelog
diff --git a/docs/helpers/generate_readme_fragment.py b/docs/helpers/generate_readme_fragment.py
index 3238ff12e..4e90a9730 100755
--- a/docs/helpers/generate_readme_fragment.py
+++ b/docs/helpers/generate_readme_fragment.py
@@ -20,6 +20,7 @@
 # URL with uploaded docs/build/html content
 DOCS_URL = "https://scalecomputing.github.io/HyperCoreAnsibleCollection"
 FQCN = "scale_computing.hypercore"
+README_FILE = "README.md"
 
 
 def list_plugins(module_type):
@@ -93,13 +94,27 @@ def list_roles():
     return fragment
 
 
-def print_fragment(fragment, fragment_name):
-    print(f"<!--start {fragment_name} list-->")
-    print(f"<!-- generated by {__file__.strip(os.getcwd()) + 'py'} -->")
-    print(f"| {fragment_name} | Description |")
-    print("| --- | --- |")
-    print(fragment.rstrip("\n"))
-    print(f"<!--end {fragment_name} list-->")
+def update_fragment(fragment, fragment_name):
+    fragment_no_newline = fragment.rstrip("\n")
+    header0 = f"<!--start {fragment_name} list-->"
+    header1 = f"<!--end {fragment_name} list-->"
+    full_fragment = f"""{header0}
+<!-- generated by {__file__.strip(os.getcwd()) + 'py'} -->
+| {fragment_name} | Description |
+| --- | --- |
+{fragment_no_newline}
+{header1}"""
+    # print(full_fragment)
+    with open(README_FILE, "r") as ff:
+        content = ff.read()
+        pos0 = content.find(header0)
+        pos1 = content.find(header1) + len(header1)
+        assert pos0 >= 0
+        assert pos1 >= 0
+        new_content = content[:pos0] + full_fragment + content[pos1:]
+    with open(README_FILE, "w") as ff:
+        ff.write(new_content)
+    logger.info("Fragment '%s' written to file", fragment_name)
 
 
 def main():
@@ -107,9 +122,9 @@ def main():
     inventories_fragment = list_plugins("inventory")
     roles_fragment = list_roles()
 
-    print_fragment(inventories_fragment, "Inventory plugin name")
-    print_fragment(modules_fragment, "Module name")
-    print_fragment(roles_fragment, "Role name")
+    update_fragment(inventories_fragment, "Inventory plugin name")
+    update_fragment(modules_fragment, "Module name")
+    update_fragment(roles_fragment, "Role name")
 
 
 if __name__ == "__main__":
diff --git a/galaxy.yml b/galaxy.yml
index c23381888..d80ce2fbd 100644
--- a/galaxy.yml
+++ b/galaxy.yml
@@ -1,7 +1,7 @@
 ---
 namespace: scale_computing
 name: hypercore
-version: 1.2.0
+version: 1.3.0-dev0
 readme: README.md
 authors:
   - XLAB Steampunk <steampunk@xlab.si>