diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index eb3ba4a..559e827 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -13,16 +13,16 @@ jobs:
     runs-on: ubuntu-latest # self-hosted
     strategy:
       matrix:
-        python-version: [3.12]
+        python-version: ["3.12", "3.13"]
 
     steps:
       - uses: actions/checkout@v4
+      - name: Install Poetry
+        run: pipx install poetry
       - uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip poetry pre-commit
+          cache: poetry
       - name: Install project dependencies
         run: |
           poetry install
diff --git a/.gitignore b/.gitignore
index e2b9c1b..bfc52af 100644
--- a/.gitignore
+++ b/.gitignore
@@ -226,3 +226,6 @@ __marimo__/
 
 # Streamlit
 .streamlit/secrets.toml
+
+# aislop guardrail config (read from disk regardless of git)
+.aislop/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3af9d2c..d71d986 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,6 +11,13 @@ repos:
     hooks:
       - id: ruff
         args: [.]
+      - id: ruff-format
+
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.11.2
+    hooks:
+      - id: mypy
+        additional_dependencies: [pydantic, pydantic-settings]
 
   - repo: https://github.com/commitizen-tools/commitizen
     rev: v4.4.1
diff --git a/app/config.py b/app/config.py
index 9a88629..5ba7374 100644
--- a/app/config.py
+++ b/app/config.py
@@ -1,4 +1,7 @@
-from pydantic_settings import BaseSettings
+from pydantic import field_validator
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+_VALID_LOG_LEVELS = {"DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"}
 
 
 class Settings(BaseSettings):
@@ -7,10 +10,16 @@ class Settings(BaseSettings):
     app_name: str = "Python Template"
     log_level: str = "INFO"
 
-    model_config: dict[str, str] = {
-        "env_file": ".env",
-        "env_file_encoding": "utf-8",
-    }
+    model_config = SettingsConfigDict(env_file=".env", env_file_encoding="utf-8")
+
+    @field_validator("log_level")
+    @classmethod
+    def _validate_log_level(cls, value: str) -> str:
+        normalized = value.upper()
+        if normalized not in _VALID_LOG_LEVELS:
+            valid = sorted(_VALID_LOG_LEVELS)
+            raise ValueError(f"Invalid log level {value!r}; expected one of {valid}")
+        return normalized
 
 
 settings = Settings()
diff --git a/app/logger.py b/app/logger.py
index 8eb924f..ac91347 100644
--- a/app/logger.py
+++ b/app/logger.py
@@ -35,7 +35,12 @@ def configure_logger(settings: Settings) -> logging.Logger:
     file_handler.setFormatter(formatter)
     file_handler.setLevel(settings.log_level.upper())
 
+    console_handler = logging.StreamHandler()
+    console_handler.setFormatter(formatter)
+    console_handler.setLevel(settings.log_level.upper())
+
     if not logger.handlers:
         logger.addHandler(file_handler)
+        logger.addHandler(console_handler)
 
     return logger
diff --git a/main.py b/main.py
index 57a0e4b..5d8ec3b 100644
--- a/main.py
+++ b/main.py
@@ -1,6 +1,6 @@
 """Application entry point for the Python project template."""
 
-from app.config import Settings
+from app.config import settings
 from app.logger import configure_logger
 
 
@@ -9,10 +9,9 @@ def main() -> None:
 
     Loads environment settings, configures logging, and emits startup log messages.
     """
-    settings: Settings = Settings()
     logger = configure_logger(settings)
     logger.info("Application started")
-    logger.debug("Current settings loaded: %s", settings.dict())
+    logger.debug("Current settings loaded: %s", settings.model_dump())
     logger.info("Hello from the Python project template!")
 
 
diff --git a/poetry.lock b/poetry.lock
index 0f40b43..420567a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -216,6 +216,125 @@ questionary = ">=2.0,<3.0"
 termcolor = ">=1.1.0,<4.0.0"
 tomlkit = ">=0.8.0,<1.0.0"
 
+[[package]]
+name = "coverage"
+version = "7.14.1"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+files = [
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+    {file = "coverage-7.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a5274669f37f2343635a347b91a60777621341ab3378e9c6ac9335eee704bddf"},
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 [[package]]
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 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
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 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-cov"
+version = "5.0.0"
+description = "Pytest plugin for measuring coverage."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"},
+    {file = "pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652"},
+]
+
+[package.dependencies]
+coverage = {version = ">=5.2.1", extras = ["toml"]}
+pytest = ">=4.6"
+
+[package.extras]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
+
 [[package]]
 name = "python-discovery"
 version = "1.4.0"
@@ -835,29 +1174,30 @@ prompt_toolkit = ">=2.0,<4.0"
 
