diff --git a/.github/workflows/commit.yml b/.github/workflows/commit.yml
index 528f5c36..8bd8afbd 100644
--- a/.github/workflows/commit.yml
+++ b/.github/workflows/commit.yml
@@ -1,3 +1,4 @@
+# Updates the dev docs every time a new commit is pushed to main.
 name: Commit Pipeline
 
 concurrency: docs-push
diff --git a/.github/workflows/dummy_pr.yml b/.github/workflows/dummy_pr.yml
index 9d87ef62..89c216a7 100644
--- a/.github/workflows/dummy_pr.yml
+++ b/.github/workflows/dummy_pr.yml
@@ -1,3 +1,10 @@
+# We want to limit the cost of our CI to the OpenDP organization, so we only
+# want to run linters/tests/docs when a PR is about to be merged, not every time
+# we push. However, due to limitations of how the GitHub Merge Queue works, we
+# have to create a workflow that triggers on each PR, with the same job names as the
+# ones we want to run at merge time. See
+# https://github.com/opendp/tumult-analytics/issues/1#issuecomment-2936533302
+# for more details.
 name: PR Dummy Pipeline
 
 on:
diff --git a/.github/workflows/merge_queue.yml b/.github/workflows/merge_queue.yml
index 871cd0c5..25eb3fdf 100644
--- a/.github/workflows/merge_queue.yml
+++ b/.github/workflows/merge_queue.yml
@@ -1,3 +1,4 @@
+# Runs linters, run tests, and checks that the docs build when a PR is about to be merged.
 name: Merge Queue Pipeline
 
 on:
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index eb8fda3b..0759991b 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,3 +1,7 @@
+# This pipeline is executed every time someone pushes a tag to GitHub. If the
+# tag is a valid version number, it builds the library, runs the slow tests and
+# the benchmarks, pushes the package distribution to PyPI, and if this is a
+# production release, also publishes the docs.
 name: Release Pipeline
 
 on:
@@ -16,7 +20,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - run: |
-          if [[ ! "$GITHUB_REF_NAME" =~ ^(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)(-(dev|alpha|beta|rc)\.(0|[1-9][0-9]*))?$ ]]; then 
+          re="^(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)(-(alpha|beta|rc)\.(0|[1-9][0-9]*))?$"
+          if [[ ! "$GITHUB_REF_NAME" =~ $re ]]; then 
             echo "Tag $GITHUB_REF_NAME is not a valid version number. Aborting release pipeline."
             exit 1
           fi
@@ -69,3 +74,53 @@ jobs:
           path: dist
       - run: uv run nox -t benchmark
 
+  Publish-To-PyPI:
+    if: github.repository == 'opendp/tumult-analytics'
+    runs-on: ubuntu-latest
+    needs:
+      - Test-Slow
+      - Benchmark
+    environment:
+      name: pypi
+      url: https://pypi.org/p/tmlt-analytics
+    permissions:
+      id-token: write
+    steps:
+      - name: Download package distributions
+        uses: actions/download-artifact@v4
+        with:
+          name: dist
+          path: dist
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+
+  Push-Docs:
+    if: ${{ github.repository == 'opendp/tumult-analytics'
+              && ! contains(github.ref_name, 'alpha')
+              && ! contains(github.ref_name, 'beta')
+              && ! contains(github.ref_name, 'rc') }}
+    runs-on: ubuntu-latest
+    environment: docs-push
+    needs: Publish-To-PyPI
+    steps:
+      - name: Checkout code repository
+        uses: actions/checkout@v4
+      - name: Set up runner
+        uses: opendp/tumult-tools/actions/setup@0f3d49599e5824a9f407a6e2063990c1e0d4c2e8
+      - name: Download dist
+        uses: actions/download-artifact@v4
+        with:
+          name: dist
+          path: dist
+      - run: |
+          re="^([0-9]+)\.([0-9]+).*$"
+          [[ $GITHUB_REF_NAME =~ $re ]]
+          echo "MAJOR_VERSION=${BASH_REMATCH[1]}" >> $GITHUB_ENV
+          echo "MINOR_VERSION=${BASH_REMATCH[2]}" >> $GITHUB_ENV
+      - name: Push docs
+        uses: opendp/tumult-tools/actions/push_docs@1c7b4b3cfa98ab75f3c5b0b91858c897a81629ad
+        with:
+          docs-repository: opendp/tumult-docs
+          docs-repository-token: ${{ secrets.DOCS_REPO_PAT }}
+          docs-path: docs/analytics
+          version: ${{ format('v{0}.{1}', env.MAJOR_VERSION, env.MINOR_VERSION) }}
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 59d64e76..a6d2b909 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -61,6 +61,18 @@ the generated HTML pages are available in the `public` directory.
 
 Note that our API reference is manually organized, and does not follow the internal package structure. If you add a new public class or method to Tumult Analytics, add it to an `autosummary` directive in the relevant `.rst` file under `doc/reference`.
 
+### Continuous integration
+
+We use GitHub Actions to automatically run some jobs under specific conditions.
+The definition of these jobs can be found in [`.github/workflows`](./.github/workflows).
+
+To try it out a newly modified action before merging the PR, you can change the trigger to the definition file to execute whenever you push on your branch:
+```yaml
+on:
+  push:
+    branch: your_username/your_branch
+```
+
 ### Cleanup
 
 Running linters, tests, or building docs tends to generate a lot of files in the repository that you generally don't want to keep around. Simply run `make clean` to get rid of all those. This is particularly useful when working on the documentation; Sphinx tends to get confused by files generated in previous documentation builds.