diff --git a/.bumpversion.cfg b/.bumpversion.cfg
deleted file mode 100644
index 47b18896..00000000
--- a/.bumpversion.cfg
+++ /dev/null
@@ -1,8 +0,0 @@
-[bumpversion]
-current_version = 0.20.2
-commit = True
-tag = True
-
-[bumpversion:file:src/torchio/__init__.py]
-
-[bumpversion:file:pyproject.toml]
diff --git a/justfile b/justfile
index 5d6b4a86..e84636af 100644
--- a/justfile
+++ b/justfile
@@ -18,3 +18,9 @@ clean:
 setup: install_uv
     uv sync --all-extras --all-groups
     uv run pre-commit install
+
+bump part="patch":
+    uv run bump-my-version bump {{part}} --verbose
+
+bump-dry part='patch':
+    uv run bump-my-version bump {{part}} --dry-run --verbose --allow-dirty
diff --git a/pyproject.toml b/pyproject.toml
index 8eaf3311..95dc695a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -90,7 +90,7 @@ doc = [
     "sphinxext-opengraph",
 ]
 maintain = [
-    "bump2version",
+    "bump-my-version",
     "pre-commit-uv",
 ]
 test = [
@@ -105,6 +105,21 @@ test = [
     "types-deprecated",
 ]
 
+[tool.bumpversion]
+current_version = "0.20.2"
+commit = true
+tag = true
+
+[[tool.bumpversion.files]]
+filename = "src/torchio/__init__.py"
+search = "__version__ = '{current_version}'"
+replace = "__version__ = '{new_version}'"
+
+[[tool.bumpversion.files]]
+filename = "pyproject.toml"
+search = 'version = "{current_version}"'
+replace = 'version = "{new_version}"'
+
 [tool.mypy]
 pretty = true