diff --git a/.github/workflows/build-deb-cloudberry.yml b/.github/workflows/build-deb-cloudberry.yml
index 53b3c54e038..705e82ca87f 100644
--- a/.github/workflows/build-deb-cloudberry.yml
+++ b/.github/workflows/build-deb-cloudberry.yml
@@ -554,8 +554,15 @@ jobs:
               exit 1
             fi
 
-            ARCH="amd64"
-            CBDB_PKG_VERSION=${CBDB_VERSION}-${BUILD_NUMBER}-$(git --git-dir=.git rev-list HEAD --count).$(git --git-dir=.git rev-parse --short HEAD)
+            ARCH=$(dpkg --print-architecture)
+            # Detect OS distribution (e.g., ubuntu22.04, debian12)
+            if [ -f /etc/os-release ]; then
+              . /etc/os-release
+              OS_DISTRO=$(echo "${ID}${VERSION_ID}" | tr '[:upper:]' '[:lower:]')
+            else
+              OS_DISTRO="unknown"
+            fi
+            CBDB_PKG_VERSION=${CBDB_VERSION}-${BUILD_NUMBER}-${OS_DISTRO}
 
             echo "Produced artifacts"
             ls -l ../
diff --git a/devops/build/packaging/deb/build-deb.sh b/devops/build/packaging/deb/build-deb.sh
index 2e7312be53f..1f5aef2258a 100755
--- a/devops/build/packaging/deb/build-deb.sh
+++ b/devops/build/packaging/deb/build-deb.sh
@@ -124,7 +124,17 @@ if [ -z ${BUILD_USER+x} ]; then
   export BUILD_USER=github
 fi
 
-export CBDB_PKG_VERSION=${CBDB_FULL_VERSION}-${BUILD_NUMBER}-$(git --git-dir=.git rev-list HEAD --count).$(git --git-dir=.git rev-parse --short HEAD)
+# Detect OS distribution (e.g., ubuntu22.04, debian12)
+if [ -z ${OS_DISTRO+x} ]; then
+  if [ -f /etc/os-release ]; then
+    . /etc/os-release
+    OS_DISTRO=$(echo "${ID}${VERSION_ID}" | tr '[:upper:]' '[:lower:]')
+  else
+    OS_DISTRO="unknown"
+  fi
+fi
+
+export CBDB_PKG_VERSION=${CBDB_FULL_VERSION}-${BUILD_NUMBER}-${OS_DISTRO}
 
 # Check if required commands are available
 check_commands
diff --git a/devops/build/packaging/deb/ubuntu22.04/control b/devops/build/packaging/deb/ubuntu22.04/control
index 70e4eda77d3..4bc5d90b84d 100644
--- a/devops/build/packaging/deb/ubuntu22.04/control
+++ b/devops/build/packaging/deb/ubuntu22.04/control
@@ -43,7 +43,7 @@ Build-Depends: debhelper (>= 9),
 
 Package: apache-cloudberry-db-incubating
 Provides: apache-cloudberry-db
-Architecture: amd64
+Architecture: any
 Depends: curl,
     cgroup-tools,
     iputils-ping,
diff --git a/devops/build/packaging/deb/ubuntu22.04/rules b/devops/build/packaging/deb/ubuntu22.04/rules
index 6213985b48c..cb387d209e6 100755
--- a/devops/build/packaging/deb/ubuntu22.04/rules
+++ b/devops/build/packaging/deb/ubuntu22.04/rules
@@ -19,7 +19,7 @@ include /usr/share/dpkg/default.mk
 	dh $@ --parallel
 
 gpinstall:
-	make install
+	make install DESTDIR=${DEBIAN_DESTINATION} prefix=
 
 override_dh_auto_install: gpinstall
 	# the staging directory for creating a debian is NOT the right GPHOME.
@@ -43,7 +43,7 @@ override_dh_gencontrol:
 	dh_gencontrol -- -v${CBDB_PKG_VERSION} -p${PACKAGE_CBDB}
 
 override_dh_shlibdeps:
-	LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/lib/x86_64-linux-gnu/libfakeroot:${DEBIAN_DESTINATION}/lib dh_shlibdeps --dpkg-shlibdeps-params=--ignore-missing-info
+	LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/lib/$(DEB_HOST_MULTIARCH)/libfakeroot:${DEBIAN_DESTINATION}/lib dh_shlibdeps --dpkg-shlibdeps-params=--ignore-missing-info
 
 clean_dev_local:
 	rm -rf ${DEBIAN_DESTINATION}