diff --git a/.github/workflows/code_quality.yml b/.github/workflows/code_quality.yml
new file mode 100644
index 0000000..41cf226
--- /dev/null
+++ b/.github/workflows/code_quality.yml
@@ -0,0 +1,42 @@
+name: Code Quality Checks
+
+on: pull_request
+
+jobs:
+  code_format:
+    name: Code Formatting
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.12
+
+      - name: Cache dependencies
+        uses: actions/cache@v3
+        with:
+          path: |
+            ~/.cache/pip
+          key: linux-pip-dev-${{ hashFiles('requirements-dev.txt') }}
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements-dev.txt
+
+      - name: Run code formatter
+        run: isort . && black .
+
+      - name: Assert that the codebase has no dif
+        shell: bash
+        run: |
+          if [[ -n "$(git status --short | grep '^ [^\s]\|??')" ]]; then
+            echo "Unstaged/untracked files exist"
+            git status
+            git --no-pager diff
+            echo "Auto formatting hasn't been applied by the codebase."
+            exit 1
+          fi
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
deleted file mode 100644
index 19b9f00..0000000
--- a/.pre-commit-config.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-repos:
-  - repo: https://github.com/PyCQA/isort
-    rev: 5.13.2
-    hooks:
-      - id: isort
-
-  - repo: https://github.com/psf/black
-    rev: 23.9.1
-    hooks:
-      - id: black
diff --git a/bootstrap.ps1 b/bootstrap.ps1
index 070823a..98d5ad8 100644
--- a/bootstrap.ps1
+++ b/bootstrap.ps1
@@ -28,8 +28,4 @@ if (-Not (Test-Path $requirements_file)) {
 Write-Host "Installing dependencies from requirements-dev.txt..."
 pip install -r $requirements_file
 
-# Activate pre-commit hooks
-Write-Host "Installing pre-commit hooks..."
-pre-commit install
-
 Write-Host "Bootstrap process complete."
diff --git a/bootstrap.sh b/bootstrap.sh
index 9a4cfc7..1b9c7a5 100755
--- a/bootstrap.sh
+++ b/bootstrap.sh
@@ -25,8 +25,4 @@ fi
 echo "Installing dependencies from requirements-dev.txt..."
 pip install -r "$REQUIREMENTS_FILE"
 
-# Activate pre-commit hooks
-echo "Installing pre-commit hooks..."
-pre-commit install
-
 echo "Bootstrap process complete."
diff --git a/requirements-dev.txt b/requirements-dev.txt
index a09970a..110877d 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -2,3 +2,5 @@
 
 pre_commit==4.0.1
 pyarrow-stubs==17.13
+black==24.10.0
+isort==5.13.2