diff --git a/dockerfiles/cd/builders/ng-monitoring/Dockerfile b/dockerfiles/cd/builders/ng-monitoring/Dockerfile
index 15f1630f..c254461c 100644
--- a/dockerfiles/cd/builders/ng-monitoring/Dockerfile
+++ b/dockerfiles/cd/builders/ng-monitoring/Dockerfile
@@ -19,7 +19,7 @@ RUN --mount=type=cache,target=/var/cache/dnf \
 
 # install golang toolchain
 # renovate: datasource=docker depName=golang
-ARG GOLANG_VERSION=1.23.2
+ARG GOLANG_VERSION=1.23.3
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL https://dl.google.com/go/go${GOLANG_VERSION}.linux-${ARCH}.tar.gz | tar -C /usr/local -xz
 ENV PATH /usr/local/go/bin/:$PATH
diff --git a/dockerfiles/cd/builders/skaffold-centos7.yaml b/dockerfiles/cd/builders/skaffold-centos7.yaml
index 234a4da5..ffd95ca1 100644
--- a/dockerfiles/cd/builders/skaffold-centos7.yaml
+++ b/dockerfiles/cd/builders/skaffold-centos7.yaml
@@ -52,7 +52,7 @@ profiles:
         path: /build/artifacts/0/docker/buildArgs
         value: &value-go1-23
           # renovate: datasource=docker depName=golang
-          GOLANG_VERSION: 1.23.2
+          GOLANG_VERSION: 1.23.3
       - op: add
         path: /build/artifacts/1/docker/buildArgs
         value: *value-go1-23
diff --git a/dockerfiles/cd/builders/skaffold.yaml b/dockerfiles/cd/builders/skaffold.yaml
index 2049a9a4..c9a498fb 100644
--- a/dockerfiles/cd/builders/skaffold.yaml
+++ b/dockerfiles/cd/builders/skaffold.yaml
@@ -58,7 +58,7 @@ profiles:
         path: /build/artifacts/0/docker/buildArgs
         value: &value-go1-23
           # renovate: datasource=docker depName=golang
-          GOLANG_VERSION: 1.23.2
+          GOLANG_VERSION: 1.23.3
       - op: add
         path: /build/artifacts/1/docker/buildArgs
         value: *value-go1-23
diff --git a/dockerfiles/cd/builders/tidb-dashboard/Dockerfile b/dockerfiles/cd/builders/tidb-dashboard/Dockerfile
index d6629296..ed7061d8 100644
--- a/dockerfiles/cd/builders/tidb-dashboard/Dockerfile
+++ b/dockerfiles/cd/builders/tidb-dashboard/Dockerfile
@@ -19,7 +19,7 @@ RUN --mount=type=cache,target=/var/cache/dnf \
 
 # install golang toolchain
 # renovate: datasource=docker depName=golang
-ARG GOLANG_VERSION=1.23.2
+ARG GOLANG_VERSION=1.23.3
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL https://dl.google.com/go/go${GOLANG_VERSION}.linux-${ARCH}.tar.gz | tar -C /usr/local -xz
 ENV PATH /usr/local/go/bin/:$PATH
diff --git a/dockerfiles/cd/builders/tidb-operator/Dockerfile b/dockerfiles/cd/builders/tidb-operator/Dockerfile
index 3ddd3863..ecf1a918 100644
--- a/dockerfiles/cd/builders/tidb-operator/Dockerfile
+++ b/dockerfiles/cd/builders/tidb-operator/Dockerfile
@@ -7,7 +7,7 @@
 #   - docker build -t tidb-operator -f Dockerfile ./tidb-operator
 
 ########### stage: builder
-ARG GOLANG_VERSION=1.23.2
+ARG GOLANG_VERSION=1.23.3
 FROM golang:${GOLANG_VERSION} as builder
 LABEL org.opencontainers.image.authors "wuhui.zuo@pingcap.com"
 LABEL org.opencontainers.image.description "binary builder for TiDB Operator"
diff --git a/dockerfiles/cd/builders/tidb/Dockerfile b/dockerfiles/cd/builders/tidb/Dockerfile
index df726b07..8a9e67f2 100644
--- a/dockerfiles/cd/builders/tidb/Dockerfile
+++ b/dockerfiles/cd/builders/tidb/Dockerfile
@@ -19,7 +19,7 @@ RUN --mount=type=cache,target=/var/cache/dnf \
 
