diff --git a/.circleci/config.yml b/.circleci/config.yml
index 79d895ce..2fcbde38 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -3,6 +3,7 @@
 version: 2.1
 orbs:
   slack: circleci/slack@4.4.2
+  gh: circleci/github-cli@2.1.0
 
 jobs:
   build_test:
@@ -90,14 +91,24 @@ jobs:
           name: Build
           command: | # install env dependencies
             poetry build
-      - run:
-          name: Publish to PyPI
+            # Output changelog
+            PKG_VERSION=$(sed -n 's/^version = //p' pyproject.toml | sed -e 's/^"//' -e 's/"$//')
+            poetry run python scripts/print_version_changelog.py > ./version_changelog.md
+#      - run:
+#          name: Publish to PyPI
+#          command: |
+#            if test -z "${PYPI_USERNAME}" || test -z "${PYPI_PASSWORD}" ; then
+#                echo "ERROR: Please assign PYPI_USERNAME and PYPI_PASSWORD as environment variables"
+#                exit 1
+#            fi
+#            poetry publish --username=$PYPI_USERNAME --password=$PYPI_PASSWORD
+      - gh/release:
+          name: Publish Github Release
           command: |
-            if test -z "${PYPI_USERNAME}" || test -z "${PYPI_PASSWORD}" ; then
-                echo "ERROR: Please assign PYPI_USERNAME and PYPI_PASSWORD as environment variables"
-                exit 1
-            fi
-            poetry publish --username=$PYPI_USERNAME --password=$PYPI_PASSWORD
+            echo $GITHUB_WRITE_TOKEN | gh auth login --with-token
+            gh release create v$PKG_VERSION dist/* -F ./version_changelog.md
+            
+
 workflows:
   nightly_build_test:
     triggers:
diff --git a/scripts/print_version_changelog.py b/scripts/print_version_changelog.py
new file mode 100644
index 00000000..4e090675
--- /dev/null
+++ b/scripts/print_version_changelog.py
@@ -0,0 +1,48 @@
+import os.path
+
+import click
+
+
+def is_release_head(line):
+    if line.startswith("## ["):
+        return True
+    else:
+        return False
+
+
+def check_if_start_of_line_factory(version):
+    if version is None:
+        return lambda line: is_release_head(line)
+    else:
+        return lambda line: is_release_head(line) and version in line
+
+
+@click.command("find-version")
+@click.option(
+    "--version", help="Target version to output, if none, the topmost"
+)
+@click.option(
+    "--changelog-path",
+    default="./CHANGELOG.md",
+    help="Path to changelog, defaults to ./CHANGELOG.md (works if you run it from root of repo)",
+)
+def find_version_changelog(version, changelog_path):
+    target_changes = []
+    in_version = False
+    is_start_of_version = check_if_start_of_line_factory(version)
+    with open(os.path.expanduser(changelog_path), "r") as ch_file:
+        content = ch_file.read()
+        for line in content.splitlines():
+            if is_release_head(line) and in_version:
+                break
+            elif is_start_of_version(line):
+                in_version = True
+            if in_version:
+                target_changes.append(line)
+
+    changes = "\n".join(target_changes)
+    click.echo(changes)
+
+
+if __name__ == "__main__":
+    find_version_changelog()