diff --git a/Dockerfile b/Dockerfile
index 9590070b..05dde755 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,3 @@
-FROM bufbuild/buf:1.0.0-rc6 as buf
-
 FROM golang:1.17.1-bullseye AS build
 ENV GOPATH /go
 WORKDIR /go/src/headscale
@@ -12,15 +10,10 @@ COPY . .
 RUN go install -a -ldflags="-extldflags=-static" -tags netgo,sqlite_omit_load_extension ./cmd/headscale
 RUN test -e /go/bin/headscale
 
-FROM ubuntu:20.04
+FROM gcr.io/distroless/base
 
-RUN apt-get update \
-    && apt-get install -y ca-certificates \
-    && update-ca-certificates \
-    && rm -rf /var/lib/apt/lists/*
-
-COPY --from=build /go/bin/headscale /usr/local/bin/headscale
+COPY --from=build /go/bin/headscale /headscale
 ENV TZ UTC
 
 EXPOSE 8080/tcp
-CMD ["headscale"]
+CMD ["/headscale"]