diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 279e706f..9a5982b3 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -2,7 +2,7 @@
 {
   "name": "Concordia",
   "image": "mcr.microsoft.com/devcontainers/python:0-3.11",
-  "postCreateCommand": ".devcontainer/setup.sh",
+  "postCreateCommand": "./bin/install.sh",
   "customizations": {
     "vscode": {
       "extensions": [
diff --git a/.github/actions/install/action.yml b/.github/actions/install/action.yml
index 2f745596..a2de2ee4 100644
--- a/.github/actions/install/action.yml
+++ b/.github/actions/install/action.yml
@@ -46,21 +46,13 @@ runs:
     - name: Create venv
       if: steps.restore.outputs.cache-hit != 'true'
       shell: bash
-      run: |
-        python -m venv venv
+      run: ./bin/setup_venv.sh venv
 
     - name: Activate venv
       shell: bash
       run: |
         echo "${PWD}/venv/bin" >> $GITHUB_PATH
 
-    - name: Install
-      if: steps.restore.outputs.cache-hit != 'true'
-      shell: bash
-      run: |
-        pip install --require-virtualenv --require-hashes -r requirements.txt
-        pip install --require-virtualenv --no-deps --no-index --no-build-isolation --editable .
-
     - name: Show installation
       shell: bash
       run: |
diff --git a/.devcontainer/setup.sh b/bin/install.sh
similarity index 75%
rename from .devcontainer/setup.sh
rename to bin/install.sh
index e9e08d6e..fff48870 100755
--- a/.devcontainer/setup.sh
+++ b/bin/install.sh
@@ -14,13 +14,18 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-# Set up devcontainer
-set -e
+# Install concordia.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
 
-python --version
-pip --version
-pip list
+echo 'Installing requirements...'
+pip install --no-deps --require-hashes --requirement requirements.txt
+echo
+echo
 
-pip install --no-deps --require-hashes -r requirements.txt
+echo 'Installing Concordia...'
 pip install --no-deps --no-index --no-build-isolation --editable .
+echo
+echo
+
 pip list
diff --git a/bin/setup_venv.sh b/bin/setup_venv.sh
new file mode 100755
index 00000000..fde20a5d
--- /dev/null
+++ b/bin/setup_venv.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Sets up the virtual environment.
+set -euo pipefail
+cd "$(dirname "$0")/.."
+
+readonly VENV_PATH="${1:-venv}"
+if [[ -d "${VENV_PATH}" ]]; then
+  read -p "Virtual environment "${VENV_PATH}" already exists. Overwrite? (Y/N) " confirm
+  [[ "${confirm}" = [Yy]* ]] && rm -rf "${VENV_PATH}" || exit 1
+fi
+
+echo "Creating virtual environment at ${VENV_PATH}..."
+python3 -m venv "${VENV_PATH}"
+source "${VENV_PATH}"/bin/activate
+python --version
+pip --version
+pip list
+echo
+echo
+
+./bin/install.sh
diff --git a/bin/test.sh b/bin/test.sh
new file mode 100755
index 00000000..8fc2f229
--- /dev/null
+++ b/bin/test.sh
@@ -0,0 +1,41 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Test concordia.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
+FAILURES=false
+
+echo "pytest concordia..."
+pytest concordia || FAILURES=true
+echo
+echo
+
+echo "pytype concordia..."
+pytype concordia || FAILURES=true
+echo
+echo
+
+echo "pylint concordia..."
+pylint --errors-only concordia || FAILURES=true
+echo
+echo
+
+if "${FAILURES}"; then
+  echo -e '\033[0;31mFAILURE\033[0m' && exit 1
+else
+  echo -e '\033[0;32mSUCCESS\033[0m'
+fi
diff --git a/bin/test_examples.sh b/bin/test_examples.sh
new file mode 100755
index 00000000..bbf09822
--- /dev/null
+++ b/bin/test_examples.sh
@@ -0,0 +1,56 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Test the examples.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
+FAILURES=false
+
+echo "pytest examples..."
+pytest examples || FAILURES=true
+echo
+echo
+
+echo "pytype examples..."
+pytype examples || FAILURES=true
+echo
+echo
+
+echo "pylint examples..."
+pylint --errors-only examples || FAILURES=true
+echo
+echo
+
+echo "convert notebooks..."
+./bin/convert_notebooks.sh notebooks
+echo
+echo
+
+echo "pytype notebooks..."
+pytype --pythonpath=. notebooks || FAILURES=true
+echo
+echo
+
+echo "pylint notebooks..."
+pylint --errors-only notebooks || FAILURES=true
+echo
+echo
+
+if "${FAILURES}"; then
+  echo -e '\033[0;31mFAILURE\033[0m' && exit 1
+else
+  echo -e '\033[0;32mSUCCESS\033[0m'
+fi
diff --git a/bin/update_requirements.sh b/bin/update_requirements.sh
new file mode 100755
index 00000000..44b5b383
--- /dev/null
+++ b/bin/update_requirements.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Update requirements.txt.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
+
+pip-compile --quiet --generate-hashes --reuse-hashes --upgrade --strip-extras \
+    --extra dev setup.py examples/requirements.in
diff --git a/examples/requirements.txt b/examples/requirements.in
similarity index 72%
rename from examples/requirements.txt
rename to examples/requirements.in
index 7fdc3cad..81611a83 100644
--- a/examples/requirements.txt
+++ b/examples/requirements.in
@@ -1,6 +1,6 @@
+# Requirements for the Concordia examples.
 absl-py
 docstring-parser
-gdm-concordia
 immutabledict
 IPython
 matplotlib