diff --git a/tox.ini b/tox.ini
index 67e8e8a..9ae32f7 100644
--- a/tox.ini
+++ b/tox.ini
@@ -15,6 +15,13 @@ deps =
     pytest
     pytest-cov
     coverage
+# Unfortunately, tox does not allow separate installation flags for the project
+# dependencies and the test dependencies. When running tox, we want to install the
+# project dependencies with the --pre flag, so that we get the latest version of all
+# dependencies. We do the installation step ourselves for this reason.
+skip_install = true
+commands_pre =
+   pip install --pre -e .
 commands =
     pytest --basetemp="{envtmpdir}" {posargs:--color=yes --cov=dissect --cov-report=term-missing -v tests}
     coverage report