diff --git a/Dockerfile b/Dockerfile
index 9afa5b4..2061e07 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,10 +1,23 @@
-FROM rust:1.82-alpine AS builder
+FROM rust:1.83 AS chef
+RUN apt-get update \
+  && apt-get install -y musl-dev musl-tools --no-install-recommends \
+  && rustup target add x86_64-unknown-linux-musl \
+  && cargo install cargo-chef --locked \
+  && rm -rf "$CARGO_HOME/registry"
+WORKDIR /rustical
+
+FROM chef AS planner
+COPY . .
+RUN cargo chef prepare
+
+FROM chef AS builder
 # We need to statically link C dependencies like sqlite, otherwise we get
 # exec /usr/local/bin/rustical: no such file or directory
 # x86_64-unknown-linux-musl does static linking by default
-RUN apk add --no-progress build-base; \
-    rustup target add x86_64-unknown-linux-musl
 WORKDIR /rustical
+COPY --from=planner /rustical/recipe.json recipe.json
+RUN cargo chef cook --release --target x86_64-unknown-linux-musl
+
 COPY . .
 RUN --mount=type=cache,target=target cargo install --target x86_64-unknown-linux-musl --path .