diff --git a/.codecov.yml b/.codecov.yml
new file mode 100644
index 0000000..407df99
--- /dev/null
+++ b/.codecov.yml
@@ -0,0 +1,10 @@
+coverage:
+  status:
+    project:
+      default:
+        target: auto
+        threshold: 0.05%
+    patch:
+      default:
+        target: auto
+        threshold: 0.05%
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 146472b..86e7df3 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -44,7 +44,8 @@ jobs:
           set -eux
           python -m pip install .[test]
 
-          pytest -vv -r ap --cov jupyterlab_deepnote
+          mkdir -p coverage
+          pytest -vv -r ap --cov jupyterlab_deepnote --cov-report=xml --junit-xml=coverage/pytest-results.xml
           jupyter server extension list
           jupyter server extension list 2>&1 | grep -ie "jupyterlab_deepnote.*OK"
 
@@ -54,6 +55,21 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v5
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          files: coverage.xml,coverage/lcov.info
+          fail_ci_if_error: true
+
+      - name: Upload test results to Codecov
+        if: '!cancelled()'
+        uses: codecov/test-results-action@v1
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          files: coverage/pytest-results.xml,coverage/junit.xml
+          fail_ci_if_error: true
+
       - name: Package the extension
         run: |
           set -eux
diff --git a/jest.config.js b/jest.config.js
index b0471e6..248d8cf 100644
--- a/jest.config.js
+++ b/jest.config.js
@@ -22,7 +22,12 @@ module.exports = {
     '!src/**/*.d.ts',
     '!src/**/.ipynb_checkpoints/*'
   ],
+  coverageDirectory: './coverage',
   coverageReporters: ['lcov', 'text'],
+  reporters: [
+    'default',
+    ['jest-junit', { outputDirectory: './coverage', outputName: 'junit.xml' }]
+  ],
   testRegex: 'src/.*/.*.spec.ts[x]?$',
   transformIgnorePatterns: [`/node_modules/(?!${esModules}).+`]
 };