diff --git a/.github/scripts/docs-build-deploy b/.github/scripts/docs-build-deploy
new file mode 100755
index 000000000..485fe064f
--- /dev/null
+++ b/.github/scripts/docs-build-deploy
@@ -0,0 +1,15 @@
+#!/bin/sh
+# Set up a virtual environment with the required tools, build, and deploy the docs.
+#
+# Run from the root directory of the project as
+# .github/scripts/docs-build-deploy 'https://martinvonz.github.io' prerelease main
+# All arguments after the first are passed to `mike deploy`, run
+# `poetry run -- mike deploy --help` for options. Note that `mike deploy`
+# creates a commit directly on the `gh-pages` branch.
+set -ev
+
+export "SITE_URL_FOR_MKDOCS=$1"; shift
+# https://github.com/python-poetry/poetry/issues/1917
+export PYTHON_KEYRING_BACKEND=keyring.backends.fail.Keyring
+poetry install  # Only really needed once per environment unless there are updates
+poetry run -- mike deploy "$@"
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 000000000..eb2ca0396
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,34 @@
+name: website
+
+on:
+  push:
+    branches:
+      - main
+
+permissions:
+  contents: write
+
+jobs:
+  prerelease-docs-build-deploy:
+    strategy:
+      matrix:
+        os: [ubuntu-latest]
+    runs-on: ${{ matrix.os }}
+
+    steps:
+      - uses: actions/checkout@v3
+      - run:  "git fetch origin gh-pages --depth=1"
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.11
+      - name: Install poetry
+        uses: abatilo/actions-poetry@v2
+        with:
+          poetry-version: latest
+      - name: Install dependencies, compile and deploy docs
+        run: |
+          git config user.name jj-docs-bot
+          git config user.email jj-docs-bot@users.noreply.github.io
+          .github/scripts/docs-build-deploy 'https://martinvonz.github.io/jj' prerelease main --push
+      - name: "Show `git diff --stat`"
+        run: git diff --stat gh-pages^ gh-pages || echo "(No diffs)"
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 9b1a38111..a70abef68 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -70,3 +70,31 @@ jobs:
         asset_path: ${{ env.ASSET }}
         asset_name: ${{ env.ASSET }}
         asset_content_type: application/octet-stream
+
+  docs-build-deploy:
+    strategy:
+      matrix:
+        os: [ubuntu-latest]
+    runs-on: ${{ matrix.os }}
+    permissions:
+      contents: write
+
+    steps:
+      - uses: actions/checkout@v3
+      - run:  "git fetch origin gh-pages --depth=1"
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.11
+      - name: Install poetry
+        uses: abatilo/actions-poetry@v2
+        with:
+          poetry-version: latest
+      - name: Install dependencies, compile and deploy docs
+        run: |
+          git config user.name jj-docs-bot
+          git config user.email jj-docs-bot@users.noreply.github.io
+          # Using the 'latest' tag below makes the website default
+          # to this version.
+          .github/scripts/docs-build-deploy 'https://martinvonz.github.io/jj' "${{ github.event.release.tag_name }}" latest --update-aliases --push
+      - name: "Show `git diff --stat`"
+        run: git diff --stat gh-pages^ gh-pages || echo "(No diffs)"
diff --git a/docs/contributing.md b/docs/contributing.md
index 6bed3d4e7..e9fd1c910 100644
--- a/docs/contributing.md
+++ b/docs/contributing.md
@@ -136,7 +136,12 @@ These are listed roughly in order of decreasing importance.
 
 ## Previewing the HTML documentation
 
-<!---- Short-term TODO: More docs follow in a subsequent commit ---->
+The documentation for `jj` is automatically published to the website
+<https://martinvonz.github.io/jj/>. At the moment, this is experimental,
+but we hope to advertise this website to our users soon.
+
+When editing documentation, we'd appreciate it if you checked that the
+result will look as expected when published to the website.
 
