diff --git a/platform/broadcom/docker-saiserver-brcm.mk b/platform/broadcom/docker-saiserver-brcm.mk
index f7684a7d5b76..2ee39c8600e8 100644
--- a/platform/broadcom/docker-saiserver-brcm.mk
+++ b/platform/broadcom/docker-saiserver-brcm.mk
@@ -2,7 +2,7 @@
 
 DOCKER_SAISERVER_BRCM = docker-saiserver$(SAITHRIFT_VER)-brcm.gz
 $(DOCKER_SAISERVER_BRCM)_PATH = $(PLATFORM_PATH)/docker-saiserver-brcm
-$(DOCKER_SAISERVER_BRCM)_DEPENDS += $(SAISERVER) $(SAISERVER_DBG)
+$(DOCKER_SAISERVER_BRCM)_DEPENDS += $(SAISERVER)
 $(DOCKER_SAISERVER_BRCM)_FILES += $(DSSERVE) $(BCMCMD)
 $(DOCKER_SAISERVER_BRCM)_LOAD_DOCKERS += $(DOCKER_CONFIG_ENGINE_BULLSEYE)
 SONIC_DOCKER_IMAGES += $(DOCKER_SAISERVER_BRCM)
diff --git a/platform/broadcom/docker-syncd-brcm-rpc.mk b/platform/broadcom/docker-syncd-brcm-rpc.mk
index 40aba0cb8259..95810f1cb477 100644
--- a/platform/broadcom/docker-syncd-brcm-rpc.mk
+++ b/platform/broadcom/docker-syncd-brcm-rpc.mk
@@ -1,17 +1,8 @@
 # docker image for brcm syncd with rpc
 
-DOCKER_SYNCD_BRCM_RPC = docker-syncd-brcm-rpc$(SAITHRIFT_VER).gz
-DOCKER_SYNCD_BRCM_RPC_DBG = docker-syncd-brcm-rpc$(SAITHRIFT_VER)-$(DBG_IMAGE_MARK).gz
+DOCKER_SYNCD_BRCM_RPC = docker-syncd-brcm-rpc.gz
 $(DOCKER_SYNCD_BRCM_RPC)_PATH = $(PLATFORM_PATH)/docker-syncd-brcm-rpc
-
-
-#Support two different versions of thrift
-ifeq ($(SAITHRIFT_V2),y)
-$(DOCKER_SYNCD_BRCM_RPC)_DEPENDS += $(SYNCD_RPC) $(LIBTHRIFT_0_14_1) $(LIBTHRIFT_0_14_1_DEV) $(PYTHON3_THRIFT_0_14_1) $(THRIFT_0_14_1_COMPILER) $(PTF)
-else
 $(DOCKER_SYNCD_BRCM_RPC)_DEPENDS += $(SYNCD_RPC) $(LIBTHRIFT) $(PTF)
-endif
-
 ifeq ($(INSTALL_DEBUG_TOOLS), y)
 $(DOCKER_SYNCD_BRCM_RPC)_DEPENDS += $(SYNCD_RPC_DBG) \
                                     $(LIBSWSSCOMMON_DBG) \
@@ -19,21 +10,12 @@ $(DOCKER_SYNCD_BRCM_RPC)_DEPENDS += $(SYNCD_RPC_DBG) \
                                     $(LIBSAIREDIS_DBG)
 endif
 $(DOCKER_SYNCD_BRCM_RPC)_FILES += $(DSSERVE) $(BCMCMD) $(SUPERVISOR_PROC_EXIT_LISTENER_SCRIPT)
-
 $(DOCKER_SYNCD_BRCM_RPC)_LOAD_DOCKERS += $(DOCKER_SYNCD_BASE)
-$(DOCKER_SYNCD_BRCM_RPC)_DBG_DEPENDS += $($(DOCKER_CONFIG_ENGINE_BULLSEYE)_DBG_DEPENDS)
-$(DOCKER_SYNCD_BRCM_RPC)_DBG_IMAGE_PACKAGES = $($(DOCKER_CONFIG_ENGINE_BULLSEYE)_DBG_IMAGE_PACKAGES)
-
 SONIC_DOCKER_IMAGES += $(DOCKER_SYNCD_BRCM_RPC)
 ifeq ($(ENABLE_SYNCD_RPC),y)
 SONIC_INSTALL_DOCKER_IMAGES += $(DOCKER_SYNCD_BRCM_RPC)
 endif
 
