diff --git a/.github/actions/setup-python-cached/action.yml b/.github/actions/setup-python-cached/action.yml
deleted file mode 100644
index cebaf6b..0000000
--- a/.github/actions/setup-python-cached/action.yml
+++ /dev/null
@@ -1,98 +0,0 @@
-name: 'Setup Python with Cached Dependencies'
-description: 'Setup Python and cache entire site-packages directory'
-
-inputs:
-  python-version:
-    description: 'Python version to use'
-    required: false
-    default: '3.11'
-
-runs:
-  using: 'composite'
-  steps:
-    - name: Set up Python
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ inputs.python-version }}
-
-    - name: Get Python paths
-      id: python-paths
-      shell: bash
-      run: |
-        # Get Python paths using Python
-        python << 'EOF'
-        import os
-        import sys
-        import site
-        import subprocess
-        
-        # Get site-packages path
-        site_packages = site.getsitepackages()[0]
-        
-        # Get pip cache dir
-        pip_cache = subprocess.check_output([sys.executable, "-m", "pip", "cache", "dir"]).decode().strip()
-        
-        # Output for GitHub Actions
-        output_file = os.environ.get('GITHUB_OUTPUT', '')
-        if output_file:
-            with open(output_file, 'a') as f:
-                f.write(f"site-packages={site_packages}\n")
-                f.write(f"pip-cache={pip_cache}\n")
-                f.write(f"python-version={sys.version}\n")
-        EOF
-
-    - name: Cache Python environment
-      uses: actions/cache@v3
-      id: python-cache
-      with:
-        path: |
-          ${{ steps.python-paths.outputs.site-packages }}
-          ${{ steps.python-paths.outputs.pip-cache }}
-          ~/.local/bin
-          ~/.local/lib
-          ~/Library/Python
-          /opt/hostedtoolcache/Python/*/x64/bin
-          /opt/hostedtoolcache/Python/*/x64/lib/python*/site-packages
-        key: ${{ runner.os }}-py${{ inputs.python-version }}-${{ hashFiles('requirements.txt', 'pyproject.toml') }}-v2
-        restore-keys: |
-          ${{ runner.os }}-py${{ inputs.python-version }}-
-
-    - name: Install dependencies
-      shell: bash
-      run: |
-        echo "Cache hit: ${{ steps.python-cache.outputs.cache-hit }}"
-        echo "Python version: ${{ steps.python-paths.outputs.python-version }}"
-        echo "Site packages: ${{ steps.python-paths.outputs.site-packages }}"
-        
-        # Always ensure pip is up to date
-        pip install --upgrade pip
-        
-        if [[ "${{ steps.python-cache.outputs.cache-hit }}" != "true" ]]; then
-          echo "Cache miss - installing all dependencies"
-          pip install -r requirements.txt
-          pip install -e .
-        else
-          echo "Cache hit - verifying and reinstalling if needed"
-          # Check if black is available
-          if ! command -v black &> /dev/null; then
-            echo "Tools not in PATH, reinstalling..."
-            pip install -r requirements.txt
-          fi
-          # Always reinstall the local package in case code changed
-          pip install -e . --no-deps --force-reinstall
-        fi
-        
-        # Ensure tools are in PATH
-        export PATH="$HOME/.local/bin:$PATH"
-        echo "PATH=$HOME/.local/bin:$PATH" >> $GITHUB_ENV
-
-    - name: Verify installation
-      shell: bash
-      run: |
-        echo "=== Installed packages ==="
-        pip list 2>/dev/null | head -20 || true
-        echo "..."
-        echo "=== Package location ==="
-        python -c "import ovmobilebench; print(f'Package installed at: {ovmobilebench.__file__}')" || echo "Package not found"
-        echo "=== CLI availability ==="
-        which ovmobilebench || echo "CLI not in PATH"
\ No newline at end of file
diff --git a/.github/codecov.yml b/.github/codecov.yml
new file mode 100644
index 0000000..e6e5eab
--- /dev/null
+++ b/.github/codecov.yml
@@ -0,0 +1,19 @@
+ignore:
+  - "tests/**"
+  - "experiments/**"
+  - "**/__pycache__"
+  - "**/*.pyc"
+  - "setup.py"
+  - "scripts/generate_ssh_config.py"
+  - "scripts/test_ssh_device_ci.py"
+
+coverage:
+  status:
+    project:
+      default:
+        target: auto
+        threshold: 1%
+    patch:
+      default:
+        target: 80%
+        threshold: 5%
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..64b9c0b
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,14 @@
+version: 2
+updates:
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "friday"
+    open-pull-requests-limit: 10
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "friday"
+    open-pull-requests-limit: 10
diff --git a/.github/workflows/ci-orchestrator.yml b/.github/workflows/ci-orchestrator.yml
index 6c29a44..e4cda61 100644
--- a/.github/workflows/ci-orchestrator.yml
+++ b/.github/workflows/ci-orchestrator.yml
@@ -42,4 +42,4 @@ jobs:
     with:
       os: ${{ inputs.os }}
       device_serial: ${{ inputs.device_serial }}
-    secrets: inherit
\ No newline at end of file
+    secrets: inherit
diff --git a/.github/workflows/stage-build.yml b/.github/workflows/stage-build.yml
index 5a73373..ef65fbb 100644
--- a/.github/workflows/stage-build.yml
+++ b/.github/workflows/stage-build.yml
@@ -13,8 +13,16 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Setup Python with cached dependencies
-        uses: ./.github/actions/setup-python-cached
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
 
