diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 4f6447a..0242dc2 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -16,6 +16,8 @@ jobs:
 
     steps:
     - uses: actions/checkout@v5
+      with:
+        fetch-depth: 0  # Fetch all history and tags for uv-dynamic-versioning
 
     - name: Install uv
       uses: astral-sh/setup-uv@v5
diff --git a/pyproject.toml b/pyproject.toml
index a47829b..3d74f22 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,12 +1,22 @@
 [build-system]
-requires = ["setuptools>=61.0"]
-build-backend = "setuptools.build_meta"
+requires = ["hatchling>=1.25.0", "uv-dynamic-versioning>=0.11.0"]
+build-backend = "hatchling.build"
 
 [project]
 name = "git-worktree-cli"
-version = "0.2.1"
+dynamic = ["version"]
 description = "A lightweight Python CLI tool to simplify Git worktree management"
+readme = "README.md"
+license = {text = "MIT"}
+authors = [{name = "cebidhem"}]
+keywords = ["git", "cli", "developer-tools", "claude"]
 requires-python = ">=3.12"
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+]
 dependencies = [
     "typer>=0.9.0",
 ]
@@ -22,7 +32,18 @@ dev = [
 [project.scripts]
 wt = "wt.cli:app"
 
-[tool.setuptools.packages.find]
-where = ["."]
-include = ["wt*"]
-exclude = ["specs*"]
+[project.urls]
+Homepage = "https://github.com/cebidhem/git-worktree-cli"
+Repository = "https://github.com/cebidhem/git-worktree-cli"
+Issues = "https://github.com/cebidhem/git-worktree-cli/issues"
+
+[tool.hatch.build.targets.wheel]
+packages = ["wt"]
+
+[tool.hatch.version]
+source = "uv-dynamic-versioning"
+
+[tool.uv-dynamic-versioning]
+enable = true
+vcs = "git"
+style = "pep440"
diff --git a/uv.lock b/uv.lock
index dc68cbb..77914e6 100644
--- a/uv.lock
+++ b/uv.lock
@@ -68,7 +68,6 @@ wheels = [
 
 [[package]]
 name = "git-worktree-cli"
-version = "0.1.0"
 source = { editable = "." }
 dependencies = [
     { name = "typer" },
diff --git a/wt/__init__.py b/wt/__init__.py
index 0aacbc9..720af51 100644
--- a/wt/__init__.py
+++ b/wt/__init__.py
@@ -1,3 +1,9 @@
 """git-worktree-cli: A lightweight Python CLI tool to simplify Git worktree management."""
 
-__version__ = "0.1.0"
+from importlib.metadata import PackageNotFoundError, version
+
+try:
+    __version__ = version("git-worktree-cli")
+except PackageNotFoundError:
+    # Package not installed, running from source
+    __version__ = "dev"