diff --git a/.github/workflows/python-tests.yaml b/.github/workflows/python-tests.yaml
index f013214b47cf..5ff1f4f02b7d 100644
--- a/.github/workflows/python-tests.yaml
+++ b/.github/workflows/python-tests.yaml
@@ -64,7 +64,7 @@ jobs:
             lower-bound-requirements: true
 
           # Include Docker image builds on the service test run, and disallow the test
-          # suite from building images automaticlly in fixtures
+          # suite from building images automatically in fixtures
           - pytest-options: "--only-services"
             build-docker-images: true
 
diff --git a/.stoat/comment.hbs b/.stoat/comment.hbs
new file mode 100644
index 000000000000..33f773dc2233
--- /dev/null
+++ b/.stoat/comment.hbs
@@ -0,0 +1,10 @@
+### Pip Freeze Diffs
+
+<table>
+  <tr>
+    <th></th>
+    <th><img alt="Postgres 13" src="https://shields.io/badge/postgres-13-white?labelColor=4169E1&logo=postgresql&logoColor=white&style=plastic" /></th>
+    <th><img alt="Postgres 14" src="https://shields.io/badge/postgres-14-white?labelColor=4169E1&logo=postgresql&logoColor=white&style=plastic" /></th>
+    <th><img alt="Sqlite 3" src="https://shields.io/badge/sqlite-3-white?labelColor=003B57&logo=sqlite&logoColor=white&style=plastic" /></th>
+  </tr>
+  <tr><td><img alt="Python 3.7" src="https://shields.io/badge/3.7-white?labelColor=3776AB&logo=python&logoColor=white&style=plastic" /></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest={{ metadata.github.pull_request }}&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjEzLCBsb3dlci1ib3VuZC1yZXF1aXJlbWVudHM6IHRydWUsIG9zOiB1YnVudHUtbGF0ZXN0LCBweXRlc3Qtb3B0aW9uczogLS1leGNsdWRlLXNlcnZpY2VzLCBweXRob24tdmVyc2lvbjogMy43">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjE0LCBsb3dlci1ib3VuZC1yZXF1aXJlbWVudHM6IHRydWUsIG9zOiB1YnVudHUtbGF0ZXN0LCBweXRlc3Qtb3B0aW9uczogLS1leGNsdWRlLXNlcnZpY2VzLCBweXRob24tdmVyc2lvbjogMy43">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHNxbGl0ZSwgbG93ZXItYm91bmQtcmVxdWlyZW1lbnRzOiB0cnVlLCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuNw==">without services</a> &bull; <a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=YnVpbGQtZG9ja2VyLWltYWdlczogdHJ1ZSwgZGF0YWJhc2U6IHNxbGl0ZSwgbG93ZXItYm91bmQtcmVxdWlyZW1lbnRzOiB0cnVlLCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tb25seS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuNw==">with services</a></td></tr><tr><td><img alt="Python 3.8" src="https://shields.io/badge/3.8-white?labelColor=3776AB&logo=python&logoColor=white&style=plastic" /></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjEzLCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuOA==">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjE0LCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuOA==">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLWV4Y2x1ZGUtc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjg=">without services</a> &bull; <a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=YnVpbGQtZG9ja2VyLWltYWdlczogdHJ1ZSwgZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLW9ubHktc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjg=">with services</a></td></tr><tr><td><img alt="Python 3.9" src="https://shields.io/badge/3.9-white?labelColor=3776AB&logo=python&logoColor=white&style=plastic" /></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjEzLCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuOQ==">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjE0LCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuOQ==">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLWV4Y2x1ZGUtc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjk=">without services</a> &bull; <a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=YnVpbGQtZG9ja2VyLWltYWdlczogdHJ1ZSwgZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLW9ubHktc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjk=">with services</a></td></tr><tr><td><img alt="Python 3.10" src="https://shields.io/badge/3.10-white?labelColor=3776AB&logo=python&logoColor=white&style=plastic" /></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjEzLCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuMTA=">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjE0LCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuMTA=">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLWV4Y2x1ZGUtc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjEw">without services</a> &bull; <a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=YnVpbGQtZG9ja2VyLWltYWdlczogdHJ1ZSwgZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLW9ubHktc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjEw">with services</a></td></tr><tr><td><img alt="Python 3.11" src="https://shields.io/badge/3.11-white?labelColor=3776AB&logo=python&logoColor=white&style=plastic" /></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjEzLCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuMTE=">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHBvc3RncmVzOjE0LCBvczogdWJ1bnR1LWxhdGVzdCwgcHl0ZXN0LW9wdGlvbnM6IC0tZXhjbHVkZS1zZXJ2aWNlcywgcHl0aG9uLXZlcnNpb246IDMuMTE=">without services</a></td><td><a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=ZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLWV4Y2x1ZGUtc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjEx">without services</a> &bull; <a href="https://stoat.dev/diffs/github?ghOwner=stoat-dev&ghRepo=prefect&ghBranch={{ metadata.github.branch }}&ghPullRequest=3&ghDefaultBranch=main&files=pip_freeze&variant=YnVpbGQtZG9ja2VyLWltYWdlczogdHJ1ZSwgZGF0YWJhc2U6IHNxbGl0ZSwgb3M6IHVidW50dS1sYXRlc3QsIHB5dGVzdC1vcHRpb25zOiAtLW9ubHktc2VydmljZXMsIHB5dGhvbi12ZXJzaW9uOiAzLjEx">with services</a></td></tr></table>
diff --git a/.stoat/config.yaml b/.stoat/config.yaml
index 6d57473838b3..a8be2566d6e1 100644
--- a/.stoat/config.yaml
+++ b/.stoat/config.yaml
@@ -1,6 +1,7 @@
 ---
 version: 1
 enabled: true
+comment_template_file: ".stoat/comment.hbs"
 plugins:
   job_runtime:
     enabled: true