diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml
new file mode 100644
index 000000000..452121ef0
--- /dev/null
+++ b/.github/workflows/docs.yaml
@@ -0,0 +1,61 @@
+---
+"name": "Docs (release notes)"
+"on":
+  "push":
+  "pull_request":
+  "workflow_dispatch":
+
+permissions:
+  contents: read
+
+env:
+  poetry_version: '1.8.3'
+
+jobs:
+  generate-releasenotes:
+    name: Generate list of images for release notes
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Cache poetry in ~/.local
+        uses: actions/cache/restore@v4
+        id: cache-poetry-restore
+        with:
+          path: ~/.local
+          key: "${{ runner.os }}-local-${{ env.poetry_version }}"
+
+      - name: Install poetry
+        if: steps.cache-poetry-restore.outputs.cache-hit != 'true'
+        run: pipx install poetry==${{ env.poetry_version }}
+        env:
+          PIPX_HOME: /home/runner/.local/pipx
+          PIPX_BIN_DIR: /home/runner/.local/bin
+
+      - name: Check poetry is installed correctly
+        run: poetry env info
+
+      - name: Save cache
+        if: steps.cache-poetry-restore.outputs.cache-hit != 'true'
+        uses: actions/cache/save@v4
+        with:
+          path: ~/.local
+          key: ${{ steps.cache-poetry-restore.outputs.cache-primary-key }}
+
+      - name: Set up Python
+        id: setup-python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: 'poetry'
+
+      - name: Configure poetry
+        run: poetry env use "${{ steps.setup-python.outputs.python-path }}"
+
+      - name: Install deps
+        run: poetry install --sync
+
+      - name: Run the release notes script
+        run: |
+          set -Eeuxo pipefail
+          poetry run ci/package_versions.py | tee ${GITHUB_STEP_SUMMARY}
diff --git a/ci/package_versions.py b/ci/package_versions.py
new file mode 100755
index 000000000..c21be54c5
--- /dev/null
+++ b/ci/package_versions.py
@@ -0,0 +1,158 @@
+#!/usr/bin/env python3
+
+from __future__ import annotations
+
+import dataclasses
+import glob
+import io
+import json
+import pathlib
+import typing
+import unittest
+
+import yaml
+
+import package_versions_selftestdata
+
+"""Generates the workbench software listings for https://access.redhat.com/articles/rhoai-supported-configs
+using the Markdown variant described at https://access.redhat.com/articles/7056942"""
+
+ROOT_DIR = pathlib.Path(__file__).parent.parent
+
+
+@dataclasses.dataclass
+class Manifest:
+    _data: any
+
+    @property
+    def name(self) -> str:
+        return self._data['metadata']['annotations']['opendatahub.io/notebook-image-name']
+
+    @property
+    def order(self) -> int:
+        return int(self._data['metadata']['annotations']['opendatahub.io/notebook-image-order'])
+
+    @property
+    def tags(self) -> list[Tag]:
+        return [Tag(tag) for tag in self._data['spec']['tags']]
+
+
+@dataclasses.dataclass()
+class Tag:
+    _data: any
+
+    @property
+    def name(self) -> str:
+        return self._data['name']
+
+    @property
+    def recommended(self) -> bool:
+        if 'opendatahub.io/workbench-image-recommended' not in self._data['annotations']:
+            return False
+        return self._data['annotations']['opendatahub.io/workbench-image-recommended'] == 'true'
+
+    @property
+    def outdated(self) -> bool:
+        if 'opendatahub.io/image-tag-outdated' not in self._data['annotations']:
+            return False
+        return self._data['annotations']['opendatahub.io/image-tag-outdated'] == 'true'
+
+    @property
+    def sw_general(self) -> list[typing.TypedDict("Software", {"name": str, "version": str})]:
+        return json.loads(self._data['annotations']['opendatahub.io/notebook-software'])
+
+    @property
+    def sw_python(self) -> list[typing.TypedDict("Software", {"name": str, "version": str})]:
+        return json.loads(self._data['annotations']['opendatahub.io/notebook-python-dependencies'])
+
+
+def main():
+    pathname = 'manifests/base/*.yaml'
+    # pathname = 'manifests/overlays/additional/*.yaml'
+    imagestreams: list[Manifest] = []
+    for fn in glob.glob(pathname, root_dir=ROOT_DIR):
