diff --git a/.github/workflows/Test.yml b/.github/workflows/Test.yml
index e89b5fe..b21c69a 100644
--- a/.github/workflows/Test.yml
+++ b/.github/workflows/Test.yml
@@ -16,6 +16,8 @@ env:
 jobs:
   Testing:
     runs-on: ${{ matrix.os }}
+    env:
+      UV_CACHE_DIR: "/tmp/.uv-cache"
     strategy:
       fail-fast: false
       matrix:
@@ -23,42 +25,28 @@ jobs:
         os: [ubuntu-latest, windows-latest, macos-latest]
     steps:
       - uses: actions/checkout@v4
-
       - uses: actions-rust-lang/setup-rust-toolchain@v1
 
+      - name: Set up uv
+        run: curl -LsSf https://astral.sh/uv/install.sh | sh
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
+      - name: Restore uv cache
+        uses: actions/cache@v4
+        with:
+          path: ${{ env.UV_CACHE_DIR }}
+          key: uv-${{ runner.os }}-${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
+          restore-keys: |
+            uv-${{ runner.os }}-${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
+            uv-${{ runner.os }}
 
-      - name: Create virtual environment
-        run: |
-          python -m venv venv
-
-      - name: "Test Rust"
-        if: matrix.os == 'ubuntu-latest'
-        run: |
-          cargo test
-
-      - name: Install tzfpy and test(Windows)
-        if: matrix.os == 'windows-latest'
-        shell: bash
-        run: |
-          source venv/Scripts/activate
-          python -m pip install --upgrade pip
-          pip install -r requirements_dev.txt
-          maturin develop --release --extras=pytz
-          pytest | tee benchmark_result.txt
-
-      - name: Install tzfpy and test(Ubuntu&macoS)
-        if: matrix.os != 'windows-latest'
+      - name: Install tzfpy and test
         shell: bash
         run: |
-          source venv/bin/activate
-          pip install --upgrade pip
-          pip install -r requirements_dev.txt
-          maturin develop --release --extras=pytz
-          pytest | tee benchmark_result.txt
+          uv run ruff check .
+          uv run pytest | tee benchmark_result.txt
 
       - name: Setup benchmark file name
         id: gen-benchmark-file-name
@@ -81,6 +69,9 @@ jobs:
           name: "benchmark_result_as_md_${{ matrix.python-version }}_${{ matrix.os }}"
           path: ${{ steps.gen-benchmark-file-name.outputs.filename }}
 
+      - name: Minimize uv cache
+        run: uv cache prune --ci
+
   Report:
     needs: [Testing]
     runs-on: ubuntu-latest
diff --git a/Cargo.lock b/Cargo.lock
index 6015200..87f1d52 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -505,7 +505,7 @@ dependencies = [
 
 [[package]]
 name = "tzfpy"
-version = "0.15.6"
+version = "0.16.0"
 dependencies = [
  "lazy_static",
  "pyo3",
diff --git a/Cargo.toml b/Cargo.toml
index 33c3159..4a68f62 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 edition = "2021"
 name = "tzfpy"
-version = "0.15.6"
+version = "0.16.0"
 
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
@@ -19,7 +19,7 @@ crate-type = ["cdylib"]
 
 [dependencies]
 lazy_static = "1.5.0"
-pyo3 = {version = "0.22.2", features = ["extension-module", "abi3-py38"]}
+pyo3 = {version = "0.22.2", features = ["extension-module", "abi3-py39"]}
 
 # tzf-rs = { git =  "https://github.com/ringsaturn/tzf-rs", rev = "31b1730", default-features = false}
 tzf-rs = { version = "0.4.9", default-features = false }
diff --git a/pyproject.toml b/pyproject.toml
index 8108528..57b7947 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,3 +31,16 @@ Issues = "https://github.com/ringsaturn/tzfpy/issues"
 [tool.maturin]
 # "extension-module" tells pyo3 we want to build an extension module (skips linking against libpython.so)
 features = ["pyo3/extension-module"]
+
+[tool.uv]
+dev-dependencies = [
+    "ruff>=0.6.5",
+    "citiespy>=0.6.3",
+    "maturin>=1.7.1",
+    "pytest>=8.3.3",
+    "pytest-benchmark>=4.0.0",
+    "pytest-cov>=5.0.0",
+    "pytest-pretty>=1.2.0",
+    "pytz>=2024.2",
+    "tzdata>=2024.1",
+]
diff --git a/requirements_dev.txt b/requirements_dev.txt
deleted file mode 100644
index 390efe0..0000000
--- a/requirements_dev.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-citiespy==0.6.3
-maturin==1.7.1
-pytest
-pytest-benchmark
-pytest-cov
-pytest-pretty
-pytz==2024.2
-tzdata==2024.1
diff --git a/tzfpy.pyi b/tzfpy.pyi
index 98ee6b3..cb8cf5f 100644
--- a/tzfpy.pyi
+++ b/tzfpy.pyi
@@ -1,5 +1,5 @@
-"""Probably the fastest Python package to convert longitude/latitude to timezone name(s).
-"""
+"""Probably the fastest Python package to convert longitude/latitude to timezone name(s)."""
+
 from typing import List
 
 def get_tz(lng: float, lat: float) -> str:
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..9346b0b
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,364 @@
+version = 1
+requires-python = ">=3.9"
+
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+version = "0.6.3"
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