diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml
index 5df20f25f..03ba10e36 100644
--- a/.github/workflows/tests.yaml
+++ b/.github/workflows/tests.yaml
@@ -10,7 +10,7 @@ jobs:
       matrix:
         # os: ["windows-latest", "ubuntu-latest", "macos-latest"]
         os: ["ubuntu-latest"]
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10", "3.11"]
         query-planning: [true, false]
 
     env:
@@ -41,10 +41,6 @@ jobs:
         shell: bash -l {0}
         run: source ci/install.sh
 
-      - name: Install dask-expr
-        if: ${{ matrix.query-planning }}
-        run: pip install dask-expr
-
       - name: Run tests
         shell: bash -l {0}
         run: pytest -v
diff --git a/ci/environment-3.10.yaml b/ci/environment-3.10.yaml
index d1634e443..93174be0b 100644
--- a/ci/environment-3.10.yaml
+++ b/ci/environment-3.10.yaml
@@ -21,3 +21,6 @@ dependencies:
   - scipy
   - sparse
   - toolz
+  - pip
+  - pip:
+      - dask-expr
diff --git a/ci/environment-3.8.yaml b/ci/environment-3.11.yaml
similarity index 79%
rename from ci/environment-3.8.yaml
rename to ci/environment-3.11.yaml
index 2e14d252f..1ebc2dee5 100644
--- a/ci/environment-3.8.yaml
+++ b/ci/environment-3.11.yaml
@@ -1,4 +1,4 @@
-name: dask-ml-3.8
+name: dask-ml-3.11
 channels:
   - conda-forge
   - defaults
@@ -16,8 +16,11 @@ dependencies:
   - pytest
   - pytest-cov
   - pytest-mock
-  - python=3.8.*
+  - python=3.11.*
   - scikit-learn >=1.2.0
   - scipy
   - sparse
   - toolz
+  - pip
+  - pip:
+      - dask-expr
diff --git a/ci/environment-3.9.yaml b/ci/environment-3.9.yaml
index a700fe2cf..b3fedfb37 100644
--- a/ci/environment-3.9.yaml
+++ b/ci/environment-3.9.yaml
@@ -21,3 +21,6 @@ dependencies:
   - scipy
   - sparse
   - toolz
+  - pip
+  - pip:
+      - dask-expr