+        # there may be more than one yaml document in a file (e.g. rstudio buildconfigs)
+        with (open(ROOT_DIR / fn, 'rt') as fp):
+            for data in yaml.safe_load_all(fp):
+                if 'kind' not in data or data['kind'] != 'ImageStream':
+                    continue
+                if 'labels' not in data['metadata']:
+                    continue
+                if ('opendatahub.io/notebook-image' not in data['metadata']['labels'] or
+                        data['metadata']['labels']['opendatahub.io/notebook-image'] != 'true'):
+                    continue
+                imagestream = Manifest(data)
+                imagestreams.append(imagestream)
+
+    print('Image name | Image version | Preinstalled packages')
+    print('--------- | ---------')
+
+    # todo(jdanek): maybe we want to change to sorting by `imagestream.order`
+    #  for imagestream in sorted(imagestreams, key=lambda imagestream: imagestream.order):
+    for imagestream in sorted(imagestreams, key=lambda imagestream: imagestream.name):
+        name = imagestream.name
+
+        prev_tag = None
+        for tag in imagestream.tags:
+            if tag.outdated:
+                continue
+
+            tag_name = tag.name
+            recommended = tag.recommended
+
+            sw_general = tag.sw_general
+            sw_python = tag.sw_python
+
+            software: list[str] = []
+            for item in sw_general:
+                sw_name: str
+                sw_version: str
+                sw_name, sw_version = item['name'], item['version']
+                sw_version = sw_version.lstrip("v")
+
+                # do not allow duplicates when general and python lists both contain e.g. TensorFlow
+                if sw_name in set(item['name'] for item in sw_python):
+                    continue
+                software.append(f"{sw_name} {sw_version}")
+            for item in sw_python:
+                sw_name: str
+                sw_version: str
+                sw_name, sw_version = item['name'], item['version']
+                sw_version = sw_version.lstrip("v")
+                software.append(f"{sw_name}: {sw_version}")
+
+            maybe_techpreview = "" if name not in ('code-server',) else " (Technology Preview)"
+            maybe_recommended = "" if not recommended or len(imagestream.tags) == 1 else ' (Recommended)'
+            if not prev_tag:
+                print(f'{name}{maybe_techpreview} | {tag_name}{maybe_recommended} | {', '.join(software)}')
+            else:
+                print(f'| {tag_name}{maybe_recommended} | {', '.join(software)}')
+
+            prev_tag = tag
+
+
+class TestManifest(unittest.TestCase):
+    _data = yaml.safe_load(io.StringIO(package_versions_selftestdata.imagestream))
+    manifest = Manifest(_data)
+
+    def test_name(self):
+        assert self.manifest.name == "Minimal Python"
+
+    def test_order(self):
+        assert self.manifest.order == 1
+
+    def test_tag_name(self):
+        assert self.manifest.tags[0].name == "2024.2"
+
+    def test_tag_recommended(self):
+        assert self.manifest.tags[0].recommended is True
+
+    def test_tag_sw_general(self):
+        assert self.manifest.tags[0].sw_general == [{'name': 'Python', 'version': 'v3.11'}]
+
+    def test_tag_sw_python(self):
+        assert self.manifest.tags[0].sw_python == [{'name': 'JupyterLab', 'version': '4.2'}]
+
+
+if __name__ == '__main__':
+    main()
diff --git a/ci/package_versions_selftestdata.py b/ci/package_versions_selftestdata.py
new file mode 100644
index 000000000..1fdeed0ef
--- /dev/null
+++ b/ci/package_versions_selftestdata.py
@@ -0,0 +1,63 @@
+imagestream = """
+---
+apiVersion: image.openshift.io/v1
+kind: ImageStream
+metadata:
+  labels:
+    opendatahub.io/notebook-image: "true"
+  annotations:
+    opendatahub.io/notebook-image-url: "https://github.com//opendatahub-io/notebooks/tree/main/jupyter/minimal"
+    opendatahub.io/notebook-image-name: "Minimal Python"
+    opendatahub.io/notebook-image-desc: "Jupyter notebook image with minimal dependency set to start experimenting with Jupyter environment."
