diff --git a/jenkins/cloudbees_build b/jenkins/cloudbees_build
index b3b4469..8e890e0 100644
--- a/jenkins/cloudbees_build
+++ b/jenkins/cloudbees_build
@@ -1,6 +1,9 @@
 # pvData C++ implementation
 # Jenkins @ Cloudbees build script
 #
+# Jenkins invokes scripts with the "-ex" option. So the build is considered a failure
+# if any of the commands exits with a non-zero exit code.
+#
 # Author: Ralph Lange <Ralph.Lange@gmx.de>
 # Copyright (C) 2013 Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
 # All rights reserved. Use is subject to license terms.
@@ -15,7 +18,9 @@ mkdir -p ${STUFF}
 cd ${STUFF}
 
 wget -nv https://openepics.ci.cloudbees.com/view/EPICS%20V3/job/Base-3.14.12.3_Build/lastSuccessfulBuild/artifact/baseR3.14.12.3.CB-dist.tar.gz
+wget -nv https://openepics.ci.cloudbees.com/view/Tools/job/Doxygen-1.8.3_Build/lastSuccessfulBuild/artifact/doxygen-1.8.3.CB-dist.tar.gz
 tar -xzf baseR3.14.12.3.CB-dist.tar.gz
+tar -xzf doxygen-1.8.3.CB-dist.tar.gz
 
 ###########################################
 # Build
@@ -25,14 +30,14 @@ cd ${WORKSPACE}
 export EPICS_BASE=${STUFF}
 export EPICS_HOST_ARCH=$(${EPICS_BASE}/startup/EpicsHostArch)
 export LD_LIBRARY_PATH=${EPICS_BASE}/lib/${EPICS_HOST_ARCH}
+export PATH=${STUFF}/bin:${PATH}
 
 cat > configure/RELEASE.local << EOF
 EPICS_BASE=${EPICS_BASE}
 EOF
 
 make distclean all
-# There's no doxygen on CB... (yet)
-#doxygen
+doxygen
 
 ###########################################
 # Test