-SONIC_DOCKER_DBG_IMAGES += $(DOCKER_SYNCD_BRCM_RPC_DBG)
-ifneq ($(ENABLE_SYNCD_RPC),y)
-SONIC_INSTALL_DOCKER_DBG_IMAGES += $(DOCKER_SYNCD_BRCM_RPC_DBG)
-endif
-
 $(DOCKER_SYNCD_BRCM_RPC)_CONTAINER_NAME = syncd
 $(DOCKER_SYNCD_BRCM_RPC)_VERSION = 1.0.0+rpc
 $(DOCKER_SYNCD_BRCM_RPC)_PACKAGE_NAME = syncd
@@ -42,9 +24,9 @@ $(DOCKER_SYNCD_BRCM_RPC)_RUN_OPT += -v /host/machine.conf:/etc/machine.conf
 $(DOCKER_SYNCD_BRCM_RPC)_RUN_OPT += -v /host/warmboot:/var/warmboot
 $(DOCKER_SYNCD_BRCM_RPC)_RUN_OPT += -v /var/run/docker-syncd:/var/run/sswsyncd
 $(DOCKER_SYNCD_BRCM_RPC)_RUN_OPT += -v /etc/sonic:/etc/sonic:ro
+
 $(DOCKER_SYNCD_BRCM_RPC)_BASE_IMAGE_FILES += bcmcmd:/usr/bin/bcmcmd
 $(DOCKER_SYNCD_BRCM_RPC)_BASE_IMAGE_FILES += bcmsh:/usr/bin/bcmsh
 $(DOCKER_SYNCD_BRCM_RPC)_MACHINE = broadcom
 
 SONIC_BULLSEYE_DOCKERS += $(DOCKER_SYNCD_BRCM_RPC)
-SONIC_BULLSEYE_DBG_DOCKERS += $(DOCKER_SYNCD_BRCM_RPC_DBG)
diff --git a/platform/broadcom/docker-syncd-brcm-rpc/Dockerfile.j2 b/platform/broadcom/docker-syncd-brcm-rpc/Dockerfile.j2
index d6583085e2e7..3517b037a40a 100644
--- a/platform/broadcom/docker-syncd-brcm-rpc/Dockerfile.j2
+++ b/platform/broadcom/docker-syncd-brcm-rpc/Dockerfile.j2
@@ -25,7 +25,6 @@ RUN apt-get update \
     cmake               \
     libqt5core5a        \
     libqt5network5      \
-    gdb                 \
     libboost-atomic1.74.0
 
 RUN dpkg_apt() { [ -f $1 ] && { dpkg -i $1 || apt-get -y install -f; } || return 1; } ; \
diff --git a/rules/syncd.mk b/rules/syncd.mk
index e62b2a66bc6c..225f7ec0574c 100644
--- a/rules/syncd.mk
+++ b/rules/syncd.mk
@@ -17,13 +17,7 @@ $(SYNCD_RPC)_RDEPENDS += $(LIBSAIREDIS) $(LIBSAIMETADATA)
 $(eval $(call add_derived_package,$(SYNCD),$(SYNCD_RPC)))
 
 # Inject libthrift build dependency for RPC build
-# Support two different versions of thrift
-ifeq ($(SAITHRIFT_V2),y)
-$(SYNCD)_DEPENDS += $(LIBTHRIFT_0_14_1_DEV)
-else
-$(SYNCD)_DEPENDS += $(LIBTHRIFT_DEV)
-endif
-$(SYNCD)_DEPENDS += $(LIBSWSSCOMMON_DEV)
+$(SYNCD)_DEPENDS += $(LIBSWSSCOMMON_DEV) $(LIBTHRIFT_DEV)
 $(SYNCD)_DPKG_TARGET = binary-syncd-rpc
 endif