diff --git a/.chglog/CHANGELOG.tpl.md b/.chglog/CHANGELOG.tpl.md
new file mode 100755
index 0000000..95a8415
--- /dev/null
+++ b/.chglog/CHANGELOG.tpl.md
@@ -0,0 +1,23 @@
+# Changelog
+
+{{ range .Versions -}}
+## {{ if .Tag.Previous }}[{{ .Tag.Name }}]({{ $.Info.RepositoryURL }}/compare/{{ .Tag.Previous.Name }}...{{ .Tag.Name }}){{ else }}{{ .Tag.Name }}{{ end }} ({{ datetime "2006-01-02" .Tag.Date }})
+
+{{ range .CommitGroups -}}
+### {{ .Title }}
+
+{{ range .Commits -}}
+- {{ if .Scope }}**{{ .Scope }}:** {{ end }}{{ .Subject }}
+{{ end }}
+{{ end -}}
+
+{{- if .NoteGroups -}}
+{{ range .NoteGroups -}}
+### {{ .Title }}
+
+{{ range .Notes }}
+{{ .Body }}
+{{ end }}
+{{ end -}}
+{{ end -}}
+{{ end -}}
diff --git a/.chglog/config.yml b/.chglog/config.yml
new file mode 100755
index 0000000..0c7f5f2
--- /dev/null
+++ b/.chglog/config.yml
@@ -0,0 +1,25 @@
+style: github
+template: CHANGELOG.tpl.md
+info:
+  title: CHANGELOG
+  repository_url: https://github.com/thegeeklab/docker-autotag
+options:
+  commit_groups:
+    title_maps:
+      feat: Features
+      fix: Bug Fixes
+      perf: Performance Improvements
+      refactor: Code Refactoring
+      chore: Others
+      test: Testing
+      ci: CI Pipeline
+      docs: Documentation
+  header:
+    pattern: "^(\\w*)(?:\\(([\\w\\$\\.\\-\\*\\s]*)\\))?\\:\\s(.*)$"
+    pattern_maps:
+      - Type
+      - Scope
+      - Subject
+  notes:
+    keywords:
+      - BREAKING CHANGE
diff --git a/.drone.jsonnet b/.drone.jsonnet
index 401f18a..e4e9af0 100644
--- a/.drone.jsonnet
+++ b/.drone.jsonnet
@@ -141,6 +141,15 @@ local PipelineBuildPackage = {
         'cd dist/ && sha256sum * > ../sha256sum.txt',
       ],
     },
+    {
+      name: 'changelog',
+      image: 'thegeeklab/git-chglog',
+      commands: [
+        'git fetch -tq',
+        'git-chglog --no-color --no-emoji ${DRONE_TAG:---next-tag unreleased unreleased}',
+        'git-chglog --no-color --no-emoji -o CHANGELOG.md ${DRONE_TAG:---next-tag unreleased unreleased}',
+      ],
+    },
     {
       name: 'publish-github',
       image: 'plugins/github-release',
diff --git a/.drone.yml b/.drone.yml
index 1040768..171cc60 100644
--- a/.drone.yml
+++ b/.drone.yml
@@ -160,6 +160,13 @@ steps:
   commands:
   - cd dist/ && sha256sum * > ../sha256sum.txt
 
+- name: changelog
+  image: thegeeklab/git-chglog
+  commands:
+  - git fetch -tq
+  - git-chglog --no-color --no-emoji ${DRONE_TAG:---next-tag unreleased unreleased}
+  - git-chglog --no-color --no-emoji -o CHANGELOG.md ${DRONE_TAG:---next-tag unreleased unreleased}
+
 - name: publish-github
   image: plugins/github-release
   settings:
@@ -533,6 +540,6 @@ depends_on:
 
 ---
 kind: signature
-hmac: beed171bec75be9d39412efd41a88562d2f30ffcc4b3783821c40dcce2128d32
+hmac: 4f13a27058219c5fe3962fa2d0e77a27f0bc7ebe6b87f76df53f889764e10a66
 
 ...
diff --git a/.gitignore b/.gitignore
index 620329a..b238ef5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -101,3 +101,6 @@ env*/
 .pytest_cache
 
 pip-wheel-metadata
+
+# Misc
+CHANGELOG.md
diff --git a/CHANGELOG.md b/CHANGELOG.md
deleted file mode 100644
index 0e69112..0000000
--- a/CHANGELOG.md
+++ /dev/null
@@ -1,20 +0,0 @@
-# Changelog
-
-## v0.2.0 (2021-01-03)
-
-### Docs
-
-- add contributing information
-
-### Others
-
-- migrate to poetry
-- replace master by main as default branch
-- **deps**: pin docker digests ([#4](https://github.com/thegeeklab/docker-autotag/issues/4))
-- **docker**: use standalone dockerfiles for multiarch
-- **docker**: switch to org.opencontainers image labels
-- use renovate preset config
-
-### Breaking Changes
-
-- drop Python 3.5 support