 # install golang toolchain
 # renovate: datasource=docker depName=golang
-ARG GOLANG_VERSION=1.23.2
+ARG GOLANG_VERSION=1.23.3
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL https://dl.google.com/go/go${GOLANG_VERSION}.linux-${ARCH}.tar.gz | tar -C /usr/local -xz
 ENV PATH /usr/local/go/bin/:$PATH
diff --git a/dockerfiles/cd/builders/tiflash/Dockerfile b/dockerfiles/cd/builders/tiflash/Dockerfile
index e58d4b15..dd2643fb 100644
--- a/dockerfiles/cd/builders/tiflash/Dockerfile
+++ b/dockerfiles/cd/builders/tiflash/Dockerfile
@@ -42,10 +42,11 @@ ENV PATH="/opt/cmake/bin:/usr/local/bin/:${PATH}:/usr/local/go/bin:/root/.cargo/
 FROM builder as building
 
 ADD . /ws
-RUN CARGO_NET_GIT_FETCH_WITH_CLI=true /ws/release-centos7-llvm/scripts/build-release.sh
-RUN mkdir /ws/output && mv /ws/release-centos7-llvm/tiflash /ws/output/tiflash
+RUN CARGO_NET_GIT_FETCH_WITH_CLI=true /ws/release-linux-llvm/scripts/build-release.sh
+RUN mkdir /ws/output && mv /ws/release-linux-llvm/tiflash /ws/output/tiflash
 RUN /ws/output/tiflash/tiflash version
 
+
 ########### stage: Final image
 FROM ghcr.io/pingcap-qe/bases/tiflash-base:v1.9.2
 
diff --git a/dockerfiles/cd/builders/tiflash/centos7/Dockerfile b/dockerfiles/cd/builders/tiflash/centos7/Dockerfile
index b31a45ca..45c52d0f 100644
--- a/dockerfiles/cd/builders/tiflash/centos7/Dockerfile
+++ b/dockerfiles/cd/builders/tiflash/centos7/Dockerfile
@@ -16,7 +16,6 @@ LABEL org.opencontainers.image.authors "wuhui.zuo@pingcap.com"
 LABEL org.opencontainers.image.description "binary builder for TiFlash"
 LABEL org.opencontainers.image.source "https://github.com/PingCAP-QE/artifacts"
 
-# renovate: datasource=github-tags depName=pingcap/tiflash
 ARG TIFLASH_VER=v8.3.0
 RUN FILE=$([ "$(arch)" = "aarch64" ] && echo "bake_llvm_base_aarch64.sh" || echo "bake_llvm_base_amd64.sh"); \
     TAR_DIR="tiflash-$(echo $TIFLASH_VER | sed 's/v//')"; \
diff --git a/dockerfiles/cd/builders/tiflow/Dockerfile b/dockerfiles/cd/builders/tiflow/Dockerfile
index 89c3f1a8..cbc88b36 100644
--- a/dockerfiles/cd/builders/tiflow/Dockerfile
+++ b/dockerfiles/cd/builders/tiflow/Dockerfile
@@ -15,7 +15,7 @@ RUN --mount=type=cache,target=/var/cache/dnf \
 
 # install golang toolchain
 # renovate: datasource=docker depName=golang
-ARG GOLANG_VERSION=1.23.2
+ARG GOLANG_VERSION=1.23.3
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL https://dl.google.com/go/go${GOLANG_VERSION}.linux-${ARCH}.tar.gz | tar -C /usr/local -xz
 ENV PATH /usr/local/go/bin/:$PATH
diff --git a/dockerfiles/cd/utils/release/Dockerfile b/dockerfiles/cd/utils/release/Dockerfile
index 4fb8a056..bb703b94 100644
--- a/dockerfiles/cd/utils/release/Dockerfile
+++ b/dockerfiles/cd/utils/release/Dockerfile
@@ -9,7 +9,7 @@ LABEL org.opencontainers.image.source "https://github.com/PingCAP-QE/artifacts"
 RUN apk add --no-cache bash git jq yq uuidgen
 
