diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
new file mode 100644
index 00000000000..3d0ac075be3
--- /dev/null
+++ b/.devcontainer/Dockerfile
@@ -0,0 +1,33 @@
+# syntax=docker/dockerfile:1.5
+
+ARG BASE
+ARG PYTHON_PACKAGE_MANAGER=conda
+
+FROM ${BASE} as pip-base
+
+ENV DEFAULT_VIRTUAL_ENV=rapids
+
+FROM ${BASE} as conda-base
+
+ENV DEFAULT_CONDA_ENV=rapids
+
+FROM ${PYTHON_PACKAGE_MANAGER}-base
+
+ARG CUDA
+ENV CUDAARCHS="RAPIDS"
+ENV CUDA_VERSION="${CUDA_VERSION:-${CUDA}}"
+
+ARG PYTHON_PACKAGE_MANAGER
+ENV PYTHON_PACKAGE_MANAGER="${PYTHON_PACKAGE_MANAGER}"
+
+ENV PYTHONSAFEPATH="1"
+ENV PYTHONUNBUFFERED="1"
+ENV PYTHONDONTWRITEBYTECODE="1"
+
+ENV SCCACHE_REGION="us-east-2"
+ENV SCCACHE_BUCKET="rapids-sccache-devs"
+ENV VAULT_HOST="https://vault.ops.k8s.rapids.ai"
+ENV HISTFILE="/home/coder/.cache/._bash_history"
+
+# cugraph_pyg's setup.py needs this defined when building in a conda env
+ENV CUDA_HOME="${CUDA_HOME:-/home/coder/.conda/envs/$DEFAULT_CONDA_ENV}"
diff --git a/.devcontainer/README.md b/.devcontainer/README.md
new file mode 100644
index 00000000000..e645c51de8b
--- /dev/null
+++ b/.devcontainer/README.md
@@ -0,0 +1,34 @@
+# cuGraph Development Containers
+
+This directory contains [devcontainer configurations](https://containers.dev/implementors/json_reference/) for using VSCode to [develop in a container](https://code.visualstudio.com/docs/devcontainers/containers) via the `Remote Containers` [extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers) or [GitHub Codespaces](https://github.com/codespaces).
+
+This container is a turnkey development environment for building and testing the cuGraph C++ and Python libraries.
+
+## Table of Contents
+
+* [Prerequisites](#prerequisites)
+* [Host bind mounts](#host-bind-mounts)
+* [Launch a Dev Container](#launch-a-dev-container)
+## Prerequisites
+
+* [VSCode](https://code.visualstudio.com/download)
+* [VSCode Remote Containers extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers)
+
+## Host bind mounts
+
+By default, the following directories are bind-mounted into the devcontainer:
+
+* `${repo}:/home/coder/cugraph`
+* `${repo}/../.aws:/home/coder/.aws`
+* `${repo}/../.local:/home/coder/.local`
+* `${repo}/../.cache:/home/coder/.cache`
+* `${repo}/../.conda:/home/coder/.conda`
+* `${repo}/../.config:/home/coder/.config`
+
+This ensures caches, configurations, dependencies, and your commits are persisted on the host across container runs.
+
+## Launch a Dev Container
+
+To launch a devcontainer from VSCode, open the cuGraph repo and select the "Reopen in Container" button in the bottom right:<br/><img src="https://user-images.githubusercontent.com/178183/221771999-97ab29d5-e718-4e5f-b32f-2cdd51bba25c.png"/>
+
+Alternatively, open the VSCode command palette (typically `cmd/ctrl + shift + P`) and run the "Rebuild and Reopen in Container" command.
