diff --git a/.github/workflows/draft.yml b/.github/workflows/draft.yml
index 26a4877..f5d7ee6 100644
--- a/.github/workflows/draft.yml
+++ b/.github/workflows/draft.yml
@@ -2,9 +2,10 @@ name: Draft Release
 
 on:
   pull_request:
-    types: [closed]
     branches:
       - main
+    types:
+      - closed
 
 jobs:
   update:
diff --git a/.github/workflows/labeler.yml b/.github/workflows/labeler.yml
index 7e12a66..597a31c 100644
--- a/.github/workflows/labeler.yml
+++ b/.github/workflows/labeler.yml
@@ -2,15 +2,18 @@ name: Pull Request Labeler
 
 on:
   pull_request:
-    types: [opened, synchronize, reopened]
+    types:
+      - opened
+      - reopened
+      - synchronize
+
+permissions:
+  contents: read
+  pull-requests: write
 
 jobs:
   labeler:
     runs-on: ubuntu-latest
 
-    permissions:
-      contents: read
-      pull-requests: write
-
     steps:
       - uses: actions/labeler@v6
diff --git a/.github/workflows/pr-agent.yml b/.github/workflows/pr-agent.yml
index 8cf97d3..deaa335 100644
--- a/.github/workflows/pr-agent.yml
+++ b/.github/workflows/pr-agent.yml
@@ -1,10 +1,18 @@
 name: PR Agent
 
 on:
-  pull_request:
-    types: [opened, synchronize]
   issue_comment:
-    types: [created]
+    types:
+      - created
+  pull_request:
+    types:
+      - opened
+      - synchronize
+
+permissions:
+  contents: write
+  issues: write
+  pull-requests: write
 
 jobs:
   pr_agent_job:
@@ -12,11 +20,6 @@ jobs:
 
     if: ${{ github.event.sender.type != 'Bot' }}
 
-    permissions:
-      issues: write
-      pull-requests: write
-      contents: write
-
     steps:
       - name: PR Agent Action Step
         uses: qodo-ai/pr-agent@v0.31
diff --git a/.github/workflows/publish-app.yml b/.github/workflows/publish-app.yml
index 5216f4b..97eb7be 100644
--- a/.github/workflows/publish-app.yml
+++ b/.github/workflows/publish-app.yml
@@ -2,13 +2,14 @@ name: Publish App to GHCR
 
 on:
   push:
-    branches: [main]
-    tags:
-      - "v*"
+    branches:
+      - main
     paths:
       - ".github/workflows/publish-app.yml"
       - ".python-version"
       - "Dockerfile"
+    tags:
+      - "v*"
 
   workflow_dispatch:
 
diff --git a/.github/workflows/publish-devcontainer.yml b/.github/workflows/publish-devcontainer.yml
index 16d288c..2715e24 100644
--- a/.github/workflows/publish-devcontainer.yml
+++ b/.github/workflows/publish-devcontainer.yml
@@ -2,13 +2,14 @@ name: Publish Devcontainer to GHCR
 
 on:
   push:
-    branches: [main]
-    tags:
-      - "v*"
+    branches:
+      - main
     paths:
       - ".devcontainer/Dockerfile"
       - ".github/workflows/publish-devcontainer.yml"
       - ".python-version"
+    tags:
+      - "v*"
 
   workflow_dispatch:
 
@@ -34,9 +35,9 @@ jobs:
       - name: Login to Container Registry
         uses: docker/login-action@v3
         with:
+          password: ${{ secrets.GITHUB_TOKEN }}
           registry: ${{ env.REGISTRY }}
           username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Extract Metadata
         id: meta
@@ -50,14 +51,14 @@ jobs:
             type=raw,value=latest,enable={{is_default_branch}}
           labels: |
             maintainer=a5chin <a5chin.origin+contact@gmail.com>
-            org.opencontainers.image.url=https://github.com/${{ github.repository }}
-            org.opencontainers.image.source=https://github.com/${{ github.repository }}
-            org.opencontainers.image.vendor=a5chin <a5chin.origin+contact@gmail.com>
-            org.opencontainers.image.title=python-uv
+            org.opencontainers.image.authors=a5chin <a5chin.origin+contact@gmail.com>
             org.opencontainers.image.description=Dev Container for Python development with uv-based dependency management and environment configuration.
             org.opencontainers.image.documentation=https://a5chin.github.io/python-uv/
-            org.opencontainers.image.authors=a5chin <a5chin.origin+contact@gmail.com>
             org.opencontainers.image.licenses=MIT
+            org.opencontainers.image.source=https://github.com/${{ github.repository }}
+            org.opencontainers.image.title=python-uv
+            org.opencontainers.image.url=https://github.com/${{ github.repository }}
+            org.opencontainers.image.vendor=a5chin <a5chin.origin+contact@gmail.com>
 
