diff --git a/.woodpecker.yml b/.woodpecker.yml
index 6d66ebc..9e26d74 100644
--- a/.woodpecker.yml
+++ b/.woodpecker.yml
@@ -19,6 +19,7 @@ pipeline:
         environment:
             - CARGO_HOME=.cargo
         commands:
+            - apk add musl-dev postgresql-dev
             - cargo build
 
 
@@ -28,6 +29,7 @@ pipeline:
         environment:
             - CARGO_HOME=.cargo
         commands:
+            - apk add musl-dev postgresql-dev
             - cargo test
 
 
@@ -38,6 +40,7 @@ pipeline:
         environment:
             - CARGO_HOME=.cargo
         commands:
+            - apk add musl-dev postgresql-dev
             - cargo fmt -- --check
             # This is run here because it requires compilation
             - cargo clippy --all-targets -- -D warnings
diff --git a/Dockerfile b/Dockerfile
index 2e886dd..8840167 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,6 +2,12 @@ FROM rust:1.52-alpine3.13 AS builder
 
 WORKDIR /src
 
+# Install build dependencies
+RUN apk add --no-cache \
+    musl-dev \
+    postgresql-dev
+
+# Copy over source code
 COPY Cargo.toml Cargo.lock ./
 COPY src ./src/