diff --git a/.devcontainer/cuda11.8-conda/devcontainer.json b/.devcontainer/cuda11.8-conda/devcontainer.json
new file mode 100644
index 00000000000..cf4ba5aa114
--- /dev/null
+++ b/.devcontainer/cuda11.8-conda/devcontainer.json
@@ -0,0 +1,37 @@
+{
+  "build": {
+    "context": "${localWorkspaceFolder}/.devcontainer",
+    "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
+    "args": {
+      "CUDA": "11.8",
+      "PYTHON_PACKAGE_MANAGER": "conda",
+      "BASE": "rapidsai/devcontainers:23.10-cpp-llvm16-cuda11.8-mambaforge-ubuntu22.04"
+    }
+  },
+  "hostRequirements": {"gpu": "optional"},
+  "features": {
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:23.10": {}
+  },
+  "overrideFeatureInstallOrder": [
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
+  ],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda11.8-envs}"],
+  "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
+  "workspaceFolder": "/home/coder",
+  "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cugraph,type=bind,consistency=consistent",
+  "mounts": [
+    "source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.conda/pkgs,target=/home/coder/.conda/pkgs,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda11.8-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
+  ],
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.flake8",
+        "nvidia.nsight-vscode-edition"
+      ]
+    }
+  }
+}
diff --git a/.devcontainer/cuda11.8-pip/devcontainer.json b/.devcontainer/cuda11.8-pip/devcontainer.json
new file mode 100644
index 00000000000..e86a38abbde
--- /dev/null
+++ b/.devcontainer/cuda11.8-pip/devcontainer.json
@@ -0,0 +1,37 @@
+{
+  "build": {
+    "context": "${localWorkspaceFolder}/.devcontainer",
+    "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
+    "args": {
+      "CUDA": "11.8",
+      "PYTHON_PACKAGE_MANAGER": "pip",
+      "BASE": "rapidsai/devcontainers:23.10-cpp-llvm16-cuda11.8-ubuntu22.04"
+    }
+  },
+  "hostRequirements": {"gpu": "optional"},
+  "features": {
+    "ghcr.io/rapidsai/devcontainers/features/ucx:23.10": {"version": "1.14.1"},
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:23.10": {}
+  },
+  "overrideFeatureInstallOrder": [
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
+  ],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda11.8-venvs}"],
+  "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
+  "workspaceFolder": "/home/coder",
+  "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cugraph,type=bind,consistency=consistent",
+  "mounts": [
+    "source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda11.8-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
+  ],
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.flake8",
+        "nvidia.nsight-vscode-edition"
+      ]
+    }
+  }
+}
diff --git a/.devcontainer/cuda12.0-conda/devcontainer.json b/.devcontainer/cuda12.0-conda/devcontainer.json
new file mode 100644
index 00000000000..863eeea48ff
--- /dev/null
+++ b/.devcontainer/cuda12.0-conda/devcontainer.json
@@ -0,0 +1,37 @@
+{
+  "build": {
+    "context": "${localWorkspaceFolder}/.devcontainer",
+    "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
+    "args": {
+      "CUDA": "12.0",
+      "PYTHON_PACKAGE_MANAGER": "conda",
+      "BASE": "rapidsai/devcontainers:23.10-cpp-mambaforge-ubuntu22.04"
+    }
+  },
+  "hostRequirements": {"gpu": "optional"},
+  "features": {
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:23.10": {}
+  },
+  "overrideFeatureInstallOrder": [
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
+  ],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda12.0-envs}"],
+  "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
+  "workspaceFolder": "/home/coder",
+  "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cugraph,type=bind,consistency=consistent",
+  "mounts": [
+    "source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.conda/pkgs,target=/home/coder/.conda/pkgs,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda12.0-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
+  ],
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.flake8",
+        "nvidia.nsight-vscode-edition"
+      ]
+    }
+  }
+}
diff --git a/.devcontainer/cuda12.0-pip/devcontainer.json b/.devcontainer/cuda12.0-pip/devcontainer.json
new file mode 100644
index 00000000000..c7612771fd3
--- /dev/null
+++ b/.devcontainer/cuda12.0-pip/devcontainer.json
@@ -0,0 +1,37 @@
+{
+  "build": {
+    "context": "${localWorkspaceFolder}/.devcontainer",