       - name: Build and Push Devcontainer Image
         uses: docker/build-push-action@v6
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 561d037..f849302 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -2,9 +2,14 @@ name: Release
 
 on:
   pull_request:
-    types: [closed]
     branches:
       - main
+    types:
+      - closed
+
+permissions:
+  contents: write
+  pull-requests: read
 
 jobs:
   publish:
@@ -12,10 +17,6 @@ jobs:
 
     runs-on: ubuntu-latest
 
-    permissions:
-      contents: write
-      pull-requests: read
-
     steps:
       - name: Checkout
         uses: actions/checkout@v6
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 94f5d09..81ff197 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -1,8 +1,7 @@
 name: Test
 
 on:
-  push:
-    branches: [main]
+  pull_request:
     paths:
       - ".github/actions/setup-python-with-uv/action.yml"
       - ".github/workflows/test.yml"
@@ -11,11 +10,13 @@ on:
       - ".env**"
       - ".python-version"
       - "tests"
+      - "codecov.yaml"
       - "pyproject.toml"
       - "pytest.ini"
       - "uv.lock"
-
-  pull_request:
+  push:
+    branches:
+      - main
     paths:
       - ".github/actions/setup-python-with-uv/action.yml"
       - ".github/workflows/test.yml"
@@ -24,17 +25,18 @@ on:
       - ".env**"
       - ".python-version"
       - "tests"
+      - "codecov.yaml"
       - "pyproject.toml"
       - "pytest.ini"
       - "uv.lock"
 
+permissions:
+  contents: read
+
 jobs:
   coverage:
     runs-on: ubuntu-latest
 
-    permissions:
-      contents: read
-
     steps:
       - name: Checkout
         uses: actions/checkout@v6
@@ -44,13 +46,19 @@ jobs:
 
       - name: Run pytest
         run: |
-          uv run nox -s test -- --cov_report xml
+          uv run nox -s test -- --cov_report xml --junitxml junit.xml
 
-      - name: Upload results to Codecov
-        uses: codecov/codecov-action@v5
+      - name: Upload test results to Codecov
+        uses: codecov/test-results-action@v1
         with:
+          fail_ci_if_error: true
+          files: ./junit.xml,!./cache
           token: ${{ secrets.CODECOV_TOKEN }}
-          files: ./coverage.xml
-          flags: unittests
-          name: codecov-umbrella
+
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v5
+        with:
           fail_ci_if_error: true
+          flags: unittests
+          files: ./coverage.xml,!./cache
+          token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/.vscode/cspell.json b/.vscode/cspell.json
index 032c48a..20de740 100644
--- a/.vscode/cspell.json
+++ b/.vscode/cspell.json
@@ -42,6 +42,7 @@
         "ipython",
         "isort",
         "jaxtyping",
+        "junitxml",
         "kevinrose",
         "kwargs",
         "levelname",
diff --git a/CLAUDE.md b/CLAUDE.md
index af067fd..b352200 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -34,7 +34,7 @@ uv run nox -s test
 uv run pytest tests/tools/test__logger.py
 
 # Run with JUnit XML output for CI
-uv run nox -s test -- --cov_report=xml
+uv run nox -s test -- --cov_report xml --junitxml junit.xml
 
 # Run pytest directly (bypasses nox)
 uv run pytest
diff --git a/README.md b/README.md
index 2d378b1..d7def6c 100644
--- a/README.md
+++ b/README.md
@@ -7,12 +7,11 @@
 [![ty](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ty/main/assets/badge/v0.json)](https://github.com/astral-sh/ty)
 
 [![Versions](https://img.shields.io/badge/python-3.11%20|%203.12%20|%203.13%20|%203.14%20-green.svg)](https://github.com/a5chin/python-uv)
-![code coverage](https://raw.githubusercontent.com/a5chin/python-uv/coverage-badge/coverage.svg?raw=true)
+[![codecov](https://codecov.io/github/a5chin/python-uv/graph/badge.svg?token=M9JIB8T6R4)](https://codecov.io/github/a5chin/python-uv)
 
 [![Docker](https://github.com/a5chin/python-uv/actions/workflows/docker.yml/badge.svg)](https://github.com/a5chin/python-uv/actions/workflows/docker.yml)
 [![Format](https://github.com/a5chin/python-uv/actions/workflows/format.yml/badge.svg)](https://github.com/a5chin/python-uv/actions/workflows/format.yml)
 [![Lint](https://github.com/a5chin/python-uv/actions/workflows/lint.yml/badge.svg)](https://github.com/a5chin/python-uv/actions/workflows/lint.yml)
-[![codecov](https://codecov.io/github/a5chin/python-uv/graph/badge.svg?token=M9JIB8T6R4)](https://codecov.io/github/a5chin/python-uv)
 
