diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7da18f2b..06ac8bec 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -90,7 +90,7 @@ jobs:
           "3.8",
           "3.9",
           "3.10",
-          "3.11.0-beta.1",
+          "3.11-dev",
           "pypy-3.7",
           "pypy-3.8",
           "pypy-3.9"
@@ -346,8 +346,9 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v2
+        id: setup-python
         with:
-          python-version: 3.11.0-beta.1
+          python-version: 3.11-dev
       - name: Install Rust toolchain
         uses: actions-rs/toolchain@v1
         with:
@@ -362,12 +363,12 @@ jobs:
         with:
           path: |
             .nox/emscripten
-          key: ${{ hashFiles('emscripten/*') }} -  ${{ hashFiles('noxfile.py') }}
+          key: ${{ hashFiles('emscripten/*') }} - ${{ hashFiles('noxfile.py') }} - ${{ steps.setup-python.outputs.python-path }}
       - uses: Swatinem/rust-cache@v1
         with:
           key: cargo-emscripten-wasm32
       - name: Build
         if: steps.cache.outputs.cache-hit != 'true'
-        run: nox -s build_emscripten
+        run: nox -s build-emscripten
       - name: Test
-        run: nox -s test_emscripten
+        run: nox -s test-emscripten
diff --git a/noxfile.py b/noxfile.py
index 52c8b40c..e1b918f8 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -1,7 +1,8 @@
+import re
+import sys
 import time
 from glob import glob
 from pathlib import Path
-import re
 
 import nox
 
@@ -139,7 +140,7 @@ class EmscriptenInfo:
         self.builddir = rootdir / ".nox/emscripten"
         self.builddir.mkdir(exist_ok=True, parents=True)
 
-        self.pyversion = "3.11.0b1"
+        self.pyversion = sys.version.split()[0]
         self.pymajor, self.pyminor, self.pymicro = self.pyversion.split(".")
         self.pymicro, self.pydev = re.match(
             "([0-9]*)([^0-9].*)?", self.pymicro
@@ -151,7 +152,7 @@ class EmscriptenInfo:
         self.pymajorminormicro = f"{self.pymajorminor}.{self.pymicro}"
 
 
-@nox.session(venv_backend="none")
+@nox.session(name="build-emscripten", venv_backend="none")
 def build_emscripten(session: nox.Session):
     info = EmscriptenInfo()
     session.run(
@@ -165,7 +166,7 @@ def build_emscripten(session: nox.Session):
     )
 
 
-@nox.session(venv_backend="none")
+@nox.session(name="test-emscripten", venv_backend="none")
 def test_emscripten(session: nox.Session):
     info = EmscriptenInfo()