diff --git a/.github/workflows/cicd.yaml b/.github/workflows/cicd.yaml
index 891aa964..7a1b30f0 100644
--- a/.github/workflows/cicd.yaml
+++ b/.github/workflows/cicd.yaml
@@ -6,14 +6,13 @@ on:
   pull_request_target: # Also run on pull requests originated from forks
     branches: [main]
   release:
-    types: ['published']
+    types: ["published"]
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 
 jobs:
-
   Static-Check:
     runs-on: ubuntu-latest
     steps:
@@ -26,7 +25,7 @@ jobs:
           python-version: "3.12"
           architecture: "x64"
 
-      - run: pip3 install hatch
+      - run: uv tool install hatch
       - run: hatch run tests.py3.12-2.10:static-check
 
   Run-Unit-Tests:
@@ -34,8 +33,9 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [ "3.8", "3.9", "3.10", "3.11", "3.12" ]
-        airflow-version: [ "2.3", "2.4", "2.5", "2.6", "2.7", "2.8", "2.9", "2.10" ]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+        airflow-version:
+          ["2.3", "2.4", "2.5", "2.6", "2.7", "2.8", "2.9", "2.10"]
         exclude:
           - python-version: "3.11"
             airflow-version: "2.3"
@@ -69,6 +69,7 @@ jobs:
       - uses: actions/cache@v4
         with:
           path: |
+            ~/.cache/uv
             ~/.cache/pip
             .local/share/hatch/
           key: unit-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.airflow-version }}-${{ hashFiles('pyproject.toml') }}-${{ hashFiles('dagfactory/__init__.py') }}
@@ -80,8 +81,7 @@ jobs:
 
       - name: Install packages and dependencies
         run: |
-          python -m pip install uv
-          uv pip install --system hatch
+          uv tool install hatch
           hatch -e tests.py${{ matrix.python-version }}-${{ matrix.airflow-version }} run pip freeze
 
       - name: Test DAG Factory against Airflow ${{ matrix.airflow-version }} and Python ${{ matrix.python-version }}
@@ -100,8 +100,9 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [ "3.8", "3.9", "3.10", "3.11", "3.12" ]
-        airflow-version: [ "2.3", "2.4", "2.5", "2.6", "2.7", "2.8", "2.9", "2.10" ]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+        airflow-version:
+          ["2.3", "2.4", "2.5", "2.6", "2.7", "2.8", "2.9", "2.10"]
         exclude:
           - python-version: "3.11"
             airflow-version: "2.3"
@@ -135,6 +136,7 @@ jobs:
       - uses: actions/cache@v4
         with:
           path: |
+            ~/.cache/uv
             ~/.cache/pip
             .local/share/hatch/
           key: integration-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.airflow-version }}-${{ hashFiles('pyproject.toml') }}-${{ hashFiles('dagfactory/__init__.py') }}
@@ -146,8 +148,7 @@ jobs:
 
       - name: Install packages and dependencies
         run: |
-          python -m pip install uv
-          uv pip install --system hatch
+          uv tool install hatch
           hatch -e tests.py${{ matrix.python-version }}-${{ matrix.airflow-version }} run pip freeze
 
       - name: Test DAG Factory against Airflow ${{ matrix.airflow-version }} and Python ${{ matrix.python-version }}
@@ -183,7 +184,7 @@ jobs:
           python-version: "3.11"
       - name: Install coverage
         run: |
-          pip3 install coverage
+          uv tool install coverage
       - name: Download all coverage artifacts
         uses: actions/download-artifact@v4
         with:
@@ -219,7 +220,7 @@ jobs:
           architecture: "x64"
 
       - name: Install packages and dependencies
-        run: pip install hatch
+        run: uv tool install hatch
 
       - name: Deploy Docs
         run: |
@@ -248,13 +249,9 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
         with:
-          python-version: '3.10'
-          architecture: 'x64'
+          python-version: "3.10"
+          architecture: "x64"
       - name: Verify Git Tag and package version
         run: python3 ./scripts/verify_tag_and_version.py
-      - run: pip3 install hatch
-      - run: hatch build
-      - run: hatch publish
-    env:
-      HATCH_INDEX_USER: __token__
-      HATCH_INDEX_AUTH: ${{ secrets.PYPI_TOKEN }}
+      - run: uv build --wheel --sdist
+      - run: uv publish --token ${{ secrets.PYPI_TOKEN }}
diff --git a/Makefile b/Makefile
index c9d56209..ac7fae4b 100644
--- a/Makefile
+++ b/Makefile
@@ -4,15 +4,16 @@ help:
 