+    "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
+    "args": {
+      "CUDA": "12.0",
+      "PYTHON_PACKAGE_MANAGER": "pip",
+      "BASE": "rapidsai/devcontainers:23.10-cpp-llvm16-cuda12.0-ubuntu22.04"
+    }
+  },
+  "hostRequirements": {"gpu": "optional"},
+  "features": {
+    "ghcr.io/rapidsai/devcontainers/features/ucx:23.10": {"version": "1.14.1"},
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:23.10": {}
+  },
+  "overrideFeatureInstallOrder": [
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
+  ],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda12.0-venvs}"],
+  "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
+  "workspaceFolder": "/home/coder",
+  "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cugraph,type=bind,consistency=consistent",
+  "mounts": [
+    "source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
+    "source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda12.0-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
+  ],
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.flake8",
+        "nvidia.nsight-vscode-edition"
+      ]
+    }
+  }
+}
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 02b357c7c88..c01a6fcb94a 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -112,3 +112,23 @@ jobs:
       sha: ${{ inputs.sha }}
       date: ${{ inputs.date }}
       package-name: cugraph
+  wheel-build-nx-cugraph:
+    needs: wheel-publish-pylibcugraph
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.10
+    with:
+      build_type: ${{ inputs.build_type || 'branch' }}
+      branch: ${{ inputs.branch }}
+      sha: ${{ inputs.sha }}
+      date: ${{ inputs.date }}
+      script: ci/build_wheel_nx-cugraph.sh
+  wheel-publish-nx-cugraph:
+    needs: wheel-build-nx-cugraph
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-publish.yaml@branch-23.10
+    with:
+      build_type: ${{ inputs.build_type || 'branch' }}
+      branch: ${{ inputs.branch }}
+      sha: ${{ inputs.sha }}
+      date: ${{ inputs.date }}
+      package-name: nx-cugraph
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index d2d24d90fbe..7b267d7edf3 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -23,6 +23,9 @@ jobs:
       - wheel-tests-pylibcugraph
       - wheel-build-cugraph
       - wheel-tests-cugraph
+      - wheel-build-nx-cugraph
+      - wheel-tests-nx-cugraph
+      - devcontainer
     secrets: inherit
     uses: rapidsai/shared-action-workflows/.github/workflows/pr-builder.yaml@branch-23.10
   checks:
@@ -109,3 +112,26 @@ jobs:
     with:
       build_type: pull-request
       script: ci/test_wheel_cugraph.sh
+  wheel-build-nx-cugraph:
+    needs: wheel-tests-pylibcugraph
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.10
+    with:
+      build_type: pull-request
+      script: ci/build_wheel_nx-cugraph.sh
+  wheel-tests-nx-cugraph:
+    needs: wheel-build-nx-cugraph
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.10
+    with:
+      build_type: pull-request
+      script: ci/test_wheel_nx-cugraph.sh
+  devcontainer:
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/build-in-devcontainer.yaml@branch-23.10
+    with:
+      extra-repo-deploy-key: CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY
+      build_command: |
+        sccache -z;
+        build-all --verbose;
+        sccache -s;
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 97abca71260..dc9ed60b29e 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -48,3 +48,12 @@ jobs:
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
       script: ci/test_wheel_cugraph.sh
+  wheel-tests-nx-cugraph:
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.10
+    with:
+      build_type: nightly
+      branch: ${{ inputs.branch }}
+      date: ${{ inputs.date }}
+      sha: ${{ inputs.sha }}
+      script: ci/test_wheel_nx-cugraph.sh
diff --git a/.gitignore b/.gitignore
index 3fda9f8a037..c6bcf6965d7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -97,3 +97,7 @@ python/cugraph/cugraph/tests/dask-worker-space
 docs/cugraph/source/api_docs/api/*
 _html
 _text
+
+# clang tooling
+compile_commands.json
+.clangd/
diff --git a/ci/build_wheel.sh b/ci/build_wheel.sh
index 3798d561126..821aa25c1b9 100755
--- a/ci/build_wheel.sh
+++ b/ci/build_wheel.sh
@@ -49,7 +49,11 @@ cd "${package_dir}"
 
 python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
 
-mkdir -p final_dist
-python -m auditwheel repair -w final_dist dist/*
-
-RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 final_dist
+# pure-python packages should not have auditwheel run on them.
