diff --git a/dev-requirements.txt b/dev-requirements.txt
index 5602cfb..ac0bfae 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -2,10 +2,10 @@
 flake8
 
 # Static type checking
-mypy==0.910
+mypy==0.942
 
 # Automatic code formatting
-black==21.11b1
+black==22.3.0
 isort==5.10.1
 
 # Running tests
@@ -24,16 +24,16 @@ setuptools
 wheel
 
 # Building docs
-Sphinx==4.3.0
+Sphinx==4.5.0
 
 # Sphinx theme: https://sphinx-themes.org/sample-sites/furo/
-furo==2021.11.23
+furo==2022.3.4
 
 # Lets Sphinx parse markdown files in addition to rst.
-myst-parser==0.15.2
+myst-parser==0.17.0
 
 # Adds a copy button to code examples in the docs.
-sphinx-copybutton==0.4.0
+sphinx-copybutton==0.5.0
 
 # Live rebuilding and reloading of docs for developing locally.
 sphinx-autobuild==2021.3.14
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 3d53d1d..60588ee 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -4,15 +4,16 @@
 # list see the documentation:
 # https://www.sphinx-doc.org/en/master/usage/configuration.html
 
+import os
+import sys
+from datetime import datetime
+
 # -- Path setup --------------------------------------------------------------
 
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
 #
-import os
-import sys
-
 sys.path.insert(0, os.path.abspath("../../"))
 
 from beaker.version import VERSION, VERSION_SHORT  # noqa: E402
@@ -20,7 +21,7 @@
 # -- Project information -----------------------------------------------------
 
 project = "beaker-py"
-copyright = "2021, Allen Institute for Artificial Intelligence"
+copyright = f"{datetime.today().year}, Allen Institute for Artificial Intelligence"
 author = "Allen Institute for Artificial Intelligence"
 version = VERSION_SHORT
 release = VERSION
@@ -39,6 +40,11 @@
     "sphinx.ext.viewcode",
 ]
 
+# Tell myst-parser to assign header anchors for h1-h3.
+myst_heading_anchors = 3
+
+suppress_warnings = ["myst.header"]
+
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ["_templates"]
 
diff --git a/docs/source/index.rst b/docs/source/index.rst
index e35cab4..e759af0 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -16,12 +16,12 @@ Contents
    installation
    quickstart
    api
-   CHANGELOG
 
 .. toctree::
    :hidden:
    :caption: Development
 
+   CHANGELOG
    License <https://raw.githubusercontent.com/allenai/beaker-py/main/LICENSE>
    CONTRIBUTING
    GitHub Repository <https://github.com/allenai/beaker-py>