diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..5f362fc
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,16 @@
+---
+version: 2
+updates:
+  - package-ecosystem: github-actions
+    directory: /
+    labels:
+      - dependabot
+      - actions
+    schedule:
+      interval: daily
+    groups:
+      action-dependencies:
+        patterns:
+          - '*'
+    commit-message:
+      prefix: 'build'
diff --git a/.github/workflows/check-code.yml b/.github/workflows/check-code.yml
new file mode 100644
index 0000000..4011ced
--- /dev/null
+++ b/.github/workflows/check-code.yml
@@ -0,0 +1,53 @@
+---
+name: Checks
+on:
+  pull_request:
+    paths:
+      - '**.py*'
+      - '.github/workflows/check-code.yml'
+jobs:
+  lint:
+    strategy:
+      fail-fast: false
+      matrix:
+        linter: [
+          {'name': 'flake8', 'format': 'flake8', 'cwd': '.', 'cmd': 'flake8 .'},
+          {'name': 'mypy', 'format': 'mypy', 'cwd': '.', 'cmd': 'mypy .'},
+          {'name': 'pylint', 'format': 'pylint', 'cwd': '.', 'cmd': 'pylint --load-plugins pylint_pytest $(Get-ChildItem -Filter *.py -Recurse .)'},
+        ]
+    name: ${{ matrix.linter.name }}
+    runs-on: windows-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+      - name: Install Python dependencies
+        run: python -m pip install -r dev-requirements.txt
+      - name: Lint
+        run: cd ${{ matrix.linter.cwd }}; ${{ matrix.linter.cmd }} > lint.log
+      - name: Convert
+        uses: bugale/bugalint@v2
+        if: always()
+        with:
+          inputFile: 'lint.log'
+          toolName: ${{ matrix.linter.name }}
+          inputFormat: ${{ matrix.linter.format }}
+      - name: Upload results
+        uses: github/codeql-action/upload-sarif@v3
+        if: always()
+        with:
+          sarif_file: sarif.json
+  test:
+    runs-on: windows-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+      - uses: FedericoCarboni/setup-ffmpeg@v2
+        id: setup-ffmpeg
+      - name: Install test dependencies
+        run: python -m pip install -r dev-requirements.txt
+      - name: Test
+        run: pytest tests
diff --git a/.github/workflows/check-docs.yml b/.github/workflows/check-docs.yml
new file mode 100644
index 0000000..a266ab1
--- /dev/null
+++ b/.github/workflows/check-docs.yml
@@ -0,0 +1,33 @@
+---
+name: Checks
+on:
+  pull_request:
+    paths:
+      - '**.md'
+      - '**mdl*'
+      - '.github/workflows/check-docs.yml'
+jobs:
+  markdownlint:
+    name: markdownlint
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Lint
+        uses: avto-dev/markdown-lint@v1
+        with:
+          args: '**/*.md'
+          output: 'lint.txt'
+          config: '.mdl.yml'
+      - name: Convert
+        uses: bugale/bugalint@v2
+        if: always()
+        with:
+          inputFile: 'lint.txt'
+          toolName: 'mdl'
+          inputFormat: 'mdl'
+      - name: Upload results
+        uses: github/codeql-action/upload-sarif@v3
+        if: always()
+        with:
+          sarif_file: sarif.json
diff --git a/.github/workflows/check-general.yml b/.github/workflows/check-general.yml
new file mode 100644
index 0000000..9cb72b7
--- /dev/null
+++ b/.github/workflows/check-general.yml
@@ -0,0 +1,41 @@
+---
+name: Checks
+on:
+  - pull_request
+jobs:
+  required:
+    name: Required Checks
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - uses: bugale/bugroup-checks@v1
+        with:
+          checks: |-
+            Check .*
+            .*[lL]int.*
+          self: Required Checks
+  check-commits:
+    name: Check Commits
