diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fc377d8..066b8b6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -6,80 +6,60 @@ on:
   pull_request:
 
 jobs:
-  pylint:
+  ci:
+    name: ${{ matrix.name }}
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        include:
+          - id: flake8
+            name: Lint with flake8
+          - id: pylint
+            name: Lint with pylint
+          - id: black
+            name: Check formatting with black
+          - id: isort
+            name: Check import order with isort
+          - id: mypy
+            name: Check typing with mypy
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python
         uses: actions/setup-python@v2
+        id: python
         with:
           python-version: '3.7'
-      - name: Set up Python environment
+      
+      - name: Get pip cache dir
+        id: pip-cache
         run: |
-          pip3 install -e .
-          pip3 install -r requirements_test.txt
-      - name: Register problem matcher
-        run: |
-          echo "::add-matcher::.github/workflows/matchers/pylint.json"
-      - run: pylint aioesphomeapi
-  flake8:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python
-        uses: actions/setup-python@v2
+          echo "::set-output name=dir::$(pip cache dir)"
+      - name: Restore PIP cache
+        uses: actions/cache@v2
         with:
-          python-version: '3.7'
+          path: ${{ steps.pip-cache.outputs.dir }}
+          key: pip-${{ steps.python.outputs.python-version }}-${{ hashFiles('requirements.txt', 'requirements_test.txt') }}
+          restore-keys: |
+            pip-${{ steps.python.outputs.python-version }}-
       - name: Set up Python environment
         run: |
+          pip3 install -r requirements.txt -r requirements_test.txt
           pip3 install -e .
-          pip3 install -r requirements_test.txt
-      - name: Register problem matcher
+
+      - name: Register problem matchers
         run: |
           echo "::add-matcher::.github/workflows/matchers/flake8.json"
-      - run: flake8 aioesphomeapi
-  black:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: '3.7'
-      - name: Set up Python environment
-        run: |
-          pip3 install -e .
-          pip3 install -r requirements_test.txt
-      - run: black --safe --exclude 'api_pb2.py|api_options_pb2.py' aioesphomeapi
-  isort:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: '3.7'
-      - name: Set up Python environment
-        run: |
-          pip3 install -e .
-          pip3 install -r requirements_test.txt
-      - name: Register problem matcher
-        run: |
+          echo "::add-matcher::.github/workflows/matchers/pylint.json"
           echo "::add-matcher::.github/workflows/matchers/isort.json"
-      - run: isort --check aioesphomeapi
-  mypy:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: '3.7'
-      - name: Set up Python environment
-        run: |
-          pip3 install -e .
-          pip3 install -r requirements_test.txt
-      - name: Register problem matcher
-        run: |
           echo "::add-matcher::.github/workflows/matchers/mypy.json"
-      - run: mypy --strict aioesphomeapi
+      
+      - run: flake8 aioesphomeapi
+        if: ${{ matrix.id == 'flake8' }}
+      - run: pylint aioesphomeapi
+        if: ${{ matrix.id == 'pylint' }}
+      - run: black --check --diff --color aioesphomeapi
+        if: ${{ matrix.id == 'black' }}
+      - run: isort --check --diff aioesphomeapi
+        if: ${{ matrix.id == 'isort' }}
+      - run: mypy aioesphomeapi
+        if: ${{ matrix.id == 'mypy' }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e98abd9..eb7a626 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -5,25 +5,9 @@ on:
     types: [published]
 
 jobs:
-  pylint:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: '3.7'
-      - name: Set up Python environment
-        run: |
-          pip3 install -e .
-          pip3 install -r requirements_test.txt
-
-      - run: pylint aioesphomeapi
-
   deploy-pypi:
     name: Build and publish to PyPi
     runs-on: ubuntu-latest
-    needs: [pylint]
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python
diff --git a/mypy.ini b/mypy.ini
new file mode 100644
index 0000000..1a9998a
--- /dev/null
+++ b/mypy.ini
@@ -0,0 +1,7 @@
+[mypy]
+python_version = 3.7
+show_error_codes = true
+
+strict = true
+warn_unreachable = true
+
diff --git a/pylintrc b/pylintrc
deleted file mode 100644
index caca6a3..0000000
--- a/pylintrc
+++ /dev/null
@@ -1,18 +0,0 @@
-[MASTER]
-reports=no
-ignore=api_pb2.py,api_options_pb2.py
-
-disable=
-  missing-docstring,
-  too-few-public-methods,
-  too-many-instance-attributes,
-  wildcard-import,
-  invalid-name,
-  too-many-arguments,
-  line-too-long,
-  protected-access,
-  unused-wildcard-import,
-  import-outside-toplevel,
-  raise-missing-from,
-  bad-mcs-classmethod-argument,
-  duplicate-code,
diff --git a/pyproject.toml b/pyproject.toml
index 59441a4..06ed47e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,3 +2,29 @@
 profile = "black"
 multi_line_output = 3
 extend_skip = ["api_pb2.py", "api_options_pb2.py"]
+
+[tool.black]
+exclude = 'api_pb2.py|api_options_pb2.py'
+target-version = ['py37']
+
+[tool.pylint.MASTER]
+reports = 'no'
+ignore = [
+    "api_pb2.py",
+    "api_options_pb2.py"
+]
+disable = [
+  "missing-docstring",
+  "too-few-public-methods",
+  "too-many-instance-attributes",
+  "wildcard-import",
+  "invalid-name",
+  "too-many-arguments",
+  "line-too-long",
+  "protected-access",
+  "unused-wildcard-import",
+  "import-outside-toplevel",
+  "raise-missing-from",
+  "bad-mcs-classmethod-argument",
+  "duplicate-code",
+]
diff --git a/script/lint b/script/lint
index 75db083..466b77b 100755
--- a/script/lint
+++ b/script/lint
@@ -3,8 +3,8 @@
 cd "$(dirname "$0")/.."
 set -euxo pipefail
 
-black --safe --exclude 'api_pb2.py|api_options_pb2.py' aioesphomeapi
+black --safe aioesphomeapi
 pylint aioesphomeapi
 flake8 aioesphomeapi
 isort aioesphomeapi
-mypy --strict aioesphomeapi
+mypy aioesphomeapi