diff --git a/.circleci/config.yml b/.circleci/config.yml
index 36d40239..4e538b80 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -13,7 +13,6 @@ orbs:
   docker: circleci/docker@2.2.0
   python: circleci/python@2.1.1
 
-
 jobs:
   unit-tests:
     executor: &python-executor
@@ -30,6 +29,44 @@ jobs:
       - store_test_results:
           path: test-results
 
+  black:
+    executor: *python-executor
+    steps:
+      - checkout
+      - python/install-packages:
+          pip-dependency-file: requirements.txt
+          pkg-manager: pip
+      - run: &git-diff-py-files
+          name: List added, copied, modified, and renamed *py files
+          command: git diff --name-only --diff-filter=ACMR origin/main | grep -E "(.py$)" > diff.txt || true
+      - run:
+          name: List black errors
+          command: black . --check &> lint_checks.txt || true
+      - run:
+          name: 🧹 Diff-based black
+          command: &display-lint-errors |
+            grep -Ff diff.txt lint_checks.txt > lint_errors.txt || true
+            if [ -s lint_errors.txt ]; then
+              cat lint_errors.txt
+              printf 'Run the following command to fix your branch:\n make fixes'
+              exit 1
+            fi
+
+  ruff:
+    executor: *python-executor
+    steps:
+      - checkout
+      - python/install-packages:
+          pip-dependency-file: requirements.txt
+          pkg-manager: pip
+      - run: *git-diff-py-files
+      - run:
+          name: List ruff errors
+          command: ruff check . &> lint_checks.txt || true
+      - run:
+          name: 🧹 Diff-based ruff
+          command: *display-lint-errors
+
   validate-requirements:
     executor: *python-executor
     steps:
@@ -58,6 +95,13 @@ jobs:
 workflows:
   ci:
     jobs:
+      - validate-requirements:
+          name: 🧪 Validate requirements
+          filters: &ci-filter
+            branches:
+              ignore: main
+            tags:
+              ignore: /.*/
       - docker/publish:
           name: 🛠️ Docker build test
           before_build: &version
@@ -75,20 +119,26 @@ workflows:
           deploy: false
           image: $CIRCLE_PROJECT_REPONAME
           tag: ${CIRCLE_SHA1:0:9}
-          filters: &ci-filter
-            branches:
-              ignore: main
-            tags:
-              ignore: /.*/
+          filters: *ci-filter
+          requires:
+            - 🧪 Validate requirements
+      - black:
+          name: ⚫ black
+          filters: *ci-filter
+          requires:
+            - 🧪 Validate requirements
+      - ruff:
+          name: 🚓 ruff
+          filters: *ci-filter
+          requires:
+            - 🧪 Validate requirements
 
       - unit-tests:
           name: 🧪 Unit tests
           filters: *ci-filter
-
-      - validate-requirements:
-          name: 🧪 Validate requirements
-          filters: *ci-filter
-
+          requires:
+            - ⚫ black
+            - 🚓 ruff
 
   publish:
     jobs:
diff --git a/Makefile b/Makefile
index b1caeb4d..dd010841 100644
--- a/Makefile
+++ b/Makefile
@@ -21,6 +21,10 @@ build:
 pip-compile:
 	pip-compile
 
+fixes:
+	ruff check $$(git diff --name-only --diff-filter=ACMR origin/main | grep -E "(.py$$)")  --fix
+	black $$(git diff --name-only --diff-filter=ACMR origin/main | grep -E "(.py$$)")
+
 clean: stop
 	docker-compose rm -f
 	rm -rf logs/*
diff --git a/dags/backfill.py b/dags/backfill.py
index 91cfe877..82333e7c 100644
--- a/dags/backfill.py
+++ b/dags/backfill.py
@@ -6,9 +6,8 @@ from airflow.models import DagModel
 from airflow.models.param import Param
 from airflow.operators.bash import BashOperator
 from airflow.operators.empty import EmptyOperator
-from airflow.operators.python import PythonOperator, BranchPythonOperator
+from airflow.operators.python import BranchPythonOperator, PythonOperator
 from airflow.utils.trigger_rule import TriggerRule
-
 from utils.backfill import BackfillParams
 from utils.tags import Tag
 