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install Dependencies
+        run: npm install -g @commitlint/cli @commitlint/config-conventional conventional-changelog-conventionalcommits
+      - name: Get Base
+        id: get-base
+        run: |-
+          count=$(gh api "/repos/${{ github.repository }}/pulls/${{ github.event.number }}/commits" --jq "length")
+          req=$(($count + 1))
+          echo "count: $count, req: $req"
+          echo "commit-count=$count" >> $GITHUB_OUTPUT
+          echo "required=$req" >> $GITHUB_OUTPUT
+        env:
+          GH_TOKEN: ${{ github.token }}
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: ${{ steps.get-base.outputs.required }}
+          ref: ${{ github.event.pull_request.head.sha }}
+      - name: Check Commits
+        run: |-
+          commitlint --from ${{ github.event.pull_request.head.sha }}~${{ steps.get-base.outputs.commit-count }} --to ${{ github.event.pull_request.head.sha }}
diff --git a/.github/workflows/check-yml.yml b/.github/workflows/check-yml.yml
new file mode 100644
index 0000000..58c4dd7
--- /dev/null
+++ b/.github/workflows/check-yml.yml
@@ -0,0 +1,27 @@
+---
+name: Checks
+on:
+  pull_request:
+    paths:
+      - '**.yml'
+jobs:
+  yamllint:
+    name: yamllint
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: yamllint
+        run: yamllint --strict -f parsable . > lint.txt
+      - name: Convert
+        uses: bugale/bugalint@v2
+        if: always()
+        with:
+          inputFile: 'lint.txt'
+          toolName: 'yamllint'
+          inputFormat: 'yamllint'
+      - name: Upload results
+        uses: github/codeql-action/upload-sarif@v3
+        if: always()
+        with:
+          sarif_file: sarif.json
diff --git a/.github/workflows/dependabot.yml b/.github/workflows/dependabot.yml
new file mode 100644
index 0000000..1855519
--- /dev/null
+++ b/.github/workflows/dependabot.yml
@@ -0,0 +1,18 @@
+---
+name: Dependabot
+on:
+  - pull_request
+permissions: write-all
+jobs:
+  auto-merge:
+    name: Auto-merge
+    runs-on: ubuntu-latest
+    if: ${{ github.actor == 'dependabot[bot]' }}
+    steps:
+      - name: Dependabot metadata
+        id: metadata
+        uses: dependabot/fetch-metadata@v1
+      - name: Enable auto-merge for Dependabot PRs
+        run: gh pr merge --auto --rebase "${{github.event.pull_request.html_url}}"
+        env:
+          GH_TOKEN: ${{ github.token }}
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
deleted file mode 100644
index 233d5ef..0000000
--- a/.github/workflows/lint.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-name: Lint
-
-on:
-  pull_request:
-    branches: [ main ]
-
-jobs:
-  lint:
-    strategy:
-      fail-fast: false
-      matrix:
-        linter: [
-          {"name": "flake8", "format": "flake8", "cwd": ".", "cmd": "flake8 ."},
-          {"name": "mypy", "format": "mypy", "cwd": ".", "cmd": "mypy ."},
-          {"name": "pylint", "format": "pylint-json", "cwd": ".", "cmd": "pylint --load-plugins pylint_pytest $(Get-ChildItem -Filter *.py -Recurse .)"},
-        ]
-    name: ${{ matrix.linter.name }}
-    runs-on: windows-latest
-    steps:
-    - uses: actions/checkout@v3
-    - uses: actions/setup-python@v4
-      with:
-        python-version: '3.11'
-    - name: Install Python dependencies
-      run: |
-        py -3.11 -m pip install --upgrade pip
-        py -3.11 -m pip install -r dev-requirements.txt
-        py -3.11 -m pip install git+https://github.com/bugale/Bugalintly.git@bugalintly
-    - name: Lint
-      run: |
-        cd ${{ matrix.linter.cwd }}
-        ${{ matrix.linter.cmd }} > lint.log
