diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 829f613..428a7b4 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -7,12 +7,15 @@ on:
 jobs:
   tests:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.8', '3.12']
     steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python 3.8
-        uses: actions/setup-python@v2
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v5
         with:
-          python-version: 3.8
+          python-version: ${{ matrix.python-version }}
       - name: Upgrade pip
         run: python -m pip install --upgrade pip setuptools
       - name: Install dependencies
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9a2fe25..d189b79 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,14 @@ instructions, because git commits are used to generate release notes:
 
 <!-- scriv-insert-here -->
 
+<a id='changelog-18.0.0'></a>
+## v18.0.0 (2024-05-09)
+
+- [Bugfix] Make plugin compatible with Python 3.12 by removing dependency on `pkg_resources`. (by @regisb)
+
+- 💥[Feature] Upgrade Python version to 3.12.3. (by @jfavellar90)
+- 💥[Feature] Upgrade to Redwood. (by @jfavellar90)
+
 <a id='changelog-17.0.0'></a>
 ## v17.0.0 (2023-12-09)
 
diff --git a/README.rst b/README.rst
index c9538e6..88efce5 100644
--- a/README.rst
+++ b/README.rst
@@ -1,9 +1,9 @@
 Students notes plugin for `Tutor <https://docs.tutor.edly.io>`_
 ===================================================================
 
-This is a plugin for `Tutor <https://docs.tutor.edly.io>`_ to easily add the `Open edX note-taking app <https://github.com/openedx/edx-notes-api>`_ to an Open edX platform. This app allows students to annotate portions of the courseware (see `the official documentation <https://edx.readthedocs.io/projects/open-edx-building-and-running-a-course/en/open-release-quince.master/exercises_tools/notes.html>`_).
+This is a plugin for `Tutor <https://docs.tutor.edly.io>`_ to easily add the `Open edX note-taking app <https://github.com/openedx/edx-notes-api>`_ to an Open edX platform. This app allows students to annotate portions of the courseware (see `the official documentation <https://edx.readthedocs.io/projects/open-edx-building-and-running-a-course/en/open-release-redwood.master/exercises_tools/notes.html>`_).
 
-.. image:: https://edx.readthedocs.io/projects/open-edx-building-and-running-a-course/en/open-release-quince.master/_images/SFD_SN_bodyexample.png
+.. image:: https://edx.readthedocs.io/projects/open-edx-building-and-running-a-course/en/open-release-redwood.master/_images/SFD_SN_bodyexample.png
     :alt: Notes in action
 
 Installation
diff --git a/changelog.d/20240212_115536_regis_pkg_resources.md b/changelog.d/20240212_115536_regis_pkg_resources.md
deleted file mode 100644
index 35b6d20..0000000
--- a/changelog.d/20240212_115536_regis_pkg_resources.md
+++ /dev/null
@@ -1 +0,0 @@
-- [Bugfix] Make plugin compatible with Python 3.12 by removing dependency on `pkg_resources`. (by @regisb)
diff --git a/setup.py b/setup.py
index 91aa9e8..b5c7b88 100644
--- a/setup.py
+++ b/setup.py
@@ -32,8 +32,8 @@
     packages=find_packages(exclude=["tests*"]),
     include_package_data=True,
     python_requires=">=3.8",
-    install_requires=["tutor>=17.0.0,<18.0.0"],
-    extras_require={"dev": ["tutor[dev]>=17.0.0,<18.0.0"]},
+    install_requires=["tutor>=18.0.0,<19.0.0"],
+    extras_require={"dev": ["tutor[dev]>=18.0.0,<19.0.0"]},
     entry_points={"tutor.plugin.v1": ["notes = tutornotes.plugin"]},
     classifiers=[
         "Development Status :: 5 - Production/Stable",
diff --git a/tutornotes/__about__.py b/tutornotes/__about__.py
index a08b09c..c6a8b8e 100644
--- a/tutornotes/__about__.py
+++ b/tutornotes/__about__.py
@@ -1 +1 @@
-__version__ = "17.0.0"
+__version__ = "18.0.0"
diff --git a/tutornotes/templates/notes/build/notes/Dockerfile b/tutornotes/templates/notes/build/notes/Dockerfile
index d977fc3..d78dfae 100644
--- a/tutornotes/templates/notes/build/notes/Dockerfile
+++ b/tutornotes/templates/notes/build/notes/Dockerfile
@@ -1,5 +1,5 @@
 # syntax=docker/dockerfile:1.4
-FROM docker.io/ubuntu:20.04
+FROM docker.io/python:3.12-slim-bookworm
 
 ENV DEBIAN_FRONTEND=noninteractive
 RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
@@ -7,14 +7,15 @@ RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
   apt update && \
   apt upgrade -y && \
   apt install -y \
-    language-pack-en \
+    locales \
     git \
-    python3 \
-    python3-pip \
-    python3-venv \
-    libmysqlclient-dev \
-    pkg-config
-RUN ln -s /usr/bin/python3 /usr/bin/python
+    python3-dev \
+    build-essential \
+    default-libmysqlclient-dev \
+    pkg-config && \
+  sed -i '/en_US.UTF-8/s/^# //g' /etc/locale.gen && \
+  locale-gen
+ENV LC_ALL en_US.UTF-8
 
 ###### Git-clone Notes repo ######
 ARG APP_USER_ID=1000
@@ -30,7 +31,7 @@ ENV PATH /app/venv/bin:${PATH}
 # https://pypi.org/project/setuptools/
 # https://pypi.org/project/pip/
 # https://pypi.org/project/wheel/
-RUN --mount=type=cache,target=/app/.cache/pip,sharing=shared pip install setuptools==68.2.2 pip==23.2.1 wheel==0.41.2
+RUN --mount=type=cache,target=/app/.cache/pip,sharing=shared pip install setuptools==69.2.0 pip==24.0 wheel==0.43.0
 RUN --mount=type=cache,target=/app/.cache/pip,sharing=shared pip install -r requirements/base.txt
 
 EXPOSE 8000