@@ -27,7 +26,11 @@ def dry_run_branch_callable(params: dict) -> str:
 
 def clear_branch_callable(params: dict) -> str:
     backfill_params = BackfillParams(**params)
-    return TaskId.clear_tasks.value if backfill_params.clear else TaskId.do_not_clear_tasks.value
+    return (
+        TaskId.clear_tasks.value
+        if backfill_params.clear
+        else TaskId.do_not_clear_tasks.value
+    )
 
 
 def param_validation(params: dict) -> bool:
@@ -65,7 +68,7 @@ doc_md = """
 
 
 @dag(
-    dag_id='backfill',
+    dag_id="backfill",
     schedule_interval=None,
     doc_md=doc_md,
     catchup=False,
@@ -73,17 +76,20 @@ doc_md = """
     dagrun_timeout=datetime.timedelta(days=1),
     tags=[Tag.ImpactTier.tier_3, Tag.Triage.record_only],
     render_template_as_native_obj=True,
-    params={"dag_name": Param("dag_name", type="string"),
-            "start_date": Param((datetime.date.today() - datetime.timedelta(days=10)).isoformat(),
-                                type="string",
-                                format="date-time"),
-            "end_date": Param(datetime.date.today().isoformat(),
-                              type="string",
-                              format="date-time"),
-            "clear": Param(False, type="boolean"),
-            "dry_run": Param(True, type="boolean"),
-            "task_regex": Param(None, type=["string", "null"]),
-            }
+    params={
+        "dag_name": Param("dag_name", type="string"),
+        "start_date": Param(
+            (datetime.date.today() - datetime.timedelta(days=10)).isoformat(),
+            type="string",
+            format="date-time",
+        ),
+        "end_date": Param(
+            datetime.date.today().isoformat(), type="string", format="date-time"
+        ),
+        "clear": Param(False, type="boolean"),
+        "dry_run": Param(True, type="boolean"),
+        "task_regex": Param(None, type=["string", "null"]),
+    },
 )
 def backfill_dag():
     param_validation_task = PythonOperator(
@@ -120,12 +126,19 @@ def backfill_dag():
     )
 
     backfill_task = BashOperator(
-        task_id='execute_backfill',
+        task_id="execute_backfill",
         bash_command="{{ ti.xcom_pull(task_ids='generate_backfill_command') }}",
     )
 
-    param_validation_task >> dry_run_branch_task >> [dry_run_task, real_deal_task] >> clear_branch_task >> [
-        clear_tasks_task, do_not_clear_tasks_task] >> generate_backfill_command_task >> backfill_task
+    (
+        param_validation_task
+        >> dry_run_branch_task
+        >> [dry_run_task, real_deal_task]
+        >> clear_branch_task
+        >> [clear_tasks_task, do_not_clear_tasks_task]
+        >> generate_backfill_command_task
+        >> backfill_task
+    )
 
 
 dag = backfill_dag()
diff --git a/dags/utils/backfill.py b/dags/utils/backfill.py
index b250845f..36f435c3 100644
--- a/dags/utils/backfill.py
+++ b/dags/utils/backfill.py
@@ -1,7 +1,8 @@
+from __future__ import annotations
+
 import dataclasses
 import datetime
 import re
-from typing import Optional, List
 
 
 @dataclasses.dataclass
@@ -11,51 +12,58 @@ class BackfillParams:
     end_date: str
     clear: bool
     dry_run: bool
-    task_regex: Optional[str]
+    task_regex: str | None
 
     def validate_date_range(self) -> None:
         start_date = datetime.datetime.fromisoformat(self.start_date)
         end_date = datetime.datetime.fromisoformat(self.end_date)
         if start_date > end_date:
-            raise ValueError(f"`start_date`={self.start_date} is greater than `end_date`={self.end_date}")
+            raise ValueError(
+                f"`start_date`={self.start_date} is greater than `end_date`={self.end_date}"
+            )
 
     def validate_regex_pattern(self) -> None:
         if self.task_regex:
             try:
                 re.compile(self.task_regex)
             except re.error:
-                raise ValueError(f"Invalid regex pattern for `task_regex`={self.task_regex}")
+                raise ValueError(
+                    f"Invalid regex pattern for `task_regex`={self.task_regex}"
+                ) from None
 
-    def generate_backfill_command(self) -> List[str]:
-        """Backfill command based off the Airflow plugin implemented by hwoo
+    def generate_backfill_command(self) -> list[str]:
+        """
+        Backfill command based off the Airflow plugin implemented by hwoo.
 
