diff --git a/Dockerfile b/Dockerfile
index de2b941..692a243 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,8 +1,8 @@
 FROM python:3.10-slim
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
 
 ENV PYTHONUNBUFFERED=1
-RUN mkdir app
-COPY . /app
-RUN pip install --no-cache-dir /app
-
-CMD [ "python", "/app/src/gha_runner/" ]
+ADD . /app
+WORKDIR /app
+RUN uv sync --frozen # This installs the dependencies
+CMD ["uv", "run", "-m", "gha_runner"]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..65cf19f
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,735 @@
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