diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 1b72657..208cd25 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -15,8 +15,11 @@ jobs:
   lint:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
-      - uses: extractions/setup-just@v2
+      - uses: actions/checkout@v6
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.14"
+      - uses: extractions/setup-just@v4
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
       - name: Install dependencies
@@ -53,23 +56,23 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
 
     steps:
       # Checkout either the PR or the branch
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event_name == 'pull_request_target' && github.event.pull_request.head.sha || '' }}
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: "${{matrix.python-version}}"
           cache: 'pip'
           cache-dependency-path: |
             pyproject.toml
 
-      - uses: extractions/setup-just@v2
+      - uses: extractions/setup-just@v4
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
 
@@ -88,7 +91,7 @@ jobs:
         run: just test
       
       - name: Upload test results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: reports-${{ matrix.os }}-${{ matrix.python-version }}
diff --git a/justfile b/justfile
index 49b6790..0ff8ad5 100644
--- a/justfile
+++ b/justfile
@@ -1,29 +1,32 @@
 
 # Note: Windows stores virtual environment scripts under Scripts/ directory instead of bin/
+# and uses 'python'/'pip' instead of 'python3'/'pip3'
 venv_bin := if os_family() == "windows" { ".venv/Scripts" } else { ".venv/bin" }
+python := if os_family() == "windows" { "python" } else { "python3" }
+pip := if os_family() == "windows" { "pip" } else { "pip3" }
 
 # Install python virtual environment
 venv:
-    [ -d .venv ] || python3 -m venv .venv
-    {{venv_bin}}/pip3 install .
+    [ -d .venv ] || {{python}} -m venv .venv
+    {{venv_bin}}/{{pip}} install .
 
 # Install dev dependencies
 install_dev:
-    {{venv_bin}}/pip3 install pylint black
+    {{venv_bin}}/{{pip}} install pylint black
 
 # Run formatting and linting
 lint:
-    {{venv_bin}}/python3 -m black .
-    {{venv_bin}}/python3 -m pylint AWS
+    {{venv_bin}}/{{python}} -m black .
+    {{venv_bin}}/{{python}} -m pylint AWS
 
 # Check formatting
 check-format:
-    {{venv_bin}}/python3 -m black --check .
+    {{venv_bin}}/{{python}} -m black --check .
 
 # Check linting
 check-lint:
-    {{venv_bin}}/python3 -m pylint AWS
+    {{venv_bin}}/{{python}} -m pylint AWS
 
 # Run tests
 test *args='':
-    {{venv_bin}}/python3 -m robot.run --outputdir output {{args}} tests
+    {{venv_bin}}/{{python}} -m robot.run --outputdir output {{args}} tests