         Original implementation in plugins/backfill/main.py
 
         """
         # Construct the airflow command
-        cmd = ['airflow']
+        cmd = ["airflow"]
 
         if self.clear:
-            cmd.extend(['tasks', 'clear'])
+            cmd.extend(["tasks", "clear"])
 
             if self.dry_run:
                 # For dry runs we simply time out to avoid zombie procs waiting on user input.
                 # The output is what we're interested in
-                timeout_list = ['timeout', '60']
+                timeout_list = ["timeout", "60"]
                 cmd = timeout_list + cmd
             else:
-                cmd.append('-y')
+                cmd.append("-y")
 
             if self.task_regex:
-                cmd.extend(['-t', str(self.task_regex)])
+                cmd.extend(["-t", str(self.task_regex)])
         else:
-            cmd.extend(['dags', 'backfill', '--donot-pickle'])
+            cmd.extend(["dags", "backfill", "--donot-pickle"])
             if self.dry_run:
-                cmd.append('--dry-run')
+                cmd.append("--dry-run")
 
             if self.task_regex:
-                cmd.extend(['-t', str(self.task_regex)])
+                cmd.extend(["-t", str(self.task_regex)])
 
-        cmd.extend(['-s', str(self.start_date), '-e', str(self.end_date), str(self.dag_name)])
+        cmd.extend(
+            ["-s", str(self.start_date), "-e", str(self.end_date), str(self.dag_name)]
+        )
 
         return cmd
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..f61c90e9
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,40 @@
+[tool.ruff.isort]
+known-third-party = ["airflow"]
+
+[tool.ruff]
+select = [
+    "E", # pycodestyle
+    "W", # pycodestyle
+    "F", # Pyflakes
+    "B", # flake8-bugbear
+    "C4", # flake8-comprehensions
+    "D", # flake8-docstrings
+    "I", # isort
+    "SIM", # flake8-simplify
+    "TCH", # flake8-type-checking
+    "TID", # flake8-tidy-imports
+    "Q", # flake8-quotes
+    "UP", # pyupgrade
+    "PT", # flake8-pytest-style
+    "RUF", # Ruff-specific rules
+]
+ignore = [
+    "E501", # line too long, handled by black
+    # Docstring linting
+    "D100", # Missing docstring in public module
+    "D101", # Missing docstring in public class
+    "D102", # Missing docstring in public method
+    "D103", # Missing docstring in public function
+    "D104", # Missing docstring in public package
+    "D105", # Missing docstring in magic method
+    "D107", # Missing docstring in __init__
+    "D202", # No blank lines allowed after function docstring -> clashes with Black
+    "D203", # 1 blank line required before class docstring
+    "D212", # Multi-line docstring summary should start at the first line
+    "D415", # First line should end with a period, question mark, or exclamation point
+    "D416", #Section name should end with a colon ("{name}")
+    # flake8-pytest-style:
+    "PT011", # pytest.raises({exception}) is too broad, set the match parameter or use a more specific exception
+    # To enable when we migrate to Python 3.10
+    "B905", # `zip()` without an explicit `strict=` parameter
+]
diff --git a/requirements.in b/requirements.in
index bef38e0a..69aff59c 100644
--- a/requirements.in
+++ b/requirements.in
@@ -10,10 +10,14 @@ apache-airflow-providers-http
 apache-airflow-providers-slack
 airflow-provider-fivetran==1.1.2
 
+# Code quality
+pytest==6.2.5
+pytest-mock==3.10.0
+black==22.6.0
+ruff==0.0.252
+
 # Misc
 mozlogging
-pytest
-pytest-mock
 
