diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 81bc372d5e9..9f6c3aee434 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -96,8 +96,12 @@ jobs:
           python -m pip install tox
           tox --version
 
-      - name: Run tox
-        run: tox
+      - name: Run unit tests
+        uses: nick-fields/retry@v3
+        with:
+          timeout_minutes: 10
+          max_attempts: 3
+          command: tox -e unit
 
       - name: Get current date
         if: always()
@@ -202,8 +206,12 @@ jobs:
           python -m pip install tox
           tox --version
 
-      - name: Run tests
-        run: tox -- --ddtrace
+      - name: Run integration tests
+        uses: nick-fields/retry@v3
+        with:
+          timeout_minutes: 30
+          max_attempts: 3
+          command: tox -- --ddtrace
         env:
           PYTEST_ADDOPTS: ${{ format('--splits {0} --group {1}', env.PYTHON_INTEGRATION_TEST_WORKERS, matrix.split-group) }}
 
diff --git a/.github/workflows/structured-logging-schema-check.yml b/.github/workflows/structured-logging-schema-check.yml
index 3c4b2eb0406..4934bffcaeb 100644
--- a/.github/workflows/structured-logging-schema-check.yml
+++ b/.github/workflows/structured-logging-schema-check.yml
@@ -94,7 +94,11 @@ jobs:
       # integration tests generate a ton of logs in different files. the next step will find them all.
       # we actually care if these pass, because the normal test run doesn't usually include many json log outputs
       - name: Run integration tests
-        run: tox -e integration -- -nauto
+        uses: nick-fields/retry@v3
+        with:
+          timeout_minutes: 30
+          max_attempts: 3
+          command: tox -e integration -- -nauto
         env:
           PYTEST_ADDOPTS: ${{ format('--splits {0} --group {1}', env.PYTHON_INTEGRATION_TEST_WORKERS, matrix.split-group) }}