       - name: Build package
         run: python -m build
@@ -24,4 +32,4 @@ jobs:
         with:
           name: dist-${{ inputs.os }}
           path: dist/
-          retention-days: 7
\ No newline at end of file
+          retention-days: 7
diff --git a/.github/workflows/stage-device-tests.yml b/.github/workflows/stage-device-tests.yml
index 48cc4b0..d4948e5 100644
--- a/.github/workflows/stage-device-tests.yml
+++ b/.github/workflows/stage-device-tests.yml
@@ -18,8 +18,16 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Setup Python with cached dependencies
-        uses: ./.github/actions/setup-python-cached
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
 
       - name: Set up SSH server
         run: |
@@ -57,8 +65,16 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Setup Python with cached dependencies
-        uses: ./.github/actions/setup-python-cached
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
 
       - name: Check ADB devices
         run: adb devices
@@ -77,4 +93,4 @@ jobs:
         with:
           name: benchmark-results-adb-${{ inputs.os }}
           path: experiments/results/
-          retention-days: 30
\ No newline at end of file
+          retention-days: 30
diff --git a/.github/workflows/stage-lint-test.yml b/.github/workflows/stage-lint-test.yml
index 0087ea4..3ad985c 100644
--- a/.github/workflows/stage-lint-test.yml
+++ b/.github/workflows/stage-lint-test.yml
@@ -12,9 +12,19 @@ jobs:
     runs-on: ${{ inputs.os }}
     steps:
       - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0  # Fetch all history for all branches
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
 
-      - name: Setup Python with cached dependencies
-        uses: ./.github/actions/setup-python-cached
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
 
       - name: Run Black
         run: black --check ovmobilebench tests
@@ -28,14 +38,9 @@ jobs:
       - name: Run tests
         run: pytest tests/ -v --cov=ovmobilebench --cov=scripts --cov-report=xml --cov-report=term-missing
 
-      - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v4
+
+      - name: Upload coverage reports to Codecov
+        uses: codecov/codecov-action@v5.4.3
         with:
-          files: ./coverage.xml
-          flags: unittests
-          name: codecov-${{ inputs.os }}
-          fail_ci_if_error: true
-          token: ${{ secrets.CODECOV_TOKEN }}
-          verbose: true
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
\ No newline at end of file
+          files: coverage.xml
+
diff --git a/.github/workflows/stage-validation.yml b/.github/workflows/stage-validation.yml
index e3a94df..2425c35 100644
--- a/.github/workflows/stage-validation.yml
+++ b/.github/workflows/stage-validation.yml
@@ -13,8 +13,16 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Setup Python with cached dependencies
-        uses: ./.github/actions/setup-python-cached
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
 
       - name: Validate example config
         run: |
@@ -32,4 +40,4 @@ jobs:
           ovmobilebench all --help
           ovmobilebench package --help
           ovmobilebench deploy --help
-          ovmobilebench report --help
\ No newline at end of file
+          ovmobilebench report --help
diff --git a/codecov.yml b/codecov.yml
deleted file mode 100644
index 620010b..0000000
--- a/codecov.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-codecov:
-  require_ci_to_pass: yes
-  token: required
-
-coverage:
-  precision: 2
-  round: down
-  range: "70...100"
-  
-  status:
-    project:
-      default:
-        target: auto
-        threshold: 1%
-        paths:
-          - "ovmobilebench/"
-          - "scripts/"
-    patch:
-      default:
-        target: auto
-        threshold: 1%
-
-parsers:
-  gcov:
-    branch_detection:
-      conditional: yes
-      loop: yes
-      method: no
-      macro: no
-
-comment:
-  layout: "reach,diff,flags,files,footer"
-  behavior: default
-  require_changes: no
-
-ignore:
-  - "tests/"
-  - "experiments/"
-  - "**/__pycache__"
-  - "**/*.pyc"
-  - "setup.py"