 # install tools: gomplate
-COPY --from=hairyhenderson/gomplate:v4.1.0-alpine /bin/gomplate /usr/local/bin/gomplate
+COPY --from=hairyhenderson/gomplate:v4.2.0-alpine /bin/gomplate /usr/local/bin/gomplate
 
 # install tools: oras
 COPY --from=ghcr.io/oras-project/oras:v1.2.0 --chown=0:0 /bin/oras /usr/local/bin/oras
diff --git a/dockerfiles/ci/base/Dockerfile b/dockerfiles/ci/base/Dockerfile
index 85d333ab..663a1193 100644
--- a/dockerfiles/ci/base/Dockerfile
+++ b/dockerfiles/ci/base/Dockerfile
@@ -32,7 +32,7 @@ RUN if [ "$(arch)" = "x86_64" ]; then \
 
 # install golang toolchain
 # renovate: datasource=docker depName=golang
-ARG GOLANG_VERSION=1.23.2
+ARG GOLANG_VERSION=1.23.3
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL https://dl.google.com/go/go${GOLANG_VERSION}.linux-${ARCH}.tar.gz | tar -C /usr/local -xz
 ENV PATH /usr/local/go/bin/:$PATH
@@ -71,7 +71,7 @@ ENV PATH=$PATH:/opt/apache-maven-${MAVEN_VER}/bin
 
 #### install tools: bazelisk, codecov, oras
 # renovate: datasource=github-tags depName=bazelbuild/bazelisk
-ARG BAZELISK_VERSION=v1.22.1
+ARG BAZELISK_VERSION=v1.23.0
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL "https://github.com/bazelbuild/bazelisk/releases/download/${BAZELISK_VERSION}/bazelisk-${OS}-${ARCH}" -o /usr/local/bin/bazel && chmod +x /usr/local/bin/bazel
 
diff --git a/dockerfiles/ci/release-build-base/Dockerfile b/dockerfiles/ci/release-build-base/Dockerfile
index 8bbd8b86..e37e5fc6 100644
--- a/dockerfiles/ci/release-build-base/Dockerfile
+++ b/dockerfiles/ci/release-build-base/Dockerfile
@@ -55,7 +55,7 @@ RUN yum update --nogpgcheck -y && \
 
 ##### install golang toolchain
 # renovate: datasource=docker depName=golang
-ARG GOLANG_VERSION=1.23.2
+ARG GOLANG_VERSION=1.23.3
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL https://dl.google.com/go/go${GOLANG_VERSION}.linux-${ARCH}.tar.gz | tar -C /usr/local -xz
 ENV PATH /usr/local/go/bin/:$PATH
@@ -74,7 +74,7 @@ RUN npm install -g yarn pnpm
 
 ##### install tools: bazelisk, yq, oras
 # renovate: datasource=github-tags depName=bazelbuild/bazelisk
-ARG BAZELISK_VERSION=v1.22.1
+ARG BAZELISK_VERSION=v1.23.0
 RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
     curl -fsSL "https://github.com/bazelbuild/bazelisk/releases/download/${BAZELISK_VERSION}/bazelisk-${OS}-${ARCH}" -o /usr/local/bin/bazel && chmod +x /usr/local/bin/bazel
 
@@ -96,7 +96,7 @@ RUN OS=linux; ARCH=$([ "$(arch)" = "x86_64" ] && echo amd64 || echo arm64); \
 
 # go template tool
 # renovate: datasource=docker depName=hairyhenderson/gomplate
-COPY --from=hairyhenderson/gomplate:v4.1.0 /gomplate /usr/local/bin/gomplate
+COPY --from=hairyhenderson/gomplate:v4.2.0 /gomplate /usr/local/bin/gomplate
 