 [[package]]
 name = "ruff"
-version = "0.0.292"
-description = "An extremely fast Python linter, written in Rust."
+version = "0.15.15"
+description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "ruff-0.0.292-py3-none-macosx_10_7_x86_64.whl", hash = "sha256:02f29db018c9d474270c704e6c6b13b18ed0ecac82761e4fcf0faa3728430c96"},
-    {file = "ruff-0.0.292-py3-none-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl", hash = "sha256:69654e564342f507edfa09ee6897883ca76e331d4bbc3676d8a8403838e9fade"},
-    {file = "ruff-0.0.292-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c3c91859a9b845c33778f11902e7b26440d64b9d5110edd4e4fa1726c41e0a4"},
-    {file = "ruff-0.0.292-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f4476f1243af2d8c29da5f235c13dca52177117935e1f9393f9d90f9833f69e4"},
-    {file = "ruff-0.0.292-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:be8eb50eaf8648070b8e58ece8e69c9322d34afe367eec4210fdee9a555e4ca7"},
-    {file = "ruff-0.0.292-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:9889bac18a0c07018aac75ef6c1e6511d8411724d67cb879103b01758e110a81"},
-    {file = "ruff-0.0.292-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6bdfabd4334684a4418b99b3118793f2c13bb67bf1540a769d7816410402a205"},
-    {file = "ruff-0.0.292-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:aa7c77c53bfcd75dbcd4d1f42d6cabf2485d2e1ee0678da850f08e1ab13081a8"},
-    {file = "ruff-0.0.292-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e087b24d0d849c5c81516ec740bf4fd48bf363cfb104545464e0fca749b6af9"},
-    {file = "ruff-0.0.292-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f160b5ec26be32362d0774964e218f3fcf0a7da299f7e220ef45ae9e3e67101a"},
-    {file = "ruff-0.0.292-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:ac153eee6dd4444501c4bb92bff866491d4bfb01ce26dd2fff7ca472c8df9ad0"},
-    {file = "ruff-0.0.292-py3-none-musllinux_1_2_i686.whl", hash = "sha256:87616771e72820800b8faea82edd858324b29bb99a920d6aa3d3949dd3f88fb0"},
-    {file = "ruff-0.0.292-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:b76deb3bdbea2ef97db286cf953488745dd6424c122d275f05836c53f62d4016"},
-    {file = "ruff-0.0.292-py3-none-win32.whl", hash = "sha256:e854b05408f7a8033a027e4b1c7f9889563dd2aca545d13d06711e5c39c3d003"},
-    {file = "ruff-0.0.292-py3-none-win_amd64.whl", hash = "sha256:f27282bedfd04d4c3492e5c3398360c9d86a295be00eccc63914438b4ac8a83c"},
-    {file = "ruff-0.0.292-py3-none-win_arm64.whl", hash = "sha256:7f67a69c8f12fbc8daf6ae6d36705037bde315abf8b82b6e1f4c9e74eb750f68"},
-    {file = "ruff-0.0.292.tar.gz", hash = "sha256:1093449e37dd1e9b813798f6ad70932b57cf614e5c2b5c51005bf67d55db33ac"},
+    {file = "ruff-0.15.15-py3-none-linux_armv6l.whl", hash = "sha256:cf93e5388f412e1b108b1f8b34a6e036b70fe8aff89393befad96fe48670311b"},
+    {file = "ruff-0.15.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac5a646d1f6a7dadd5d50842dae2c1f9862ac887ef5d1b1375e02def791fde6e"},
+    {file = "ruff-0.15.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:77d955a431430c66f72dd94e379ad38a16daea3d25094872ac4edf9e797be530"},
+    {file = "ruff-0.15.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7614ee79c69788cf6cedd568069ade9cecc22a1ad20494efe8d0c9ebb4b622d4"},
+    {file = "ruff-0.15.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3cdb1679e06a1f6b47bc384714ae96f6e2fb65ca441eb78c43d2ca554176ce1f"},
+    {file = "ruff-0.15.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2728b93d7b23a603ea2c0ac6eb73d760bd38ec9de35f35fb41e18f7a3fee7622"},
+    {file = "ruff-0.15.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be582fcc0db438902c7792b08d6ddf6c9b9e21addaa10092c2c741cfb09e5a45"},
+    {file = "ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627"},
+    {file = "ruff-0.15.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48decfa11d740de4889de623be1463308346312f2409a56e24aa280c86162dc4"},
+    {file = "ruff-0.15.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a5015088452ca0081387063649ec67f06d3d1d6b8b936a1f836b5e9657ecd48c"},
+    {file = "ruff-0.15.15-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5294aab6356c81600fcdea3a62bb1b924dfd5e91767c12318d3f68f86af57cd"},
+    {file = "ruff-0.15.15-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:db5bd4d802415cca656dc1616070b725952d6ae95eb5d4831e49fbd94a38f75f"},
+    {file = "ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb"},
+    {file = "ruff-0.15.15-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:df0c1c084f5f4be9812f61518a45c440d3c30d69ce4bf6c5270e66d38338f02a"},
+    {file = "ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9"},
+    {file = "ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4"},
+    {file = "ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7"},
+    {file = "ruff-0.15.15.tar.gz", hash = "sha256:b8dff018130b46d8e5bf0f926ef6b60cf871d6d5ae45fc9334e09632daa741d6"},
 ]
 