 ### Setting up the prerequisites
 
@@ -187,6 +192,88 @@ You should occasionally check the terminal from which you ran `mkdocs serve` for
 any build errors or warnings. Warnings about `"GET /versions.json HTTP/1.1" code
 404` are expected and harmless.
 
+### How to build the entire website (not usually necessary)
+
+The full `jj` website includes the documentation for several `jj` versions
+(`prerelease`, latest release, and the older releases). The top-level
+URL <https://martinvonz.github.io/jj> redirects to
+<https://martinvonz.github.io/jj/latest>, which in turn redirects to
+the docs for the last stable version.
+
+The different versions of documentation are managed and deployed with
+[`mike`](https://github.com/jimporter/mike), which can be run with
+`poetry run -- mike`.
+
+On a POSIX system or WSL, one way to build the entire website is as follows (on
+Windows, you'll need to understand and adapt the shell script):
+
+1. Check out `jj` as a co-located `jj + git` repository (`jj clone --colocate`),
+cloned from your fork of `jj` (e.g. `jjfan.github.com/jj`). You can also use a
+pure Git repo if you prefer.
+
+2. Make sure `jjfan.github.com/jj` includes the `gh-pages` branch of the jj repo
+and run `git fetch origin gh-pages`.
+
+3. Go to the Github repository settings, enable Github Pages, and configure them
+to use the `gh-pages` branch (this is usually the default).
+
+4. Run the same `sh` script that is used in Github CI (details below):
+
+    ```shell
+    .github/scripts/docs-build-deploy 'https://jjfan.github.io/jj/'\
+        prerelease main --push
+    ```
+
+    This should build the version of the docs from the current commit,
+    deploy it as a new commit to the `gh-pages` branch,
+    and push the `gh-pages` branch to the origin.
+
+5. Now, you should be able to see the full website, including your latest changes
+to the `prerelease` version, at `https://jjfan.github.io/jj/prerelease/`.
+
+6. (Optional) The previous steps actually only rebuild
+`https://jjfan.github.io/jj/prerelease/` and its alias
+`https://jjfan.github.io/jj/main/`. If you'd like to test out version switching
+back and forth, you can also rebuild the docs for the latest release as follows.
+
+    ```shell
+    jj new v1.33.1  # Let's say `jj 1.33.1` is the currently the latest release
+    .github/scripts/docs-build-deploy 'https://jjfan.github.io/jj/'\
+        v1.33.1 latest --push
+    ```
+
+7. (Optional) When you are done, you may want to reset the `gh-branches` to the
+same spot as it is in the upstream. If you configured the `upstream` remote,
+this can be done with:
+
+    ```shell
+    # This will LOSE any changes you made to `gh-pages`
+    jj git fetch --remote upstream
+    jj branch set gh-pages -r gh-pages@upstream
+    jj git push --remote origin --branch gh-pages
+    ```
+
+    If you want to preserve some of the changes you made, you can do `jj branch
+    set my-changes -r gh-pages` BEFORE running the above commands.
+
+#### Explanation of the `docs-build-deploy` script
+
+The script sets up the `site_url` mkdocs config to
+`'https://jjfan.github.io/jj/'`. If this config does not match the URL
+where you loaded the website, some minor website features (like the
+version switching widget) will have reduced functionality.
+
+Then, the script passes the rest of its arguments to `potery run -- mike
+deploy`, which does the rest of the job. Run `poetry run -- mike help deploy` to
+find out what the arguments do.
+
+If you need to do something more complicated, you can use `poetry run -- mike
+...` commands. You can also edit the `gh-pages` branch directly, but take care
+to avoid files that will be overwritten by future invocations of `mike`. Then,
+you can submit a PR based on the `gh-pages` branch of
+<https://martinvonz.github.com/jj> (instead of the usual `main` branch).
+
+
 ## Modifying protobuffers (this is not common)
 
  Occasionally, you may need to change the `.proto` files that define jj's data