 # Required for backfill UI
 flask-admin
diff --git a/requirements.txt b/requirements.txt
index aac556ca..a855f50e 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -121,6 +121,10 @@ billiard==3.6.4.0
     # via
     #   -c ./constraints.txt
     #   celery
+black==22.6.0
+    # via
+    #   -c ./constraints.txt
+    #   -r requirements.in
 blinker==1.4
     # via
     #   -c ./constraints.txt
@@ -176,6 +180,7 @@ charset-normalizer==2.0.12
 click==8.1.3
     # via
     #   -c ./constraints.txt
+    #   black
     #   celery
     #   click-didyoumean
     #   click-plugins
@@ -804,6 +809,10 @@ mypy-boto3-redshift-data==1.24.11.post3
     # via
     #   -c ./constraints.txt
     #   apache-airflow-providers-amazon
+mypy-extensions==0.4.3
+    # via
+    #   -c ./constraints.txt
+    #   black
 mysql-connector-python==8.0.29
     # via
     #   -c ./constraints.txt
@@ -850,10 +859,15 @@ pathspec==0.9.0
     # via
     #   -c ./constraints.txt
     #   apache-airflow
+    #   black
 pendulum==2.1.2
     # via
     #   -c ./constraints.txt
     #   apache-airflow
+platformdirs==2.5.2
+    # via
+    #   -c ./constraints.txt
+    #   black
 pluggy==1.0.0
     # via
     #   -c ./constraints.txt
@@ -1096,6 +1110,8 @@ rsa==4.8
     # via
     #   -c ./constraints.txt
     #   google-auth
+ruff==0.0.252
+    # via -r requirements.in
 s3transfer==0.6.0
     # via
     #   -c ./constraints.txt
@@ -1195,6 +1211,10 @@ toml==0.10.2
     # via
     #   -c ./constraints.txt
     #   pytest
+tomli==2.0.1
+    # via
+    #   -c ./constraints.txt
+    #   black
 tornado==6.2
     # via
     #   -c ./constraints.txt
@@ -1203,6 +1223,7 @@ typing-extensions==4.3.0
     # via
     #   -c ./constraints.txt
     #   apache-airflow
+    #   black
     #   looker-sdk
     #   mypy-boto3-rds
     #   mypy-boto3-redshift-data
diff --git a/tests/conftest.py b/tests/conftest.py
index 96760fb6..37902afa 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -3,7 +3,6 @@ import os
 import pathlib
 import sys
 import warnings
-from typing import Dict, Union
 
 import pytest
 from airflow.models import DagBag
@@ -41,15 +40,17 @@ def get_dag_bag(session_mocker) -> DagBag:
 
 
 def env_load_variables_from_json(path: pathlib.Path) -> None:
-    """Load Airflow Variables as environment variables from a JSON file generated
-    by running `airflow variables export <filename>.json`. Variable values
-    must be `str` or `int`.
+    """
+    Load Airflow Variables as environment variables from a JSON file.
+
+    JSON file should be generated by running `airflow variables export <filename>.json`.
+    Variable values must be `str` or `int`.
 
     See this link for more information on Airflow Variables as environment variables
     https://airflow.apache.org/docs/apache-airflow/stable/howto/variable.html
     """
-    with open(path, "r") as file:
-        variables: Dict[str, Union[str, int]] = json.load(file)
+    with open(path) as file:
+        variables: dict[str, str | int] = json.load(file)
 
     for name, value in variables.items():
         formatted_variable_name = f"AIRFLOW_VAR_{name.upper()}"
@@ -57,17 +58,19 @@ def env_load_variables_from_json(path: pathlib.Path) -> None:
 
 
 def env_load_connections_from_json(path: pathlib.Path) -> None:
-    """Load Airflow Connections as environment variables from a JSON file generated
-    by running `airflow connections export <filename>.json`. Uses a Connection object
-    to ensure correct Connection parsing.
+    """
+    Load Airflow Connections as environment variables from a JSON file.
+
+    JSON file should be generated by running `airflow connections export <filename>.json`.
+    Uses a Connection object to ensure correct Connection parsing.
 
