diff --git a/setup.cfg b/setup.cfg
index 61a548c..1e141bc 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -36,10 +36,9 @@ test =
     pifpaf[gnocchi]>=0.23
     gnocchi[postgresql,file]
     # FIXME: Remove these caps when aodh supports SQLAlchemy 2.0
-    SQLAlchemy-Utils<=0.38.3
-    sqlalchemy-migrate<=0.13.0
-    SQLAlchemy<=1.4.41
-    oslo.db<=12.3.1
+    SQLAlchemy-Utils<0.42.0
+    SQLAlchemy<1.5.0
+    oslo.db<14.2.0
     ;Disabled due to https://github.com/pypa/twine/issues/726
     ;aodh @ https://tarballs.openstack.org/aodh/aodh-master.tar.gz#egg=aodh[mysql]