diff --git a/.github/workflows/release_tools.yaml b/.github/workflows/release_tools.yaml
index e9641ef91c..ec695a35f7 100644
--- a/.github/workflows/release_tools.yaml
+++ b/.github/workflows/release_tools.yaml
@@ -30,7 +30,7 @@ jobs:
         name: Build CHIP Tools
         timeout-minutes: 60
 
-        runs-on: ubuntu-latest
+        runs-on: ubuntu-24.04
 
         env:
             DEBIAN_FRONTEND: noninteractive
@@ -66,13 +66,27 @@ jobs:
               run: |
                   scripts/run_in_build_env.sh "gn gen out/chiptool_x64_debug --args='chip_mdns=\"platform\" chip_crypto=\"mbedtls\" symbol_level=0'"
                   scripts/run_in_build_env.sh "ninja -C out/chiptool_x64_debug chip-tool"
-                  mv out/chiptool_x64_debug/chip-tool out/chiptool_x64_debug/chip-tool-debug
-            - name: Build x64 CHIP Tool with debug logs disabled
+                  mv out/chiptool_x64_debug/chip-tool /tmp/output_binaries/chip-tool_x64
+            - name: Build x64 OTA Provider
+              timeout-minutes: 10
+              run: |
+                  scripts/run_in_build_env.sh "gn gen out/chipotaprovider_x64 --args='symbol_level=0 chip_crypto=\"mbedtls\"' --root=examples/ota-provider-app/linux"
+                  scripts/run_in_build_env.sh "ninja -C out/chipotaprovider_x64 chip-ota-provider-app"
+                  mv out/chipotaprovider_x64/chip-ota-provider-app /tmp/output_binaries/chip-ota-provider-app_x64
+            - name: Build x64 Chip Cert
+              timeout-minutes: 10
+              run: |
+                  scripts/run_in_build_env.sh "gn gen out/chipcert_x64"
+                  scripts/run_in_build_env.sh "ninja -C out/chipcert_x64 chip-cert"
+                  mv out/chipcert_x64/chip-cert /tmp/output_binaries/chip-cert_x64
+            - name: Build x64 Python Wheels
               timeout-minutes: 10
               run: |
-                  scripts/run_in_build_env.sh "gn gen out/chiptool_x64_release --args='chip_mdns=\"platform\" chip_detail_logging=false chip_crypto=\"mbedtls\" symbol_level=0'"
-                  scripts/run_in_build_env.sh "ninja -C out/chiptool_x64_release chip-tool"
-                  mv out/chiptool_x64_release/chip-tool out/chiptool_x64_release/chip-tool-release
+                  scripts/build_python.sh --enable_ble true --chip_detail_logging true --chip_mdns platform
+                  python3 -m zipfile -c /tmp/output_binaries/python_matter_controller.zip \
+                      out/python_lib/controller/python/chip_clusters-0.0-py3-none-any.whl \
+                      out/python_lib/controller/python/chip_core-0.0-cp37-abi3-linux_x86_64.whl \
+                      out/python_lib/obj/scripts/matter_yamltests_distribution._build_wheel/*.whl
             - name: Build arm64 CHIP Tool with debug logs enabled
               timeout-minutes: 10
               run: |
@@ -85,32 +99,7 @@ jobs:
                       symbol_level=0
                       chip_crypto=\"mbedtls\"'"
                   scripts/run_in_build_env.sh "ninja -C out/chiptool_arm64_debug chip-tool"
-                  mv out/chiptool_arm64_debug/chip-tool out/chiptool_arm64_debug/chip-tool-debug
-            - name: Build arm64 CHIP Tool with debug logs disabled
-              timeout-minutes: 10
-              run: |
-                  scripts/run_in_build_env.sh "gn gen out/chiptool_arm64_release --args='chip_mdns=\"platform\"
-                      chip_detail_logging=false
-                      custom_toolchain=\"//build/toolchain/custom\"
-                      target_cc=\"aarch64-linux-gnu-gcc\"
-                      target_cxx=\"aarch64-linux-gnu-g++\"
-                      target_ar=\"aarch64-linux-gnu-ar\"
-                      target_cpu=\"arm64\"
-                      symbol_level=0
-                      chip_crypto=\"mbedtls\"'"
-                  scripts/run_in_build_env.sh "ninja -C out/chiptool_arm64_release chip-tool"
-                  mv out/chiptool_arm64_release/chip-tool out/chiptool_arm64_release/chip-tool-release
-            - name: Build x64 OTA Provider
-              timeout-minutes: 10
-              run: |
-                  scripts/run_in_build_env.sh "gn gen out/chipotaprovider_x64 --args='symbol_level=0 chip_crypto=\"mbedtls\"' --root=examples/ota-provider-app/linux"
-                  scripts/run_in_build_env.sh "ninja -C out/chipotaprovider_x64 chip-ota-provider-app"
-                  mv out/chipotaprovider_x64/chip-ota-provider-app /tmp/output_binaries/chip-ota-provider-app-linux_x64
-            - name: Create zip files for CHIP Tool debug and release packages
-              timeout-minutes: 10
-              run: |
-                  python3 -m zipfile -c /tmp/output_binaries/chip-tool-linux_x64.zip out/chiptool_x64_debug/chip-tool-debug out/chiptool_x64_release/chip-tool-release
-                  python3 -m zipfile -c /tmp/output_binaries/chip-tool-linux_aarch64.zip out/chiptool_arm64_debug/chip-tool-debug out/chiptool_arm64_release/chip-tool-release
+                  mv out/chiptool_arm64_debug/chip-tool /tmp/output_binaries/chip-tool_arm64
             - name: Upload release packages
               uses: softprops/action-gh-release@v1
               if: github.event.inputs.publishRelease == 'true'