diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 64c4ba2..52beb63 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -26,9 +26,25 @@ jobs:
       - uses: actions/checkout@v4
       - uses: astral-sh/setup-uv@v3
       - uses: Swatinem/rust-cache@v2
+      - name: Download libduckdb (macos)
+        if: matrix.os == 'macos-latest'
+        run: |
+          wget https://github.com/duckdb/duckdb/releases/download/v1.1.3/libduckdb-osx-universal.zip
+          unzip libduckdb-osx-universal.zip -d libduckdb
+          echo "DYLD_LIBRARY_PATH=libduckdb" >> $GITHUB_ENV
+          echo "LIBRARY_PATH=libduckdb" >> $GITHUB_ENV
+      - name: Download libduckdb (ubuntu)
+        if: matrix.os == 'ubuntu-latest'
+        run: |
+          wget https://github.com/duckdb/duckdb/releases/download/v1.1.3/libduckdb-linux-amd64.zip
+          unzip libduckdb-linux-amd64.zip -d libduckdb
+          echo "LD_LIBRARY_PATH=libduckdb" >> $GITHUB_ENV
+          echo "LIBRARY_PATH=libduckdb" >> $GITHUB_ENV
       - name: Sync
-        run: uv sync
+        run: uv sync --no-install-project
+      - name: Build
+        run: uv run maturin dev --uv --no-default-features
       - name: Lint
         run: scripts/lint
       - name: Test
-        run: scripts/test
+        run: uv run pytest
diff --git a/README.md b/README.md
index 47b5c03..6cb8da4 100644
--- a/README.md
+++ b/README.md
@@ -78,7 +78,8 @@ Then:
 ```shell
 git clone git@github.com:gadomski/stacrs.git
 cd stacrs
-scripts/test  # This will take a little while while the Rust dependencies build, especially DuckDB
+uv sync
+uv run pytest
 ```
 
 See [CONTRIBUTING.md](./CONTRIBUTING.md) for more information about contributing to this project.
diff --git a/scripts/test b/scripts/test
deleted file mode 100755
index 29b8868..0000000
--- a/scripts/test
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env sh
-
-set -e
-
-uv run maturin dev --uv
-uv run pytest "$@"