Fix black's Python target configuration

changelog.d/16187.misc

@@ -0,0 +1 @@
+Bump black version to 23.7.0.

pyproject.toml

@@ -35,7 +35,7 @@
         showcontent = true
 
 [tool.black]
-target-version = ['py37', 'py38', 'py39', 'py310']
+target-version = ['py38', 'py39', 'py310', 'py311']
 # black ignores everything in .gitignore by default, see
 # https://black.readthedocs.io/en/stable/usage_and_configuration/file_collection_and_discovery.html#gitignore
 # Use `extend-exclude` if you want to exclude something in addition to this.
@@ -306,9 +306,10 @@ all = [
 ]
 
 [tool.poetry.dev-dependencies]
-# We pin black so that our tests don't start failing on new releases.
+# We pin black via the lock file so that our tests don't start failing on new
+# releases. We use a >= comparison ro receive updates from dependabot.
 isort = ">=5.10.1"
-black = ">=22.3.0"
+black = ">=22.7.0"
 ruff = "0.0.277"
 
 # Typechecking