diff --git a/tasks.py b/tasks.py
index d8a51226..24f91dba 100644
--- a/tasks.py
+++ b/tasks.py
@@ -118,50 +118,6 @@ def linkcheck(ctx, rebuild=False):
     ctx.run("sphinx-build {} -b linkcheck docs dist/docs".format(opts))
 
 
-@invoke.task(
-    help={
-        "docs": "True to clean up generated documentation, otherwise False",
-        "bytecode": "True to clean up compiled python files, otherwise False.",
-        "builds": "True to clean up build/packaging artifacts, otherwise False.",
-    }
-)
-def clean(ctx, docs=True, bytecode=True, builds=True, ghuser=True):
-    """Cleans the local copy from compiled artifacts."""
-
-    with chdir(ctx.base_folder):
-        if builds:
-            ctx.run("python setup.py clean")
-
-        if bytecode:
-            for root, dirs, files in os.walk(ctx.base_folder):
-                for f in files:
-                    if f.endswith(".pyc"):
-                        os.remove(os.path.join(root, f))
-                if ".git" in dirs:
-                    dirs.remove(".git")
-
-        folders = []
-
-        if docs:
-            folders.append("docs/api/generated")
-
-        folders.append("dist/")
-
-        if bytecode:
-            for t in ("src", "tests"):
-                folders.extend(glob.glob("{}/**/__pycache__".format(t), recursive=True))
-
-        if builds:
-            folders.append("build/")
-            folders.extend(glob.glob("src/**/*.egg-info", recursive=False))
-
-        if ghuser and ctx.get("ghuser"):
-            folders.append(os.path.abspath(ctx.ghuser.target_dir))
-
-        for folder in folders:
-            shutil.rmtree(os.path.join(ctx.base_folder, folder), ignore_errors=True)
-
-
 @invoke.task(help={"release_type": "Type of release follows semver rules. Must be one of: major, minor, patch."})
 def release(ctx, release_type):
     """Releases the project in one swift command!"""
@@ -172,13 +128,13 @@ def release(ctx, release_type):
     ctx.run("invoke format")
 
     # Run checks
-    ctx.run("invoke check test")
+    ctx.run("invoke test")
 
     # Bump version and git tag it
-    ctx.run("bump2version %s --verbose" % release_type)
+    ctx.run("bump-my-version bump %s --verbose" % release_type)
 
     # Build project
-    ctx.run("python setup.py clean --all sdist bdist_wheel")
+    ctx.run("python -m build")
 
     # Prepare the change log for the next release
     prepare_changelog(ctx)
@@ -221,9 +177,9 @@ def prepare_changelog(ctx):
     tests.test,
     tests.testdocs,
     tests.testcodeblocks,
-    build.prepare_changelog,
+    prepare_changelog,
     clean,
-    build.release,
+    release,
     build.build_ghuser_components,
 )
 ns.configure(