diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 0e9eab62..abfd4d73 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -70,14 +70,13 @@ jobs:
 
   # Build and test matrix (parallel execution)
   build-and-test:
-    name: Build & Test (${{ matrix.platform }}, py${{ matrix.python-version }})
+    name: Build & Test (${{ matrix.platform }})
     needs: lint
     runs-on: ${{ matrix.os }}
     
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.10']
         include:
           - os: macos-15
             platform: macos-arm64
@@ -98,7 +97,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v6
         with:
-          python-version: ${{ matrix.python-version }}
+          python-version: '3.10'
           cache: 'pip'
           cache-dependency-path: 'pyproject.toml'