 .PHONY: setup
 setup: ## Setup development environment
-	python -m venv venv
-	. venv/bin/activate && pip --no-cache-dir install ".[tests]"
+	uv venv venv
+	@echo "Installing dependencies with uv..."
+	uv pip install --python venv/bin/python -e ".[tests]"
 	@echo "To activate the virtual environment, run:"
 	@echo "source venv/bin/activate"
 
 .PHONY: clean
 clean: ## Removes build and test artifacts
 	@echo "==> Removing build and test artifacts"
-	@rm -rf *.egg *egg-info .cache .coverage .tox build bin include dist htmlcov lib .pytest_cache .venv
+	@rm -rf *.egg *egg-info .cache .coverage .tox build bin include dist htmlcov lib .pytest_cache .venv venv
 	@find . -name '*.pyc' -exec rm -f {} +
 	@find . -name '*.pyo' -exec rm -f {} +
 	@find . -name '*~' -exec rm -f {} +
@@ -24,7 +25,7 @@ build-whl: ## Build installable whl file
 	rm -rf dev/include/*
 	rm -rf dist/*
 	mkdir -p dev/include
-	hatch build
+	uv build --wheel --sdist
 	cp dist/* dev/include/
 
 .PHONY: docker-run
diff --git a/dev/Dockerfile b/dev/Dockerfile
index c8b3b763..67c7f033 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -8,4 +8,7 @@ RUN apt-get update && apt-get install -y jq
 
 USER astro
 
-RUN pip install /usr/local/airflow/include/*.whl
+# Install uv for faster package management
+RUN pip install uv
+
+RUN uv pip install --system /usr/local/airflow/include/*.whl
diff --git a/docs/contributing/howto.md b/docs/contributing/howto.md
index cecc77a0..d3ec4643 100644
--- a/docs/contributing/howto.md
+++ b/docs/contributing/howto.md
@@ -29,8 +29,9 @@ To contribute to the DAG Factory project:
 ### Requirements
 
 - [Git](https://git-scm.com/)
-- [Python](https://www.python.org/) <= 3.12 (due to dependencies, such as ``google-re2`` not supporting Python 3.13 yet)
-- [Hatch](https://hatch.pypa.io/latest/)
+- [Python](https://www.python.org/) <= 3.12 (due to dependencies, such as `google-re2` not supporting Python 3.13 yet)
+- [uv](https://docs.astral.sh/uv/) (for fast package management)
+- [Hatch](https://hatch.pypa.io/latest/) (installed automatically via uv)
 
 Clone the **DAG Factory** repository and change the current working directory to the repo's root directory:
 
@@ -46,20 +47,49 @@ After cloning the project, there are two options for setting up the local develo
 
 ### Using a Python virtual environment for local development
 
+DAG Factory uses [uv](https://docs.astral.sh/uv/) for fast and reliable package management. The setup process is significantly faster than traditional pip-based installations.
+
 1. Install the project dependencies:
 
-    ```bash
-    make setup
-    ```
+   **Recommended: uv setup (fast, reproducible builds)**
+
+   ```bash
+   uv sync --dev
+   ```
+
+   **Alternative: Traditional setup**
+
+   ```bash
+   make setup
+   ```
+
+   Both commands install all dependencies, including test dependencies. The uv option is significantly faster and uses the lockfile for reproducible builds.
 
