diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index abc8ad7b8f..5d0b5bd23a 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -12,57 +12,51 @@ concurrency:
 env:
   # TODO: put this in a shared org-wide secret?
   OTEL_SERVICE_NAME: 'pr-cugraph'
-  # TODO: this should be set as an org-wide variable
   OTEL_EXPORTER_OTLP_ENDPOINT: https://tempo.gha-runners.nvidia.com:4318
-  # These are where the secrets in github env vars are written to files. These files don't
-  # exist unless you explicitly write them in a step.
-  # The purpose of setting the environment variable is to tell OpenTelemetry tools where to find them.
-  #     We abuse it a bit by also using it as the write destination for the certificate files.
-  OTEL_EXPORTER_OTLP_CERTIFICATE: "/tmp/certs/ca.crt"
-  OTEL_EXPORTER_OTLP_CLIENT_CERTIFICATE: "/tmp/certs/client.crt"
-  OTEL_EXPORTER_OTLP_CLIENT_KEY: "/tmp/certs/client.key"
   OTEL_EXPORTER_OTLP_PROTOCOL: "http/protobuf"
-  OTEL_EXPORTER_OTLP_HEADERS: ${{ secrets.OTEL_EXPORTER_OTLP_HEADERS }}
+  OTEL_RESOURCE_ATTRIBUTES: "git.repository=${{github.repository}},git.ref=${{github.ref}},git.sha=${{github.sha}},git.job_url=${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"
+  # Set these to point the shared-actions clones at a branch on the rapidsai/shared-actions repo
+  SHARED_ACTIONS_REPO: "rapidsai/shared-actions"
+  SHARED_ACTIONS_REF: "main"
 
 jobs:
-  telemetry-setup:
+  reexports:
+    # Re-export secrets and env vars to make them available to shared actions and workflows
+    # You can't use env.SOMETHING in a "with:" section when calling a shared workflow.
     runs-on: ubuntu-latest
     outputs:
-      start_time: ${{ steps.timestamp.outputs.START_TIME }}
-      traceparent: ${{ steps.telemetry-setup.outputs.traceparent }}
-      endpoint: ${{ steps.var-reexports.outputs.endpoint }}
-      top_level_service_name: ${{ steps.var-reexports.outputs.service_name }}
+        endpoint: "${{steps.reexport.outputs.endpoint}}"
+        service_name: "${{steps.reexport.outputs.service_name}}"
+        otel_resource_attributes: "${{steps.reexport.outputs.otel_resource_attributes}}"
+        shared_actions_repo: "${{steps.reexport.outputs.shared_actions_repo}}"
+        shared_actions_ref: "${{steps.reexport.outputs.shared_actions_ref}}"
     steps:
-      - name: Get starting timestamp
-        id: timestamp
-        run:
-            echo "START_TIME=$(date +%s.%N)" >> ${GITHUB_OUTPUT}
-      - name: Echo endpoint to make it available to shared workflows
-        id: var-reexports
-        run: |
-          echo endpoint="${OTEL_EXPORTER_OTLP_ENDPOINT}" >> ${GITHUB_OUTPUT}
-          echo service_name="${OTEL_SERVICE_NAME}" >> ${GITHUB_OUTPUT}
-      - name: Write certificate files for mTLS
-        run: |
-          mkdir -p /tmp/certs
-          cat << EOF > "${OTEL_EXPORTER_OTLP_CERTIFICATE}"
-          ${{ secrets.OTEL_EXPORTER_OTLP_CA_CERTIFICATE }}
-          EOF
-          cat << EOF > "${OTEL_EXPORTER_OTLP_CLIENT_CERTIFICATE}"
-          ${{ secrets.OTEL_EXPORTER_OTLP_CLIENT_CERTIFICATE }}
-          EOF
-          cat << EOF > "${OTEL_EXPORTER_OTLP_CLIENT_KEY}"
-          ${{ secrets.OTEL_EXPORTER_OTLP_CLIENT_KEY }}
-          EOF
-      - name: Telemetry setup
-        id: telemetry-setup
-        uses: rapidsai/shared-actions/telemetry-traceparent@add-telemetry
-      - name: Start root span
-        uses: rapidsai/shared-actions/telemetry-create-span@add-telemetry
-        with:
-            name: "root span"
-            traceparent: ${{steps.telemetry-setup.outputs.traceparent}}
-            start_time: ${{steps.timestamp.outputs.start_time}}
+        - id: reexport
+          # NOTE: certs are base-64 encoded so that they're easier to handle here
+          run: |
+            echo endpoint="${OTEL_EXPORTER_OTLP_ENDPOINT}" >> ${GITHUB_OUTPUT}
+            echo service_name="${OTEL_SERVICE_NAME}" >> ${GITHUB_OUTPUT}
+            echo otel_resource_attributes="${OTEL_RESOURCE_ATTRIBUTES}" >> ${GITHUB_OUTPUT}
+            echo shared_actions_ref="${SHARED_ACTIONS_REF}" >> ${GITHUB_OUTPUT}
+            echo shared_actions_repo="${SHARED_ACTIONS_REPO}" >> ${GITHUB_OUTPUT}
+
+  top-level-telemetry-traceparent:
+    runs-on: ubuntu-latest
+    needs:
+        - reexports
+    outputs:
+      traceparent: "${{steps.traceparent.outputs.traceparent}}"
+    env:
+        OTEL_SERVICE_NAME: ${{needs.reexports.outputs.service_name}}
+    steps:
+        - name: Clone shared-actions repo
+          uses: actions/checkout@v4
+          with:
+            repository: ${{env.SHARED_ACTIONS_REPO}}
+            ref: ${{env.SHARED_ACTIONS_REF}}
+            path: ./shared-actions
+        - id: traceparent
+          uses: ./shared-actions/telemetry-traceparent
   pr-builder:
     needs:
       - changed-files
@@ -74,7 +68,6 @@ jobs:
       - conda-python-build
       - conda-python-tests
       - docs-build
-      - telemetry-setup
       - wheel-build-pylibcugraph
       - wheel-tests-pylibcugraph
       - wheel-build-cugraph
@@ -88,6 +81,8 @@ jobs:
       - wheel-build-cugraph-equivariant
       - wheel-tests-cugraph-equivariant
       - devcontainer
+      - reexports
+      - top-level-telemetry-traceparent
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@add-telemetry
     if: always()
@@ -95,8 +90,14 @@ jobs:
       needs: ${{ toJSON(needs) }}
   changed-files:
     secrets: inherit
+    needs: [reexports, top-level-telemetry-traceparent]
     uses: rapidsai/shared-workflows/.github/workflows/changed-files.yaml@add-telemetry
     with:
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
       files_yaml: |
         test_cpp:
           - '**'
@@ -125,60 +126,81 @@ jobs:
           - '!notebooks/**'
   checks:
     secrets: inherit
-    needs: telemetry-setup
+    needs: [reexports, top-level-telemetry-traceparent]
     uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@add-telemetry
     with:
       enable_check_generated_files: false
       ignored_pr_jobs: "final-telemetry-update"
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   conda-cpp-build:
     needs:
       - checks
-      - telemetry-setup
+      - reexports
+      - top-level-telemetry-traceparent
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@add-telemetry
     with:
       build_type: pull-request
       node_type: cpu32
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   conda-cpp-tests:
-    needs: [conda-cpp-build, changed-files, telemetry-setup]
+    needs: [conda-cpp-build, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_cpp
     with:
       build_type: pull-request
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   conda-cpp-checks:
-    needs: [conda-cpp-build, telemetry-setup]
+    needs: [conda-cpp-build, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@add-telemetry
     with:
       build_type: pull-request
       enable_check_symbols: true
       symbol_exclusions: (cugraph::ops|hornet|void writeEdgeCountsKernel|void markUniqueOffsetsKernel)
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   conda-python-build:
-    needs: [conda-cpp-build, telemetry-setup]
+    needs: [conda-cpp-build, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@add-telemetry
     with:
       build_type: pull-request
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   conda-python-tests:
-    needs: [conda-python-build, changed-files, telemetry-setup]
+    needs: [conda-python-build, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_python
     with:
       build_type: pull-request
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   conda-notebook-tests:
-    needs: [conda-python-build, changed-files, telemetry-setup]
+    needs: [conda-python-build, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_notebooks
@@ -188,10 +210,13 @@ jobs:
       arch: "amd64"
       container_image: "rapidsai/ci-conda:cuda11.8.0-ubuntu22.04-py3.10"
       run_script: "ci/test_notebooks.sh"
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   docs-build:
-    needs: [conda-python-build, telemetry-setup]
+    needs: [conda-python-build, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@add-telemetry
     with:
@@ -200,10 +225,13 @@ jobs:
       arch: "amd64"
       container_image: "rapidsai/ci-conda:cuda11.8.0-ubuntu22.04-py3.10"
       run_script: "ci/build_docs.sh"
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-build-pylibcugraph:
-    needs: [checks, telemetry-setup]
+    needs: [checks, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@add-telemetry
     with:
@@ -213,20 +241,26 @@ jobs:
       extra-repo-sha: branch-24.12
       extra-repo-deploy-key: CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY
       node_type: cpu32
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-tests-pylibcugraph:
-    needs: [wheel-build-pylibcugraph, changed-files, telemetry-setup]
+    needs: [wheel-build-pylibcugraph, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_python
     with:
       build_type: pull-request
       script: ci/test_wheel_pylibcugraph.sh
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-build-cugraph:
-    needs: [wheel-tests-pylibcugraph, telemetry-setup]
+    needs: [wheel-tests-pylibcugraph, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@add-telemetry
     with:
@@ -235,48 +269,66 @@ jobs:
       extra-repo: rapidsai/cugraph-ops
       extra-repo-sha: branch-24.12
       extra-repo-deploy-key: CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-tests-cugraph:
-    needs: [wheel-build-cugraph, changed-files, telemetry-setup]
+    needs: [wheel-build-cugraph, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_python
     with:
       build_type: pull-request
       script: ci/test_wheel_cugraph.sh
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-build-nx-cugraph:
     needs:
-      - telemetry-setup
+      - reexports
+      - top-level-telemetry-traceparent
       - wheel-tests-pylibcugraph
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@add-telemetry
     with:
       build_type: pull-request
       script: ci/build_wheel_nx-cugraph.sh
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-tests-nx-cugraph:
-    needs: [wheel-build-nx-cugraph, changed-files, telemetry-setup]
+    needs: [wheel-build-nx-cugraph, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_python
     with:
       build_type: pull-request
       script: ci/test_wheel_nx-cugraph.sh
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-build-cugraph-dgl:
-    needs: [wheel-tests-cugraph, telemetry-setup]
+    needs: [wheel-tests-cugraph, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@add-telemetry
     with:
       build_type: pull-request
       script: ci/build_wheel_cugraph-dgl.sh
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-tests-cugraph-dgl:
-    needs: [wheel-build-cugraph-dgl, changed-files, telemetry-setup]
+    needs: [wheel-build-cugraph-dgl, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_python
@@ -284,17 +336,25 @@ jobs:
       build_type: pull-request
       script: ci/test_wheel_cugraph-dgl.sh
       matrix_filter: map(select(.ARCH == "amd64"))
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-build-cugraph-pyg:
-    needs: [wheel-tests-cugraph, telemetry-setup]
+    needs: [wheel-tests-cugraph, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@add-telemetry
     with:
       build_type: pull-request
       script: ci/build_wheel_cugraph-pyg.sh
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-tests-cugraph-pyg:
-    needs: [wheel-build-cugraph-pyg, changed-files, telemetry-setup]
+    needs: [wheel-build-cugraph-pyg, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_python
@@ -302,19 +362,25 @@ jobs:
       build_type: pull-request
       script: ci/test_wheel_cugraph-pyg.sh
       matrix_filter: map(select(.ARCH == "amd64"))
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-build-cugraph-equivariant:
     secrets: inherit
-    needs: telemetry-setup
+    needs: [reexports, top-level-telemetry-traceparent]
     uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@add-telemetry
     with:
       build_type: pull-request
       script: ci/build_wheel_cugraph-equivariant.sh
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   wheel-tests-cugraph-equivariant:
-    needs: [wheel-build-cugraph-equivariant, changed-files, telemetry-setup]
+    needs: [wheel-build-cugraph-equivariant, changed-files, reexports, top-level-telemetry-traceparent]
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@add-telemetry
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_python
@@ -322,8 +388,11 @@ jobs:
       build_type: pull-request
       script: ci/test_wheel_cugraph-equivariant.sh
       matrix_filter: map(select(.ARCH == "amd64"))
-      default_endpoint: "${{needs.telemetry-setup.outputs.endpoint}}"
-      traceparent: ${{ needs.telemetry-setup.outputs.traceparent }}
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
   devcontainer:
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@add-telemetry
@@ -332,13 +401,18 @@ jobs:
       cuda: '["12.5"]'
       node_type: cpu32
       extra-repo-deploy-key: CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY
+      default_endpoint: "${{needs.reexports.outputs.endpoint}}"
+      otel_resource_attributes: "${{needs.reexports.outputs.otel_resource_attributes}}"
+      traceparent: ${{ needs.top-level-telemetry-traceparent.outputs.traceparent }}
+      shared_actions_repo: ${{needs.reexports.outputs.shared_actions_repo}}
+      shared_actions_ref: ${{needs.reexports.outputs.shared_actions_ref}}
       build_command: |
         sccache -z;
         build-all --verbose -j$(nproc --ignore=1) -DBUILD_CUGRAPH_MG_TESTS=ON;
         sccache -s;
   final-telemetry-update:
     runs-on: ubuntu-latest
-    needs: [pr-builder, telemetry-setup]
+    needs: [pr-builder, reexports, top-level-telemetry-traceparent]
     steps:
       - name: Get final timestamp
         id: timestamp