diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..58865cf
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,6 @@
+version: 2
+updates:
+  - package-ecosystem: github-actions
+    directory: /
+    schedule:
+      interval: "weekly"
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
new file mode 100644
index 0000000..6c2fff8
--- /dev/null
+++ b/.github/workflows/wheels.yml
@@ -0,0 +1,45 @@
+name: Build wheels and upload to PyPI
+
+on: [push, pull_request]
+
+jobs:
+
+  build_dist:
+    name: Build source distribution
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+
+      - uses: actions/setup-python@v4
+        name: Install Python
+        with:
+          python-version: '3.X'
+
+      - name: Build sdist and wheel
+        run: |
+          python -m pip install wheel
+          python setup.py sdist bdist_wheel
+
+      - uses: actions/upload-artifact@v3
+        with:
+          path: dist/*
+          retention-days: 1
+
+  upload_pypi:
+    needs: [build_dist]
+    runs-on: ubuntu-latest
+    # upload to PyPI on every tag starting with 'v'
+    if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags/v')
+    # alternatively, to publish when a GitHub Release is created, use the following rule:
+    # if: github.event_name == 'release' && github.event.action == 'published'
+    steps:
+      - uses: actions/download-artifact@v3
+        with:
+          name: artifact
+          path: dist
+
+      - uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_API_TOKEN }}
+          # To test: repository_url: https://test.pypi.org/legacy/
diff --git a/README.md b/README.md
deleted file mode 100644
index 8fae716..0000000
--- a/README.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# pspipe_utils
-
-[![Testing](https://github.com/simonsobs/pspipe_utils/actions/workflows/testing.yml/badge.svg)](https://github.com/simonsobs/pspipe_utils/actions/workflows/testing.yml)
-[![codecov](https://codecov.io/gh/simonsobs/pspipe_utils/branch/main/graph/badge.svg?token=IVHHH73BI7)](https://codecov.io/gh/simonsobs/pspipe_utils)
-
-Useful functions for PSpipe, the  Simons Obs and ACT CMB power spectrum pipeline.
diff --git a/README.rst b/README.rst
new file mode 100644
index 0000000..07337ba
--- /dev/null
+++ b/README.rst
@@ -0,0 +1,40 @@
+================
+PSpipe utilities
+================
+
+Useful functions for ``PSpipe``, the Simons Observatory and ACT CMB power spectrum pipeline.
+
+.. image:: https://img.shields.io/pypi/v/pspipe_utils.svg?style=flat
+   :target: https://pypi.python.org/pypi/pspipe_utils
+
+.. image:: https://img.shields.io/github/actions/workflow/status/simonsobs/pspipe_utils/testing.yml?branch=main
+   :target: https://github.com/simonsobs/pspipe_utils/actions
+
+.. image:: https://codecov.io/gh/simonsobs/pspipe_utils/branch/main/graph/badge.svg?token=IVHHH73BI7
+   :target: https://codecov.io/gh/simonsobs/pspipe_utils
+
+
+Installing the code
+-------------------
+
+The easiest way to install and to use ``pspipe_utils`` likelihood is *via* ``pip``
+
+.. code:: shell
+
+    pip install pspipe_utils
+
+If you want to dig into the code, you'd better clone this repository to some location
+
+.. code:: shell
+
+    git clone https://github.com/simonsobs/pspipe_utils.git /where/to/clone
+
+Then you can install the ``pspipe_utils`` suite and its dependencies *via*
+
+.. code:: shell
+
+    pip install -e /where/to/clone
+
+The ``-e`` option allow the developer to make changes within the ``pspipe_utils`` directory without
+having to reinstall at every changes. If you plan to just use the utilities suite and do not develop
+it, you can remove the ``-e`` option.
diff --git a/setup.py b/setup.py
index 132b529..660415f 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 import versioneer
 
-with open("README.md") as readme_file:
+with open("README.rst") as readme_file:
     readme = readme_file.read()
 
 setup(
@@ -11,7 +11,7 @@
     cmdclass=versioneer.get_cmdclass(),
     description="SO pipeline utilities",
     long_description=readme,
-    long_description_content_type="text/markdown",
+    long_description_content_type="text/x-rst",
     packages=find_packages(),
     python_requires=">=3.5",
     install_requires=[