 2. Activate the local python environment:
 
-    ```bash
-    source venv/bin/activate
-    ```
+   **For uv setup:**
+
+   ```bash
+   source .venv/bin/activate
+   ```
+
+   **For traditional setup:**
+
+   ```bash
+   source venv/bin/activate
+   ```
+
+### Additional uv Commands
+
+Once you're set up with uv, you can use these helpful commands:
+
+- `uv sync` - Sync dependencies from the lockfile
+- `uv lock --upgrade` - Update the lockfile with latest dependency versions
+- `uv add <package>` - Add a new dependency
+- `uv remove <package>` - Remove a dependency
 
-3. Set [Apache Airflow®](https://airflow.apache.org/) home to the ``dev/``, so you can see DAG Factory example DAGs.
-Disable loading Airflow standard example DAGs:
+3. Set [Apache Airflow®](https://airflow.apache.org/) home to the `dev/`, so you can see DAG Factory example DAGs.
+   Disable loading Airflow standard example DAGs:
 
 ```bash
 export AIRFLOW_HOME=$(pwd)/dev/
@@ -68,15 +98,15 @@ export AIRFLOW__CORE__LOAD_EXAMPLES=false
 
 Then, run Airflow in standalone mode; the command below will create a new user (if it does not exist) and run the necessary Airflow component (webserver, scheduler and triggered):
 
-> Note: By default, Airflow will use sqlite as a database; you can override this by setting the variable ``AIRFLOW__DATABASE__SQL_ALCHEMY_CONN`` to the SQL connection string.
+> Note: By default, Airflow will use sqlite as a database; you can override this by setting the variable `AIRFLOW__DATABASE__SQL_ALCHEMY_CONN` to the SQL connection string.
 
 ```bash
 airflow standalone
 ```
 
-After Airflow is running, you can access the Airflow UI at ``http://localhost:8080``.
+After Airflow is running, you can access the Airflow UI at `http://localhost:8080`.
 
-> Note: whenever you want to start the development server, you need to activate the ``virtualenv`` and set the ``environment variables``
+> Note: whenever you want to start the development server, you need to activate the `virtualenv` and set the `environment variables`
 
 ### Use Docker for local development
 
@@ -86,7 +116,7 @@ It is also possible to build the development environment using [Docker](https://
 make docker-run
 ```
 
-After the sandbox is running, you can access the Airflow UI at ``http://localhost:8080``.
+After the sandbox is running, you can access the Airflow UI at `http://localhost:8080`.
 
 This approach builds a DAG Factory wheel, so if there are code changes, you must stop and restart the containers:
 
@@ -148,7 +178,7 @@ To run the checks manually, run the following:
 pre-commit run --all-files
 ```
 
-Pre-commit runs several static checks, including Black and Ruff. It is also possible to run them using ``hatch``:
+Pre-commit runs several static checks, including Black and Ruff. It is also possible to run them using `hatch`:
 
 ```bash
 hatch run tests.py3.9-2.9:static-check
@@ -174,7 +204,7 @@ hatch run docs:gh-release
 
 ## Releasing
 
-We currently use [hatch](https://github.com/pypa/hatch) for building and distributing ``dag-factory``.
+We currently use [hatch](https://github.com/pypa/hatch) for building and distributing `dag-factory`.
 
 We use GitHub actions to create and deploy new releases. To create a new release, update the latest release version.
 
@@ -196,6 +226,6 @@ If you're a [project maintainer in PyPI](https://pypi.org/project/dag-factory/),
 by authenticating to PyPI and running the commands:
 
 ```bash
-hatch build
-hatch publish
+uv build --wheel --sdist
+uv publish --token <your-pypi-token>
 ```
diff --git a/docs/getting-started/quick-start-airflow-standalone.md b/docs/getting-started/quick-start-airflow-standalone.md
index c089af0d..d77dc461 100644
--- a/docs/getting-started/quick-start-airflow-standalone.md
+++ b/docs/getting-started/quick-start-airflow-standalone.md
@@ -24,22 +24,22 @@ Install [Apache Airflow®](https://airflow.apache.org):
 
 1. Create a directory for your project and navigate to it:
 
-    ```commandline
-    mkdir dag-factory-quick-start && cd dag-factory-quick-start
-    ```
+   ```commandline
+   mkdir dag-factory-quick-start && cd dag-factory-quick-start
+   ```
 
 2. Set the `AIRFLOW_HOME` environment variable:
 
-    ```commandline
-    export AIRFLOW_HOME=$(pwd)
-    export AIRFLOW__CORE__LOAD_EXAMPLES=False
-    ```
+   ```commandline
+   export AIRFLOW_HOME=$(pwd)
+   export AIRFLOW__CORE__LOAD_EXAMPLES=False
+   ```
 
