diff --git a/dib/ironic-python-agent-ramdisk/cleanup.d/99-ramdisk-create b/dib/ironic-python-agent-ramdisk/cleanup.d/99-ramdisk-create
index a868d4d..393040d 100755
--- a/dib/ironic-python-agent-ramdisk/cleanup.d/99-ramdisk-create
+++ b/dib/ironic-python-agent-ramdisk/cleanup.d/99-ramdisk-create
@@ -38,6 +38,7 @@ sudo find . -xdev \
     -path './usr/lib/locale/*' -prune -o \
     -path './usr/share/doc/*' -prune -o \
     -path './usr/share/man/*' -prune -o \
+    -path './usr/share/GeoIP/*' -prune -o \
     -path './usr/share/info/*' -prune -o \
     -path './usr/share/licenses/*' -prune -o \
     -path './usr/share/locale/*' -prune -o \
diff --git a/dib/ironic-python-agent-ramdisk/post-install.d/99-remove-extra-packages b/dib/ironic-python-agent-ramdisk/post-install.d/99-remove-extra-packages
index 629b6c0..bc5f597 100755
--- a/dib/ironic-python-agent-ramdisk/post-install.d/99-remove-extra-packages
+++ b/dib/ironic-python-agent-ramdisk/post-install.d/99-remove-extra-packages
@@ -11,6 +11,7 @@ rm -rf /tmp/ironic-python-agent
 # TODO(dtantsur): implement the same for debian-based systems
 case "$DISTRO_NAME" in
     fedora|centos|centos7|rhel|rhel7)
+        ${YUM:-yum} remove -y postfix gcc make
         ${YUM:-yum} clean all
         # Rebuilding the rpm database after removing packages will reduce
         # its size