diff --git a/Dockerfile b/Dockerfile
index 6025d4f..19d2313 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,21 @@
-FROM rust:1.62.1 as builder
+FROM rust:alpine AS builder
 
-RUN git clone https://github.com/matrix-org/rust-synapse-compress-state.git && \
-  cargo install --path rust-synapse-compress-state
+RUN apk add python3 musl-dev pkgconfig openssl-dev make
 
-FROM debian:buster-slim
+ENV RUSTFLAGS="-C target-feature=-crt-static"
 
-RUN apt update && \
-  apt install -y postgresql-client
+WORKDIR /opt/synapse-compressor/
 
-COPY --from=builder /usr/local/cargo/bin/synapse-compress-state /usr/local/bin/synapse-compress-state
+RUN git clone https://github.com/matrix-org/rust-synapse-compress-state.git . && \
+  cargo build
+
+WORKDIR /opt/synapse-compressor/synapse_auto_compressor/
+
+RUN cargo build
+
+FROM alpine
+
+RUN apk add --no-cache libgcc
+
+COPY --from=builder /opt/synapse-compressor/target/debug/synapse_compress_state /usr/local/bin/synapse_compress_state
+COPY --from=builder /opt/synapse-compressor/target/debug/synapse_auto_compressor /usr/local/bin/synapse_auto_compressor