 # Set cmake3 as default cmake
 # renovate: datasource=github-tags depName=Kitware/CMake
diff --git a/dockerfiles/ci/skaffold.yaml b/dockerfiles/ci/skaffold.yaml
index 61aeebd6..e1ae1c4a 100644
--- a/dockerfiles/ci/skaffold.yaml
+++ b/dockerfiles/ci/skaffold.yaml
@@ -39,7 +39,7 @@ profiles:
         path: /build/artifacts/0/docker/buildArgs
         value: &value-go1-23
           # renovate: datasource=docker depName=golang
-          GOLANG_VERSION: 1.23.2
+          GOLANG_VERSION: 1.23.3
       - op: add
         path: /build/artifacts/0/docker/buildArgs
         value: *value-go1-23
diff --git a/packages/packages.yaml.tmpl b/packages/packages.yaml.tmpl
index 4499c280..1f06b286 100644
--- a/packages/packages.yaml.tmpl
+++ b/packages/packages.yaml.tmpl
@@ -1621,14 +1621,61 @@ components:
         - {{ .Release.version }}
     builders:
       - if: {{ semver.CheckConstraint ">= 8.4.0-0" .Release.version }}
-        image: ghcr.io/pingcap-qe/cd/builders/tiflash:v2024.10.8-14-g52a7228
+        image: ghcr.io/pingcap-qe/cd/builders/tiflash:v2024.11.7
       - if: {{ semver.CheckConstraint ">= 8.2.0-0, < 8.4.0-0" .Release.version }}
         image: hub.pingcap.net/ee/ci/release-build-base-tiflash:v20240625-llvm-17.0.6
       - if: {{ semver.CheckConstraint ">= 6.1.0-0, < 8.2.0-0" .Release.version }}
         image: hub.pingcap.net/ee/ci/release-build-base-tiflash:v20231106
     routers:
-      - description: For range [v8.4.0, )
-        if: {{ semver.CheckConstraint ">= 8.4.0-0" .Release.version }}
+      - description: For range [v8.5.0, ) it changed the build script path.
+        if: {{ semver.CheckConstraint ">= 8.5.0-0" .Release.version }}
+        os: [linux, darwin]
+        arch: [amd64, arm64]
+        profile: [release, enterprise]
+        steps:
+          release:
+            - os: linux
+              script: |
+                ./release-linux-llvm/scripts/build-tiflash-release.sh
+                mkdir outputs
+                mv release-linux-llvm/tiflash outputs/tiflash
+            - os: darwin
+              script: |
+                ./release-darwin/build/build-release.sh
+                mkdir outputs
+                mv release-darwin/tiflash outputs/tiflash
+          enterprise:
+            - script: export TIFLASH_EDITION=Enterprise
+            - os: linux
+              script: |
+                ./release-linux-llvm/scripts/build-tiflash-release.sh
+                mkdir outputs
+                mv release-linux-llvm/tiflash outputs/tiflash
+            - os: darwin
+              script: |
+                ./release-darwin/build/build-release.sh
+                mkdir outputs
+                mv release-darwin/tiflash outputs/tiflash
+        artifacts:
+          - name: "tiflash-{{ .Release.version }}-{{ .Release.os }}-{{ .Release.arch }}.tar.gz"
+            files: # output files.
+              - name: tiflash/
+                src:
+                  path: outputs/tiflash/
+            tiup:
+              description: The TiFlash Columnar Storage Engine
+              entrypoint: tiflash/tiflash
+          - name: container image
+            type: image
+            artifactory:
+              repo: "{{ .Release.registry }}/pingcap/tiflash/image"
+            dockerfile: https://github.com/PingCAP-QE/artifacts/raw/main/dockerfiles/products/tiflash/Dockerfile
+            files:
+              - name: tiflash/
+                src:
+                  path: outputs/tiflash/
+      - description: For v8.4.x
+        if: {{ semver.CheckConstraint "~8.4.0-0" .Release.version }}
         os: [linux, darwin]
         arch: [amd64, arm64]
         profile: [release, enterprise]