 3. Install Apache Airflow:
 
-    ```commandline
-    pip install apache-airflow
-    ```
+   ```commandline
+   pip install apache-airflow
+   ```
 
 ## Step 3: Install DAG Factory
 
diff --git a/pyproject.toml b/pyproject.toml
index fe6b1ed8..558f6d83 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,7 +9,7 @@ description = "Dynamically build Apache Airflow DAGs from YAML files"
 authors = [{ name = "Astronomer", email = "humans@astronomer.io" }]
 readme = "README.md"
 license = "Apache-2.0"
-license-files = { paths = ["LICENSE"] }
+license-files = ["LICENSE"]
 requires-python = ">=3.8"
 keywords = ["airflow", "apache-airflow", "provider", "astronomer", "dag"]
 classifiers = [
@@ -29,7 +29,7 @@ classifiers = [
     "Programming Language :: Python :: 3.12",
 ]
 dependencies = [
-    "apache-airflow>=2.3",
+    "apache-airflow>=2.3,<3.0",
     "apache-airflow-providers-http>=2.0.0",
     "apache-airflow-providers-cncf-kubernetes",
     "pyyaml",
@@ -45,6 +45,42 @@ tests = [
     "pre-commit",
 ]
 
+######################################
+# UV CONFIGURATION
+######################################
+
+[tool.uv]
+dev-dependencies = [
+    "dag-factory[tests]",
+    "pre-commit",
+    "pytest>=6.0",
+    "pytest-cov",
+    "apache-airflow-providers-slack",
+    "httpx>=0.25.0",
+    "pandas",
+]
+
+# Respect existing constraints for Airflow compatibility
+constraint-dependencies = [
+    "apache-airflow>=2.3",
+]
+
+[tool.uv.workspace]
+# Enable workspace mode for better dependency management
+members = ["."]
+
+[tool.uv.pip]
+# Use more efficient resolution strategy
+resolution = "highest"
+# Respect existing pip-compatible behavior for scripts
+system = false
+# Optimize for CI/CD performance
+compile-bytecode = true
+
+[tool.uv.sources]
+# Add custom package sources if needed in the future
+# Example: custom-package = { url = "https://custom-repo.com/simple" }
+
 ######################################
 # TESTING
 ######################################
diff --git a/scripts/airflow3/install_from_main.sh b/scripts/airflow3/install_from_main.sh
index cee109ee..74241dab 100644
--- a/scripts/airflow3/install_from_main.sh
+++ b/scripts/airflow3/install_from_main.sh
@@ -12,17 +12,15 @@ DAG_FACTORY_ROOT="$PWD"
 cd "$AIRFLOW_REPO_DIR"
 git checkout main && git pull
 
-pip uninstall -y apache-airflow-core
-pip uninstall -y apache-airflow-task-sdk
-pip uninstall -y apache-airflow-providers-fab
-pip uninstall -y apache-airflow
-pip uninstall -y apache-airflow-providers-git
+uv pip uninstall apache-airflow-core || true
+uv pip uninstall apache-airflow-task-sdk || true
+uv pip uninstall apache-airflow-providers-fab || true
+uv pip uninstall apache-airflow || true
+uv pip uninstall apache-airflow-providers-git || true
 
 rm -rf dist
 
-pip install uv
-
-pip install -e "$AIRFLOW_REPO_DIR/dev/breeze" --force
+uv pip install -e "$AIRFLOW_REPO_DIR/dev/breeze" --force
 
 breeze release-management prepare-provider-distributions \
       --distributions-list celery,common.io,common.compat,fab,standard,openlineage,git \
@@ -35,6 +33,6 @@ uv build --package apache-airflow-task-sdk --wheel
 
 cd ..
 