+if [[ ${package_name} == "nx-cugraph" ]]; then
+    RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 dist
+else
+    mkdir -p final_dist
+    python -m auditwheel repair -w final_dist dist/*
+    RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 final_dist
+fi
diff --git a/ci/build_wheel_nx-cugraph.sh b/ci/build_wheel_nx-cugraph.sh
new file mode 100755
index 00000000000..4481de1283d
--- /dev/null
+++ b/ci/build_wheel_nx-cugraph.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+./ci/build_wheel.sh nx-cugraph python/nx-cugraph
diff --git a/ci/release/update-version.sh b/ci/release/update-version.sh
index bd3aa6bc370..f3892fbd3c4 100755
--- a/ci/release/update-version.sh
+++ b/ci/release/update-version.sh
@@ -128,3 +128,10 @@ done
 sed_runner "s/RAPIDS_VERSION_NUMBER=\".*/RAPIDS_VERSION_NUMBER=\"${NEXT_SHORT_TAG}\"/g" ci/build_docs.sh
 
 sed_runner "s/branch-.*/branch-${NEXT_SHORT_TAG}/g" python/nx-cugraph/README.md
+
+# .devcontainer files
+find .devcontainer/ -type f -name devcontainer.json -print0 | while IFS= read -r -d '' filename; do
+    sed_runner "s@rapidsai/devcontainers:[0-9.]*@rapidsai/devcontainers:${NEXT_SHORT_TAG}@g" "${filename}"
+    sed_runner "s@rapidsai/devcontainers/features/ucx:[0-9.]*@rapidsai/devcontainers/features/ucx:${NEXT_SHORT_TAG_PEP440}@" "${filename}"
+    sed_runner "s@rapidsai/devcontainers/features/rapids-build-utils:[0-9.]*@rapidsai/devcontainers/features/rapids-build-utils:${NEXT_SHORT_TAG_PEP440}@" "${filename}"
+done
diff --git a/ci/test_wheel.sh b/ci/test_wheel.sh
index 146186ae2e7..3ac3549f143 100755
--- a/ci/test_wheel.sh
+++ b/ci/test_wheel.sh
@@ -6,17 +6,20 @@ set -eoxu pipefail
 package_name=$1
 package_dir=$2
 
+python_package_name=$(echo ${package_name}|sed 's/-/_/g')
+
 mkdir -p ./dist
 RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
 
-# echo to expand wildcard before adding `[extra]` requires for pip
+# use 'ls' to expand wildcard before adding `[extra]` requires for pip
 RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./dist
-python -m pip install $(echo ./dist/${package_name}*.whl)[test]
+# pip creates wheels using python package names
+python -m pip install $(ls ./dist/${python_package_name}*.whl)[test]
 
 # Run smoke tests for aarch64 pull requests
 arch=$(uname -m)
 if [[ "${arch}" == "aarch64" && ${RAPIDS_BUILD_TYPE} == "pull-request" ]]; then
     python ./ci/wheel_smoke_test_${package_name}.py
 else
-    RAPIDS_DATASET_ROOT_DIR=`pwd`/datasets python -m pytest ./python/${package_name}/${package_name}/tests
+    RAPIDS_DATASET_ROOT_DIR=`pwd`/datasets python -m pytest ./python/${package_name}/${python_package_name}/tests
 fi
diff --git a/ci/test_wheel_cugraph.sh b/ci/test_wheel_cugraph.sh
index 4d511ac2a0f..f9e2aa6d8da 100755
--- a/ci/test_wheel_cugraph.sh
+++ b/ci/test_wheel_cugraph.sh
@@ -11,12 +11,4 @@ python -m pip install --no-deps ./local-pylibcugraph-dep/pylibcugraph*.whl
 # Always install latest dask for testing
 python -m pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main
 
-# Only download test data for x86
-arch=$(uname -m)
-if [[ "${arch}" == "x86_64" ]]; then
-    pushd ./datasets
-    bash ./get_test_data.sh
-    popd
-fi
-
 ./ci/test_wheel.sh cugraph python/cugraph
diff --git a/ci/test_wheel_nx-cugraph.sh b/ci/test_wheel_nx-cugraph.sh
new file mode 100755
index 00000000000..53d40960fc3
--- /dev/null
+++ b/ci/test_wheel_nx-cugraph.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -eoxu pipefail
+
+./ci/test_wheel.sh nx-cugraph python/nx-cugraph
diff --git a/ci/wheel_smoke_test_nx-cugraph.py b/ci/wheel_smoke_test_nx-cugraph.py
new file mode 100644
index 00000000000..10d26e3aac7
--- /dev/null
+++ b/ci/wheel_smoke_test_nx-cugraph.py
@@ -0,0 +1,38 @@
+# Copyright (c) 2023, NVIDIA CORPORATION.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import math
+
+import networkx as nx
+import nx_cugraph as nxcg
+
+
+if __name__ == "__main__":
+    G = nx.Graph()
+    G.add_edges_from([(0, 1), (1, 2), (2, 3)])
+
+    nx_result = nx.betweenness_centrality(G)
+    # nx_cugraph is intended to be called via the NetworkX dispatcher, like
+    # this:
+    #    nxcu_result = nx.betweenness_centrality(G, backend="cugraph")
+    #
+    # but here it is being called directly since the NetworkX version that
+    # supports the "backend" kwarg may not be available in the testing env.
