diff --git a/.gitattributes b/.gitattributes
deleted file mode 100644
index 0d07aba0..00000000
--- a/.gitattributes
+++ /dev/null
@@ -1,2 +0,0 @@
-src/pytask/_version.py export-subst
-src/_pytask/_version.py export-subst
diff --git a/README.rst b/README.rst
index b01c5faa..c7043e7c 100644
--- a/README.rst
+++ b/README.rst
@@ -79,6 +79,14 @@ projects. Its features include:
 .. end-features
 
 
+New Features
+------------
+
+- Create a visualization of the DAG with ``pytask dag``. (`Tutorial
+  <https://pytask-dev.readthedocs.io/en/latest/tutorials/how_to_visualize_the_dag.html>`_)
+- Show a profile of all tasks (duration, size of products) with ``pytask profile``.
+
+
 Installation
 ------------
 
diff --git a/docs/changes.rst b/docs/changes.rst
index ea763d51..ca05a703 100644
--- a/docs/changes.rst
+++ b/docs/changes.rst
@@ -34,6 +34,7 @@ all releases are available on `PyPI <https://pypi.org/project/pytask>`_ and
   inside test functions using pytask.
 - :gh:`109` makes pytask require networkx>=2.4 since previous versions fail with Python
   3.9.
+- :gh:`110` adds a "New Features" section to the ``README.rst``.
 
 
 0.0.14 - 2021-03-23