-pip install dist/*
+uv pip install dist/*
 
 cd "$DAG_FACTORY_ROOT"
diff --git a/scripts/airflow3/setup.sh b/scripts/airflow3/setup.sh
index 79cc7f2e..87a789ec 100644
--- a/scripts/airflow3/setup.sh
+++ b/scripts/airflow3/setup.sh
@@ -3,18 +3,14 @@
 # Exit on error
 set -e
 
-# Create a UV virtual environment named 'env' (you can change this as needed)
-echo "Creating virtual environment at $(pwd)/tools"
-python3 -m venv "$(pwd)/scripts/airflow3/venv-af3"
-
-# Activate the virtual environment
-echo "Activating virtual environment..."
-source "$(pwd)/scripts/airflow3/venv-af3/bin/activate"
+# Create a uv virtual environment
+echo "Creating virtual environment at $(pwd)/scripts/airflow3/venv-af3"
+uv venv "$(pwd)/scripts/airflow3/venv-af3"
 
 # Install dependencies in the virtual environment
 echo "Installing dependencies..."
-pip3 install --pre -r "$(pwd)/scripts/airflow3/requirements.txt"
+uv pip install --python "$(pwd)/scripts/airflow3/venv-af3/bin/python" --pre -r "$(pwd)/scripts/airflow3/requirements.txt"
 
-pip3 install ".[test]"
+uv pip install --python "$(pwd)/scripts/airflow3/venv-af3/bin/python" ".[tests]"
 
-echo "UV virtual environment setup and dependencies installed successfully!"
+echo "uv virtual environment setup and dependencies installed successfully!"
diff --git a/scripts/test/integration.sh b/scripts/test/integration.sh
index d7432ca0..a5dae85e 100644
--- a/scripts/test/integration.sh
+++ b/scripts/test/integration.sh
@@ -12,7 +12,7 @@ airflow db check
 
 # Necessary for overcoming the following issue with Airflow 2.3 and 2.4:
 # ImportError: Pandas requires version '0.9.0' or newer of 'tabulate' (version '0.8.9' currently installed)
-pip install "tabulate>=0.9.0"
+uv pip install "tabulate>=0.9.0"
 
 pytest -vv \
     --cov=dagfactory \
diff --git a/scripts/test/pre-install-airflow.sh b/scripts/test/pre-install-airflow.sh
index c3804d66..f84da6fb 100755
--- a/scripts/test/pre-install-airflow.sh
+++ b/scripts/test/pre-install-airflow.sh
@@ -19,8 +19,7 @@ curl -sSL $CONSTRAINT_URL -o /tmp/constraint.txt
 sed '/PyYAML==/d' /tmp/constraint.txt > /tmp/constraint.txt.tmp
 mv /tmp/constraint.txt.tmp /tmp/constraint.txt
 # Install Airflow with constraints
-pip install uv
 uv pip install "apache-airflow==$AIRFLOW_VERSION" --constraint /tmp/constraint.txt
 
-pip install apache-airflow-providers-cncf-kubernetes --constraint /tmp/constraint.txt
+uv pip install apache-airflow-providers-cncf-kubernetes --constraint /tmp/constraint.txt
 rm /tmp/constraint.txt
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 00000000..defa70e5
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,6302 @@
+version = 1
+revision = 2
+requires-python = ">=3.8"
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version == '3.12.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.10.*'",
+    "python_full_version == '3.9.*'",
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
+]
+
+[manifest]
+constraints = [{ name = "apache-airflow", specifier = ">=2.3" }]
+
+[[package]]
+name = "aiofiles"
+version = "24.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247, upload_time = "2024-06-24T11:02:03.584Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5", size = 15896, upload_time = "2024-06-24T11:02:01.529Z" },
+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.4"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7f/55/e4373e888fdacb15563ef6fa9fa8c8252476ea071e96fb46defac9f18bf2/aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745", size = 21977, upload_time = "2024-11-30T18:44:00.701Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b9/74/fbb6559de3607b3300b9be3cc64e97548d55678e44623db17820dbd20002/aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8", size = 14756, upload_time = "2024-11-30T18:43:39.849Z" },
+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version == '3.12.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.10.*'",
+    "python_full_version == '3.9.*'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload_time = "2025-03-12T01:42:48.764Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload_time = "2025-03-12T01:42:47.083Z" },
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.10.11"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
+]
+dependencies = [
+    { name = "aiohappyeyeballs", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "aiosignal", version = "1.3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "async-timeout", marker = "python_full_version < '3.9'" },
+    { name = "attrs", marker = "python_full_version < '3.9'" },
+    { name = "frozenlist", version = "1.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "multidict", version = "6.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
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