+    nxcu_result = nxcg.betweenness_centrality(G)
+
+    nx_nodes, nxcu_nodes = nx_result.keys(), nxcu_result.keys()
+    assert nxcu_nodes == nx_nodes
+    for node_id in nx_nodes:
+        nx_bc, nxcu_bc = nx_result[node_id], nxcu_result[node_id]
+        assert math.isclose(nx_bc, nxcu_bc, rel_tol=1e-6), \
+            f"bc for {node_id=} exceeds tolerance: {nx_bc=}, {nxcu_bc=}"
diff --git a/conda/environments/all_cuda-118_arch-x86_64.yaml b/conda/environments/all_cuda-118_arch-x86_64.yaml
index c66890f8ae5..86de24c991d 100644
--- a/conda/environments/all_cuda-118_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-118_arch-x86_64.yaml
@@ -66,10 +66,12 @@ dependencies:
 - scikit-build>=0.13.1
 - scikit-learn>=0.23.1
 - scipy
+- setuptools>=61.0.0
 - sphinx-copybutton
 - sphinx-markdown-tables
 - sphinx<6
 - sphinxcontrib-websupport
 - ucx-proc=*=gpu
 - ucx-py==0.34.*
+- wheel
 name: all_cuda-118_arch-x86_64
diff --git a/conda/environments/all_cuda-120_arch-x86_64.yaml b/conda/environments/all_cuda-120_arch-x86_64.yaml
index 3afb1415572..1054f75ba54 100644
--- a/conda/environments/all_cuda-120_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-120_arch-x86_64.yaml
@@ -65,10 +65,12 @@ dependencies:
 - scikit-build>=0.13.1
 - scikit-learn>=0.23.1
 - scipy
+- setuptools>=61.0.0
 - sphinx-copybutton
 - sphinx-markdown-tables
 - sphinx<6
 - sphinxcontrib-websupport
 - ucx-proc=*=gpu
 - ucx-py==0.34.*
+- wheel
 name: all_cuda-120_arch-x86_64
diff --git a/cpp/.clangd b/cpp/.clangd
new file mode 100644
index 00000000000..7c4fe036ddf
--- /dev/null
+++ b/cpp/.clangd
@@ -0,0 +1,65 @@
+# https://clangd.llvm.org/config
+
+# Apply a config conditionally to all C files
+If:
+  PathMatch: .*\.(c|h)$
+
+---
+
+# Apply a config conditionally to all C++ files
+If:
+  PathMatch: .*\.(c|h)pp
+
+---
+
+# Apply a config conditionally to all CUDA files
+If:
+  PathMatch: .*\.cuh?
+CompileFlags:
+  Add:
+    - "-x"
+    - "cuda"
+    # No error on unknown CUDA versions
+    - "-Wno-unknown-cuda-version"
+    # Allow variadic CUDA functions
+    - "-Xclang=-fcuda-allow-variadic-functions"
+Diagnostics:
+  Suppress:
+    - "variadic_device_fn"
+    - "attributes_not_allowed"
+
+---
+
+# Tweak the clangd parse settings for all files
+CompileFlags:
+  Add:
+    # report all errors
+    - "-ferror-limit=0"
+    - "-fmacro-backtrace-limit=0"
+    - "-ftemplate-backtrace-limit=0"
+    # Skip the CUDA version check
+    - "--no-cuda-version-check"
+  Remove:
+    # remove gcc's -fcoroutines
+    - -fcoroutines
+    # remove nvc++ flags unknown to clang
+    - "-gpu=*"
+    - "-stdpar*"
+    # remove nvcc flags unknown to clang
+    - "-arch*"
+    - "-gencode*"
+    - "--generate-code*"
+    - "-ccbin*"
+    - "-t=*"
+    - "--threads*"
+    - "-Xptxas*"
+    - "-Xcudafe*"
+    - "-Xfatbin*"
+    - "-Xcompiler*"
+    - "--diag-suppress*"
+    - "--diag_suppress*"
+    - "--compiler-options*"
+    - "--expt-extended-lambda"
+    - "--expt-relaxed-constexpr"
+    - "-forward-unknown-to-host-compiler"
+    - "-Werror=cross-execution-space-call"
diff --git a/dependencies.yaml b/dependencies.yaml
index 04ec1b6e957..a162ac01354 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -11,9 +11,15 @@ files:
       - cpp_build
       - cudatoolkit
       - docs
+      - python_build_wheel
       - python_build_cythonize
+      - depends_on_rmm
+      - depends_on_cudf
+      - depends_on_dask_cudf
+      - depends_on_pylibraft
+      - depends_on_raft_dask
+      - depends_on_cupy
       - python_run_cugraph