     See this link for more information on Airflow Connections as environment variables
     https://airflow.apache.org/docs/apache-airflow/stable/howto/connection.html
     """
     from airflow.models import Connection
 
-    with open(path, "r") as file:
-        connections: Dict[str, Dict] = json.load(file)
+    with open(path) as file:
+        connections: dict[str, dict] = json.load(file)
 
     for name, params in connections.items():
         conn_instance = Connection.from_json(value=json.dumps(params), conn_id=name)
diff --git a/tests/dags/test_dag_validity.py b/tests/dags/test_dag_validity.py
index b167868e..a273dd75 100644
--- a/tests/dags/test_dag_validity.py
+++ b/tests/dags/test_dag_validity.py
@@ -1,5 +1,6 @@
 def test_dag_validity(get_dag_bag):
-    """Test all DAGs can be parsed.
+    """
+    Test all DAGs can be parsed.
 
     This test should be equivalent to the integration test using airflow CLI.
     At the moment, there is a discrepancy between this unit test and the integration
@@ -20,9 +21,14 @@ def test_dag_tags(get_dag_bag):
     """Check tags in all DAGs are valid."""
 
     valid_tags = {
-        "impact/tier_1", "impact/tier_2", "impact/tier_3", "repo/bigquery-etl",
-        "repo/telemetry-airflow", "repo/private-bigquery-etl",
-        "triage/no_triage", "triage/record_only"
+        "impact/tier_1",
+        "impact/tier_2",
+        "impact/tier_3",
+        "repo/bigquery-etl",
+        "repo/telemetry-airflow",
+        "repo/private-bigquery-etl",
+        "triage/no_triage",
+        "triage/record_only",
     }
     dagbag = get_dag_bag
 
@@ -32,7 +38,7 @@ def test_dag_tags(get_dag_bag):
 
 
 def test_dag_tags_required(get_dag_bag):
-    """Check at least one tag per DAG is of the required type"""
+    """Check at least one tag per DAG is of the required type."""
 
     required_tag_type = "impact"
     dagbag = get_dag_bag
@@ -42,6 +48,6 @@ def test_dag_tags_required(get_dag_bag):
         if dag.is_subdag:
             continue
 
-        assert [tag for tag in dag.tags if
-                required_tag_type in tag], f"DAG: {dag_name}: Missing required tag " \
-                                           f"type `{required_tag_type}`"
+        assert [
+            tag for tag in dag.tags if required_tag_type in tag
+        ], f"DAG: {dag_name}: Missing required tag type `{required_tag_type}`"
diff --git a/tests/utils/test_backfill.py b/tests/utils/test_backfill.py
index 2c9e8c10..95bdedd1 100644
--- a/tests/utils/test_backfill.py
+++ b/tests/utils/test_backfill.py
@@ -1,23 +1,21 @@
-from typing import List
-
 import pytest
 
 from dags.utils.backfill import BackfillParams
 
 
-@pytest.fixture(scope="function")
+@pytest.fixture()
 def base_params() -> dict:
     return {
-        'clear': False,
-        'dry_run': True,
-        'dag_name': 'dag_name',
-        'end_date': '2022-11-10',
-        'start_date': '2022-10-31',
-        'task_regex': None,
+        "clear": False,
+        "dry_run": True,
+        "dag_name": "dag_name",
+        "end_date": "2022-11-10",
+        "start_date": "2022-10-31",
+        "task_regex": None,
     }
 
 
-@pytest.fixture(scope="function")
+@pytest.fixture()
 def base_backfill_params(base_params: dict) -> BackfillParams:
     return BackfillParams(**base_params)
 
@@ -27,7 +25,10 @@ def test_date_validation(base_backfill_params) -> None:
     base_backfill_params.validate_date_range()
 
     # invalid date range
-    base_backfill_params.start_date, base_backfill_params.end_date = base_backfill_params.end_date, base_backfill_params.start_date
+    base_backfill_params.start_date, base_backfill_params.end_date = (
+        base_backfill_params.end_date,
+        base_backfill_params.start_date,
+    )
     with pytest.raises(ValueError):
         base_backfill_params.validate_date_range()
 
@@ -47,7 +48,8 @@ def test_validate_regex_pattern(base_backfill_params) -> None:
 
 
 def test_generate_backfill_command(base_backfill_params) -> None:
-    """Assert backfill commands are equivalent between the backfill plugin and backfill DAG
+    """
+    Assert backfill commands are equivalent between the backfill plugin and backfill DAG.
 