 [[package]]
@@ -893,7 +1233,7 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
@@ -1050,4 +1390,4 @@ dev = ["pytest", "setuptools"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "498a633db8e69580668f4d137a3d4df51357b712f1d11369ea1f96ec77da6bae"
+content-hash = "760f713f01e7956110cc0f6133bd95bbfc6b9685b8b266534d71e28f255a5eca"
diff --git a/pyproject.toml b/pyproject.toml
index e5f8aa1..947b344 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,7 +15,9 @@ python-dotenv = "^1.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4"
-ruff = "^0.0"
+pytest-cov = "^5.0"
+ruff = "^0.15"
+mypy = "^1.11"
 pre-commit = "^3.4"
 commitizen = "^4.4"
 
@@ -25,10 +27,21 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.ruff]
 line-length = 88
+exclude = ["logs", "tests/__pycache__", ".venv", "build", "dist"]
 
 [tool.ruff.lint]
 select = ["E", "F", "W", "C90", "B", "N"]
-exclude = ["logs", "tests/__pycache__", ".venv", "build", "dist"]
+
+[tool.mypy]
+python_version = "3.12"
+warn_unused_configs = true
+warn_redundant_casts = true
+warn_unused_ignores = true
+disallow_untyped_defs = true
+exclude = ["logs", "build", "dist", ".venv"]
+
+[tool.pytest.ini_options]
+addopts = "--cov=app --cov=main --cov-report=term-missing"
 
 [tool.commitizen]
 name = "cz_conventional_commits"
diff --git a/tests/test_main.py b/tests/test_main.py
index 7cde681..4b5ae8e 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -1,10 +1,15 @@
 from pathlib import Path
 
+import pytest
+
+import main as main_module
 from app.config import Settings
 from app.logger import configure_logger
 
 
-def test_settings_load_from_env(tmp_path: Path, monkeypatch) -> None:
+def test_settings_load_from_env(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
     """Verify settings load from a temporary .env file."""
     env_file = tmp_path / ".env"
     env_file.write_text("APP_NAME=TestApp\nLOG_LEVEL=DEBUG\n")
@@ -16,7 +21,9 @@ def test_settings_load_from_env(tmp_path: Path, monkeypatch) -> None:
     assert settings.log_level == "DEBUG"
 
 
-def test_logger_writes_to_log_file(tmp_path: Path, monkeypatch) -> None:
+def test_logger_writes_to_log_file(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
     """Verify logger writes entries into the logs directory."""
     monkeypatch.chdir(tmp_path)
     settings = Settings(app_name="TestApp", log_level="DEBUG")
@@ -28,3 +35,20 @@ def test_logger_writes_to_log_file(tmp_path: Path, monkeypatch) -> None:
     assert log_file.exists()
     content = log_file.read_text(encoding="utf-8")
     assert "Unit test log entry" in content
+
+
+def test_main_runs_without_error(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    """Verify the entry point runs end-to-end without raising."""
+    monkeypatch.chdir(tmp_path)
+
+    main_module.main()
+
+    assert (tmp_path / "logs" / "app.log").exists()
+
+
+def test_invalid_log_level_rejected() -> None:
+    """Verify an unknown log level is rejected at settings construction."""
+    with pytest.raises(ValueError):
+        Settings(log_level="NOPE")