diff --git a/.gitlab/ci/build.yml b/.gitlab/ci/build.yml
index ef04ea5ab4..4e126a0919 100644
--- a/.gitlab/ci/build.yml
+++ b/.gitlab/ci/build.yml
@@ -1,7 +1,7 @@
 .build_template:
   stage: build
   extends:
-    - .after_script:build:ccache:upload-when-fail
+    - .after_script:build:ccache-show-stats:upload-failed-job-logs
   image: $ESP_ENV_IMAGE
   tags:
     - build
@@ -16,7 +16,7 @@
   extends:
     - .build_template
     - .before_script:build
-    - .after_script:build:ccache
+    - .after_script:build:ccache-show-stats
   dependencies: # set dependencies to null to avoid missing artifacts issue
   needs:
     - job: fast_template_app
@@ -42,9 +42,9 @@
       --parallel-count ${CI_NODE_TOTAL:-1}
       --parallel-index ${CI_NODE_INDEX:-1}
       --extra-preserve-dirs
-        examples/bluetooth/esp_ble_mesh/ble_mesh_console
-        examples/bluetooth/hci/controller_hci_uart_esp32
-        examples/wifi/iperf
+      examples/bluetooth/esp_ble_mesh/ble_mesh_console
+      examples/bluetooth/hci/controller_hci_uart_esp32
+      examples/wifi/iperf
       --modified-components ${MR_MODIFIED_COMPONENTS}
       --modified-files ${MR_MODIFIED_FILES}
     # for detailed documents, please refer to .gitlab/ci/README.md#uploaddownload-artifacts-to-internal-minio-server
@@ -210,15 +210,16 @@ pytest_build_system_macos:
   extends:
     - .test_build_system_template
     - .before_script:build:macos
-    - .after_script:build:macos:upload-when-fail
+    - .after_script:build:macos:upload-failed-job-logs:ccache-show-stats
     - .rules:build:macos
   tags:
     - macos_shell
   parallel: 3
   variables:
     PYENV_VERSION: "3.8"
-    CI_CCACHE_DISABLE: "1"  # ccache: error: Read-only file system
-
+    # CCACHE_DIR: "/cache/idf_ccache". On macOS, you cannot write to this folder due to insufficient permissions.
+    CCACHE_DIR: "" # ccache will use "$HOME/Library/Caches/ccache".
+    CCACHE_MAXSIZE: "5G" # To preserve the limited Macbook storage. CCACHE automatically prunes old caches to fit the set limit.
 build_docker:
   extends:
     - .before_script:minimal
diff --git a/.gitlab/ci/common.yml b/.gitlab/ci/common.yml
index 912f706da4..791b08ee5c 100644
--- a/.gitlab/ci/common.yml
+++ b/.gitlab/ci/common.yml
@@ -14,12 +14,12 @@ stages:
   - post_deploy
 
 variables:
-# System environment
+  # System environment
 
   # Common parameters for the 'make' during CI tests
   MAKEFLAGS: "-j5 --no-keep-going"
 
-# GitLab-CI environment
+  # GitLab-CI environment
   # Thanks to pack-objects cache, clone strategy should behave faster than fetch
   #   so we pick "clone" as default git strategy
   # Shiny runners by default remove the CI_PROJECT_DIR every time at the beginning of one job
@@ -219,13 +219,14 @@ variables:
     - *setup_tools_and_idf_python_venv
     - fetch_submodules
 
-.after_script:build:macos:upload-when-fail:
+.after_script:build:macos:upload-failed-job-logs:ccache-show-stats:
   after_script:
     # macos is running shell executor, which means it would use
     # the system installed /usr/local/bin/python3 by default.
     # Ensure pyenv and PYENV_VERSION installed
     - eval "$(pyenv init -)"
     - *upload_failed_job_log_artifacts
+    - *show_ccache_statistics
 
 .before_script:build:
   before_script:
@@ -236,11 +237,11 @@ variables:
     - export EXTRA_CFLAGS=${PEDANTIC_CFLAGS}
     - export EXTRA_CXXFLAGS=${PEDANTIC_CXXFLAGS}
 
-.after_script:build:ccache:
+.after_script:build:ccache-show-stats:
   after_script:
     - *show_ccache_statistics
 
-.after_script:build:ccache:upload-when-fail:
+.after_script:build:ccache-show-stats:upload-failed-job-logs:
   after_script:
     - *show_ccache_statistics
     - *upload_failed_job_log_artifacts
@@ -363,12 +364,12 @@ default:
     - *setup_tools_and_idf_python_venv
     - add_gitlab_ssh_keys
     - fetch_submodules
-# gitlab bug, setting them here doesn't work
-# - expire_in: https://gitlab.com/gitlab-org/gitlab/-/issues/404563
-# - when: https://gitlab.com/gitlab-org/gitlab/-/issues/440672
-#  artifacts:
-#    expire_in: 1 week
-#    when: always
+  # gitlab bug, setting them here doesn't work
+  # - expire_in: https://gitlab.com/gitlab-org/gitlab/-/issues/404563
+  # - when: https://gitlab.com/gitlab-org/gitlab/-/issues/440672
+  #  artifacts:
+  #    expire_in: 1 week
+  #    when: always
   retry:
     max: 2
     when:
diff --git a/tools/ci/dynamic_pipelines/templates/.dynamic_jobs.yml b/tools/ci/dynamic_pipelines/templates/.dynamic_jobs.yml
index 4316648672..bab2fd6cdf 100644
--- a/tools/ci/dynamic_pipelines/templates/.dynamic_jobs.yml
+++ b/tools/ci/dynamic_pipelines/templates/.dynamic_jobs.yml
@@ -7,7 +7,7 @@
 .dynamic_build_template:
   extends:
     - .before_script:build
-    - .after_script:build:ccache:upload-when-fail
+    - .after_script:build:ccache-show-stats:upload-failed-job-logs
   image: $ESP_ENV_IMAGE
   stage: build
   variables:
@@ -61,10 +61,10 @@
     paths:
       - XUNIT_RESULT*.xml
       - pytest-embedded/
-# Child pipeline reports won't be collected in the main one
-# https://gitlab.com/groups/gitlab-org/-/epics/8205
-#    reports:
-#      junit: XUNIT_RESULT.xml
+    # Child pipeline reports won't be collected in the main one
+    # https://gitlab.com/groups/gitlab-org/-/epics/8205
+    # reports:
+    #   junit: XUNIT_RESULT.xml
     when: always
     expire_in: 1 week
   script: