diff --git a/.github/workflows/pr_push.yml b/.github/workflows/pr_push.yml
index 86fa50fd20..8b78ce3d0f 100644
--- a/.github/workflows/pr_push.yml
+++ b/.github/workflows/pr_push.yml
@@ -57,6 +57,9 @@ jobs:
     if: github.repository == 'oneapi-src/unified-memory-framework'
     needs: [Build, DevDax, GPU, MultiNuma, Qemu, ProxyLib]
     uses: ./.github/workflows/reusable_coverage.yml
+    secrets: inherit
+    with:
+      trigger: "${{github.event_name}}"
   Coverage_partial:
     # partial coverage (on forks)
     if: github.repository != 'oneapi-src/unified-memory-framework'
diff --git a/.github/workflows/reusable_coverage.yml b/.github/workflows/reusable_coverage.yml
index b71836fa6d..c8dde20ec4 100644
--- a/.github/workflows/reusable_coverage.yml
+++ b/.github/workflows/reusable_coverage.yml
@@ -1,7 +1,13 @@
 # Coverage build - gather artifacts from other builds and merge them into a single report
 name: Coverage
 
-on: workflow_call
+on:
+  workflow_call:
+    inputs:
+      trigger:
+        description: Type of workflow trigger
+        type: string
+        required: false
 
 permissions:
   contents: read
@@ -34,6 +40,7 @@ jobs:
 
       - name: Compute coverage
         working-directory: ${{env.COVERAGE_DIR}}
+        id: coverage
         run: |
           echo "DIR: $(pwd)" && ls -al
           ../scripts/coverage/merge_coverage_files.sh exports-coverage total_coverage
@@ -41,9 +48,24 @@ jobs:
           mkdir coverage_report
           mv html_report ./coverage_report/
           tail -n2 output.txt >> $GITHUB_STEP_SUMMARY
+          echo "COV_OUT=$(tail -n1 output.txt | grep -oP "lines[.]+: [\d.]+%" | cut -d ' ' -f2 | tr -d '%')" >> $GITHUB_OUTPUT
 
       - name: Upload coverage report
         uses: actions/upload-artifact@65462800fd760344b1a7b4382951275a0abb4808 # v4.3.3
         with:
           name: coverage_html_report
           path: coverage/coverage_report
+
+      # Only update the badge on push (event is passed only for total coverage)
+      - name: Update coverity badge
+        if: ${{ success() && inputs.trigger == 'push' }}
+        uses: Schneegans/dynamic-badges-action@e9a478b16159b4d31420099ba146cdc50f134483 # v1.7.0
+        with:
+          auth: ${{ secrets.BB_GIST_TOKEN }}
+          gistID: 3f66c77d7035df39aa75dda8a2ac75b3
+          filename: umf_coverage_badge.svg
+          label: Coverage
+          message: ${{ steps.coverage.outputs.COV_OUT }}%
+          valColorRange: ${{ steps.coverage.outputs.COV_OUT }}
+          minColorRange: 50 # <= this value = color: red
+          maxColorRange: 90 # >= this value = color: green
diff --git a/README.md b/README.md
index 2c4146dc6d..f759f86361 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,11 @@
 # Unified Memory Framework
 
-[![PR/push](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/pr_push.yml/badge.svg?branch=main)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/pr_push.yml)
+[![PR/push](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/pr_push.yml/badge.svg?branch=main&event=push)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/pr_push.yml)
+[![Coverage](https://gist.githubusercontent.com/bb-ur/3f66c77d7035df39aa75dda8a2ac75b3/raw/umf_coverage_badge.svg)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/pr_push.yml?query=branch%3Amain)
 [![GitHubPages](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/docs.yml/badge.svg?branch=main)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/docs.yml)
 [![Nightly](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/nightly.yml/badge.svg?branch=main)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/nightly.yml)
-[![Bandit](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/bandit.yml/badge.svg?branch=main)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/bandit.yml)
-[![CodeQL](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/codeql.yml/badge.svg?branch=main)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/codeql.yml)
 [![Coverity build](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/coverity.yml/badge.svg?branch=main)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/coverity.yml)
 [![Coverity report](https://scan.coverity.com/projects/29761/badge.svg?flat=0)](https://scan.coverity.com/projects/oneapi-src-unified-memory-framework)
-[![Trivy](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/trivy.yml/badge.svg)](https://github.com/oneapi-src/unified-memory-framework/actions/workflows/trivy.yml)
 [![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/oneapi-src/unified-memory-framework/badge)](https://securityscorecards.dev/viewer/?uri=github.com/oneapi-src/unified-memory-framework)
 
 ## Introduction