     Expected results were generated from the plugin implementation
 
@@ -55,33 +57,109 @@ def test_generate_backfill_command(base_backfill_params) -> None:
     test_start_date = "2022-01-01"
     test_end_date = "2022-01-10"
 
-    test_params: List[BackfillParams] = [
-        BackfillParams(clear=True, dry_run=True, task_regex=None, dag_name="test_value", start_date=test_start_date,
-                       end_date=test_end_date),
-        BackfillParams(clear=False, dry_run=True, task_regex=None, dag_name="test_value", start_date=test_start_date,
-                       end_date=test_end_date),
-        BackfillParams(clear=True, dry_run=False, task_regex=None, dag_name="test_value", start_date=test_start_date,
-                       end_date=test_end_date),
-        BackfillParams(clear=False, dry_run=False, task_regex=None, dag_name="test_value", start_date=test_start_date,
-                       end_date=test_end_date),
-        BackfillParams(clear=False, dry_run=False, task_regex="/ab+c/", dag_name="test_value",
-                       start_date=test_start_date,
-                       end_date=test_end_date),
+    test_params: list[BackfillParams] = [
+        BackfillParams(
+            clear=True,
+            dry_run=True,
+            task_regex=None,
+            dag_name="test_value",
+            start_date=test_start_date,
+            end_date=test_end_date,
+        ),
+        BackfillParams(
+            clear=False,
+            dry_run=True,
+            task_regex=None,
+            dag_name="test_value",
+            start_date=test_start_date,
+            end_date=test_end_date,
+        ),
+        BackfillParams(
+            clear=True,
+            dry_run=False,
+            task_regex=None,
+            dag_name="test_value",
+            start_date=test_start_date,
+            end_date=test_end_date,
+        ),
+        BackfillParams(
+            clear=False,
+            dry_run=False,
+            task_regex=None,
+            dag_name="test_value",
+            start_date=test_start_date,
+            end_date=test_end_date,
+        ),
+        BackfillParams(
+            clear=False,
+            dry_run=False,
+            task_regex="/ab+c/",
+            dag_name="test_value",
+            start_date=test_start_date,
+            end_date=test_end_date,
+        ),
     ]
 
     expected_results = [
         [
-            'timeout', '60', 'airflow', 'tasks', 'clear', '-s', '2022-01-01', '-e', '2022-01-10', 'test_value'],
+            "timeout",
+            "60",
+            "airflow",
+            "tasks",
+            "clear",
+            "-s",
+            "2022-01-01",
+            "-e",
+            "2022-01-10",
+            "test_value",
+        ],
         [
-            'airflow', 'dags', 'backfill', '--donot-pickle', '--dry-run', '-s', '2022-01-01', '-e', '2022-01-10',
-            'test_value'],
+            "airflow",
+            "dags",
+            "backfill",
+            "--donot-pickle",
+            "--dry-run",
+            "-s",
+            "2022-01-01",
+            "-e",
+            "2022-01-10",
+            "test_value",
+        ],
         [
-            'airflow', 'tasks', 'clear', '-y', '-s', '2022-01-01', '-e', '2022-01-10', 'test_value'],
+            "airflow",
+            "tasks",
+            "clear",
+            "-y",
+            "-s",
+            "2022-01-01",
+            "-e",
+            "2022-01-10",
+            "test_value",
+        ],
         [
-            'airflow', 'dags', 'backfill', '--donot-pickle', '-s', '2022-01-01', '-e', '2022-01-10', 'test_value'],
+            "airflow",
+            "dags",
+            "backfill",
+            "--donot-pickle",
+            "-s",
+            "2022-01-01",
+            "-e",
+            "2022-01-10",
+            "test_value",
+        ],
         [
-            'airflow', 'dags', 'backfill', '--donot-pickle', '-t', '/ab+c/', '-s', '2022-01-01', '-e', '2022-01-10',
-            'test_value']
+            "airflow",
+            "dags",
+            "backfill",
+            "--donot-pickle",
+            "-t",
+            "/ab+c/",
+            "-s",
+            "2022-01-01",
+            "-e",
+            "2022-01-10",
+            "test_value",
+        ],
     ]
 
     for params, result in zip(test_params, expected_results):