diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml
index bfb2ec5..af7cea7 100644
--- a/.github/workflows/checks.yml
+++ b/.github/workflows/checks.yml
@@ -2,21 +2,48 @@ name: Checks
 
 on:
   push:
-    branches: ["**"]
+    branches:
+      - main
+  pull_request:
+
+permissions:
+  contents: read
+
+concurrency:
+  group: checks-${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
 
 jobs:
   checks:
+    name: Python ${{ matrix.python-version }}
     runs-on: ubuntu-latest
+    timeout-minutes: 10
+
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version:
+          - "3.10"
+          - "3.14"
 
     steps:
-      - uses: actions/checkout@v4
+      - name: Check out repository
+        uses: actions/checkout@v7
 
-      - uses: actions/setup-python@v5
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v7
         with:
-          python-version: "3.13"
+          python-version: ${{ matrix.python-version }}
+          cache: pip
+          cache-dependency-path: requirements.txt
 
       - name: Install dependencies
-        run: make install
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install -r requirements.txt
+
+      - name: Check syntax
+        run: python -m compileall -q main.py
 
-      - name: Run app
-        run: make build
+      - name: Run application
+        run: python main.py
diff --git a/requirements.txt b/requirements.txt
index 6b1586a..58a5592 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1 @@
-featurevisor==1.0.0
+featurevisor==2.0.0