-        $exitcode = $LASTEXITCODE
-        type lint.log | Lintly --log --no-request-changes --no-review-body --base-dir . --format=${{ matrix.linter.format }} --comment-tag=${{ matrix.linter.name }}
-        exit $exitcode
-      env:
-        LINTLY_API_KEY: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
deleted file mode 100644
index 74f1fc4..0000000
--- a/.github/workflows/test.yml
+++ /dev/null
@@ -1,23 +0,0 @@
-name: Test
-
-on:
-  pull_request:
-    branches: [ main ]
-
-jobs:
-  test:
-    runs-on: windows-latest
-    steps:
-    - uses: actions/checkout@v3
-    - uses: actions/setup-python@v4
-      with:
-        python-version: '3.11'
-    - uses: FedericoCarboni/setup-ffmpeg@v2
-      id: setup-ffmpeg
-    - name: Install test dependencies
-      run: |
-        py -3.11 -m pip install --upgrade pip
-        py -3.11 -m pip install -r dev-requirements.txt
-    - name: Test
-      run: |
-        pytest tests
diff --git a/.mdl.yml b/.mdl.yml
new file mode 100644
index 0000000..9121d63
--- /dev/null
+++ b/.mdl.yml
@@ -0,0 +1,5 @@
+---
+# MD013/line-length - Line length
+MD013:
+  line_length: 160
+  ignore_code_blocks: true
diff --git a/.yamllint.yml b/.yamllint.yml
new file mode 100644
index 0000000..4db652a
--- /dev/null
+++ b/.yamllint.yml
@@ -0,0 +1,10 @@
+---
+extends: default
+ignore:
+  - 'node_modules/**'
+rules:
+  new-lines: disable
+  truthy:
+    check-keys: false
+  line-length:
+    max: 160
diff --git a/README.md b/README.md
index 1af0a00..b79d71c 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,3 @@
 # Buganime
+
 My personal Anime organizer, that upscales your anime to 4K, burns the subtitles, leaves only Japanese audio, and organizes it in a Plex-friendly tree.
diff --git a/buganime/buganime.py b/buganime/buganime.py
index 32a2144..8d5fea0 100644
--- a/buganime/buganime.py
+++ b/buganime/buganime.py
@@ -157,7 +157,7 @@ def process_path(input_path: str) -> None:
 
 def main(args: list[str]) -> int:
     if len(args) != 1:
-        print("Usage: buganime.py <input_path>")
+        print('Usage: buganime.py <input_path>')
         return 1
 
     input_path = args[0]
diff --git a/buganime/transcode.py b/buganime/transcode.py
index b5a541d..a50a925 100644
--- a/buganime/transcode.py
+++ b/buganime/transcode.py
@@ -104,8 +104,8 @@ async def __write_output_frames(self, frames: AsyncIterator[bytes]) -> None:
     def __gpu_upscale(self, frame: torch.Tensor) -> torch.Tensor:
         with torch.no_grad():
             frame_float = frame.cuda().permute(2, 0, 1).half() / 255
-            frame_upscaled_float = cast(torch.Tensor, self.__model(frame_float.unsqueeze(0)).data).squeeze().clamp_(0, 1)
-            return (frame_upscaled_float * 255.0).round().byte().permute(1, 2, 0).cpu()
+            frame_upscaled_float = self.__model(frame_float.unsqueeze(0)).data.squeeze().clamp_(0, 1)
+            return cast(torch.Tensor, (frame_upscaled_float * 255.0).round().byte().permute(1, 2, 0).cpu())
 
     async def __upscale_frame(self, frame: bytes) -> bytes:
         if self.__video_info.height == self.__height_out:
diff --git a/commitlint.config.js b/commitlint.config.js
new file mode 100644
index 0000000..42226d6
--- /dev/null
+++ b/commitlint.config.js
@@ -0,0 +1,6 @@
+module.exports = {
+  extends: ['@commitlint/config-conventional'],
+  rules: {
+    'body-max-line-length': [0, 'always', 10000]
+  }
+}
diff --git a/dev-requirements.txt b/dev-requirements.txt
index de29a6c..0469855 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -2,6 +2,7 @@ pytest
 pylint
 pylint-pytest
 flake8
+flake8-quotes
 mypy
 tqdm-stubs
 types-retry