+    opendatahub.io/notebook-image-order: "1"
+  name: jupyter-minimal-notebook
+spec:
+  lookupPolicy:
+    local: true
+  tags:
+    # N Version of the image
+    - annotations:
+        # language=json
+        opendatahub.io/notebook-software: |
+          [
+            {"name": "Python", "version": "v3.11"}
+          ]
+        # language=json
+        opendatahub.io/notebook-python-dependencies: |
+          [
+            {"name": "JupyterLab","version": "4.2"}
+          ]
+        openshift.io/imported-from: quay.io/opendatahub/workbench-images
+        opendatahub.io/workbench-image-recommended: 'true'
+        opendatahub.io/default-image: "true"
+        opendatahub.io/notebook-build-commit: $(odh-minimal-notebook-image-commit-n)
+      from:
+        kind: DockerImage
+        name: $(odh-minimal-notebook-image-n)
+      name: "2024.2"
+      referencePolicy:
+        type: Source
+    # N Version of the image
+    - annotations:
+        # language=json
+        opendatahub.io/notebook-software: |
+          [
+            {"name": "Python", "version": "v3.9"}
+          ]
+        # language=json
+        opendatahub.io/notebook-python-dependencies: |
+          [
+            {"name": "JupyterLab","version": "3.6"},
+            {"name": "Notebook","version": "6.5"}
+          ]
+        openshift.io/imported-from: quay.io/opendatahub/workbench-images
+        opendatahub.io/workbench-image-recommended: 'false'
+        opendatahub.io/default-image: "true"
+        opendatahub.io/notebook-build-commit: $(odh-minimal-notebook-image-commit-n-1)
+      from:
+        kind: DockerImage
+        name: $(odh-minimal-notebook-image-n-1)
+      name: "2024.1"
+      referencePolicy:
+        type: Source
+"""
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 88d4fcd77..de2920d96 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,20 +1,20 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
-    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
+    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -69,13 +69,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pyfakefs"
-version = "5.7.2"
+version = "5.7.3"
 description = "pyfakefs implements a fake file system that mocks the Python file system modules."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pyfakefs-5.7.2-py3-none-any.whl", hash = "sha256:e1527b0e8e4b33be52f0b024ca1deb269c73eecd68457c6b0bf608d6dab12ebd"},
-    {file = "pyfakefs-5.7.2.tar.gz", hash = "sha256:40da84175c5af8d9c4f3b31800b8edc4af1e74a212671dd658b21cc881c60000"},
+    {file = "pyfakefs-5.7.3-py3-none-any.whl", hash = "sha256:53702780b38b24a48a9b8481c971abf1675f5abfd7d44653c2bcdd90b9751224"},
+    {file = "pyfakefs-5.7.3.tar.gz", hash = "sha256:cd53790761d0fc030a9cf41fd541bfd28c1ea681b1a7c5df8834f3c9e511ac5f"},
 ]
 
 [[package]]
@@ -113,7 +113,69 @@ files = [
 attrs = ">=19.2.0"
 pytest = ">=7.0"
 
+[[package]]
+name = "pyyaml"
+version = "6.0.2"
+description = "YAML parser and emitter for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
+    {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
+    {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8824b5a04a04a047e72eea5cec3bc266db09e35de6bdfe34c9436ac5ee27d237"},
+    {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7c36280e6fb8385e520936c3cb3b8042851904eba0e58d277dca80a5cfed590b"},
+    {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed"},
+    {file = "PyYAML-6.0.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180"},
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+    {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
+]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.12"
-content-hash = "b3040f243a10b6a64e04b687a322b7ab735d82fefc4dc45d8177c2c4f286e049"
+content-hash = "1bd8986aa91d470c5a0c3c8885d5bf86874344a7a8aefc6c0f500e5f6a5f2be9"
diff --git a/pyproject.toml b/pyproject.toml
index 0873cd45b..ea81be70a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,7 +8,7 @@ package-mode = false
 
 [tool.poetry.dependencies]
 python = "~3.12"
-
+pyyaml = "^6.0.2"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^8.2.2"