diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index 10f6833..598a8e7 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -13,7 +13,7 @@ permissions:
   contents: read
 
 jobs:
-  build:
+  quality:
     runs-on: ubuntu-latest
 
     steps:
@@ -21,19 +21,20 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v4
       with:
-        python-version: "3.x"
+        python-version: "3.11"
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install isort
-        pip install black
-        pip install flake8
-        pip install pytest
-        pip install pandas
-        pip install pandas-stubs
-    - name: Run isort
-      run: isort . --check-only --diff
-    - name: Run black
-      run: black . --check
-    - name: Run flake8
-      run: flake8
+        pip install black flake8 isort bandit safety pytest-cov
+        pip install -r requirements.txt
+    - name: Check formatting
+      run: |
+        black . --check
+        isort . --check-only --diff
+    - name: Lint
+      run: |
+        flake8 . --count --statistics
+        bandit -r .
+    - name: Security check
+      run: |
+        safety check
diff --git a/pyproject.toml b/pyproject.toml
index 8255a02..87c98de 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,20 +8,6 @@ profile = "black"
 multi_line_output = 3
 py_version = 311
 
-[tool.mypy]
-python_version = "3.11"
-warn_return_any = true
-warn_unused_configs = true
-disallow_untyped_defs = true
-check_untyped_defs = true
-disallow_incomplete_defs = true
-no_implicit_optional = true
-warn_redundant_casts = true
-warn_unused_ignores = true
-warn_no_return = true
-warn_unreachable = true
-packages = ["fingpt_trader"]
-
 [tool.bandit]
 exclude_dirs = ["tests", "venv", ".git", "__pycache__"]
 skips = ["B101", "B104"]  # Skip assert statements and hardcoded bind
@@ -33,6 +19,24 @@ skips = ["test_*.py"]
 [tool.bandit.hardcoded_bind_all_interfaces]
 skips = ["start_bot.py"]
 
+[tool.flake8]
+max-line-length = 88
+extend-ignore = E203, W503
+exclude = .git,__pycache__,venv,tests, dist
+
+[coverage:run]
+branch = True
+source = fingpt_trader
+
+[coverage:report]
+show_missing = True
+skip_covered = True
+fail_under = 100
+exclude_lines =
+    pragma: no cover
+    def __repr__
+    raise NotImplementedError
+
 [build-system]
 requires = ["setuptools>=45", "wheel"]
 build-backend = "setuptools.build_meta"