 </div>
 
@@ -164,7 +163,7 @@ uv run nox -s lint -- --ruff
 uv run nox -s test
 
 # Run tests with JUnit XML output (for CI)
-uv run nox -s test -- --cov_report=xml
+uv run nox -s test -- --cov_report xml --junitxml junit.xml
 ```
 
 You can also run tools directly:
diff --git a/codecov.yaml b/codecov.yaml
index d9e0bd5..1678b54 100644
--- a/codecov.yaml
+++ b/codecov.yaml
@@ -1,6 +1,25 @@
 codecov:
   require_ci_to_pass: yes
 
+component_management:
+  default_rules:
+    statuses:
+      - type: project
+        target: auto
+  individual_components:
+    - component_id: config
+      name: config
+      paths:
+        - tools/config/**/*.py
+    - component_id: logger
+      name: logger
+      paths:
+        - tools/logger/**/*.py
+    - component_id: tracer
+      name: tracer
+      paths:
+        - tools/tracer/**/*.py
+
 coverage:
   precision: 2
   round: down
diff --git a/docs/guides/index.md b/docs/guides/index.md
index f250c53..6010f6d 100644
--- a/docs/guides/index.md
+++ b/docs/guides/index.md
@@ -39,7 +39,7 @@ uv run nox -s lint -- --ty                    # ty only
 uv run nox -s test
 
 # Run tests with JUnit XML output (for CI)
-uv run nox -s test -- --cov_report=xml
+uv run nox -s test -- --cov_report xml --junitxml junit.xml
 ```
 
 ### Why nox?
diff --git a/noxfile.py b/noxfile.py
index a16ef63..836dc53 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -14,6 +14,7 @@ class CLIArgs(
     """CLIArgs is a class that extends BaseSettings to handle command line arguments."""
 
     cov_report: str = ""
+    junitxml: str = ""
     ruff: bool = False
     sqlfluff: bool = False
     ty: bool = False
@@ -96,7 +97,7 @@ def test(session: nox.Session) -> None:
         session (nox.Session): The Nox session object.
 
     Examples:
-        >>> uv run nox -s test
+        >>> uv run nox -s test -- --cov_report xml --junitxml junit.xml
 
     """
     args = CLIArgs.parse(session.posargs)
@@ -104,6 +105,8 @@ def test(session: nox.Session) -> None:
     command = ["uv", "run", "pytest", "--cov", "--cov-branch"]
     if args.cov_report:
         command.append(f"--cov-report={args.cov_report}")
+    if args.junitxml:
+        command.append(f"--junitxml={args.junitxml}")
 
     session.run(*command)
 
diff --git a/pyproject.toml b/pyproject.toml
index 7572570..1c7909b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,11 +11,11 @@ readme = "README.md"
 license = { file = "LICENSE" }
 
 dependencies = [
-    "beartype>=0.22.6",
-    "google-cloud-logging>=3.12.1",
-    "jaxtyping>=0.3.3",
-    "pydantic>=2.12.0",
-    "pydantic-settings>=2.11.0",
+    "beartype>=0.22.9",
+    "google-cloud-logging>=3.13.0",
+    "jaxtyping>=0.3.6",
+    "pydantic>=2.12.5",
+    "pydantic-settings>=2.12.0",
 ]
 
 [dependency-groups]
@@ -24,14 +24,14 @@ dev = [
     "cookiecutter-data-science>=2.3.0",
     "ipykernel>=7.1.0",
     "jupyter>=1.1.1",
-    "mkdocs-material>=9.6.21",
-    "nox>=2025.5.1",
-    "pre-commit>=4.3.0",
-    "pytest>=8.4.2",
+    "mkdocs-material>=9.7.1",
+    "nox>=2025.11.12",
+    "pre-commit>=4.5.1",
+    "pytest>=9.0.2",
     "pytest-cov>=7.0.0",
-    "ruff>=0.14.0",
-    "sqlfluff>=3.5.0",
-    "ty>=0.0.9",
+    "ruff>=0.14.14",
+    "sqlfluff>=4.0.0",
+    "ty>=0.0.14",
 ]
 
 [tool.hatch.build.targets.wheel]
diff --git a/uv.lock b/uv.lock
index 08b5108..3781c30 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.11"
 resolution-markers = [
     "python_full_version >= '3.14'",
@@ -541,6 +541,68 @@ toml = [
     { name = "tomli", marker = "python_full_version <= '3.11'" },
 ]
 
+[[package]]
+name = "cryptography"
+version = "46.0.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9f/33/c00162f49c0e2fe8064a62cb92b93e50c74a72bc370ab92f86112b33ff62/cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1", size = 749258, upload-time = "2025-10-15T23:18:31.74Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/42/9c391dd801d6cf0d561b5890549d4b27bafcc53b39c31a817e69d87c625b/cryptography-46.0.3-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a", size = 7225004, upload-time = "2025-10-15T23:16:52.239Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/67/38769ca6b65f07461eb200e85fc1639b438bdc667be02cf7f2cd6a64601c/cryptography-46.0.3-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc", size = 4296667, upload-time = "2025-10-15T23:16:54.369Z" },
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