-      - python_run_pylibcugraph
       - python_run_nx_cugraph
       - python_run_cugraph_dgl
       - python_run_cugraph_pyg
@@ -50,6 +56,7 @@ files:
     output: none
     includes:
       - cudatoolkit
+      - depends_on_cudf
       - py_version
       - test_python_common
       - test_python_cugraph
@@ -62,14 +69,22 @@ files:
     includes:
       - common_build
       - python_build_wheel
+      - depends_on_rmm
+      - depends_on_pylibraft
+      - depends_on_pylibcugraph
       - python_build_cythonize
-      - python_build_cugraph
   py_run_cugraph:
     output: pyproject
     pyproject_dir: python/cugraph
     extras:
       table: project
     includes:
+      - depends_on_rmm
+      - depends_on_cudf
+      - depends_on_dask_cudf
+      - depends_on_raft_dask
+      - depends_on_pylibcugraph
+      - depends_on_cupy
       - python_run_cugraph
   py_test_cugraph:
     output: pyproject
@@ -88,6 +103,8 @@ files:
     includes:
       - common_build
       - python_build_wheel
+      - depends_on_rmm
+      - depends_on_pylibraft
       - python_build_cythonize
   py_run_pylibcugraph:
     output: pyproject
@@ -95,7 +112,8 @@ files:
     extras:
       table: project
     includes:
-      - python_run_pylibcugraph
+      - depends_on_rmm
+      - depends_on_pylibraft
   py_test_pylibcugraph:
     output: pyproject
     pyproject_dir: python/pylibcugraph
@@ -103,6 +121,7 @@ files:
       table: project.optional-dependencies
       key: test
     includes:
+      - depends_on_cudf
       - test_python_common
       - test_python_pylibcugraph
   py_build_nx_cugraph:
@@ -118,6 +137,8 @@ files:
     extras:
       table: project
     includes:
+      - depends_on_pylibcugraph
+      - depends_on_cupy
       - python_run_nx_cugraph
   py_test_nx_cugraph:
     output: pyproject
@@ -183,6 +204,10 @@ files:
     extras:
       table: project
     includes:
+      - depends_on_rmm
+      - depends_on_cudf
+      - depends_on_dask_cudf
+      - depends_on_cupy
       - python_run_cugraph_service_server
   py_test_cugraph_service_server:
     output: pyproject
@@ -334,41 +359,29 @@ dependencies:
               - python>=3.9,<3.11
   python_build_wheel:
     common:
-      - output_types: [conda, pyproject]
+      - output_types: [conda, pyproject, requirements]
         packages:
-          - wheel
           - setuptools>=61.0.0
+          - wheel
   python_build_cythonize:
     common:
-      - output_types: [conda, pyproject]
+      - output_types: [conda, pyproject, requirements]
         packages:
           - cython>=3.0.0
-          - &pylibraft pylibraft==23.10.*
-          - &rmm rmm==23.10.*
           - scikit-build>=0.13.1
-  python_build_cugraph:
-    common:
-      - output_types: [conda, pyproject]
-        packages:
-          - &pylibcugraph pylibcugraph==23.10.*
   python_run_cugraph:
     common:
       - output_types: [conda, pyproject]
         packages:
-          - &cudf cudf==23.10.*
           - &dask dask>=2023.7.1
           - &distributed distributed>=2023.7.1
           - &dask_cuda dask-cuda==23.10.*
-          - &dask_cudf dask-cudf==23.10.*
           - &numba numba>=0.57
-          - raft-dask==23.10.*
-          - *rmm
           - &ucx_py ucx-py==0.34.*
       - output_types: conda
         packages:
           - aiohttp
-          - &cupy cupy>=12.0.0
-          - &dask-core dask-core>=2023.7.1
+          - &dask-core_conda dask-core>=2023.7.1
           - fsspec>=0.6.0
           - libcudf==23.10.*
           - requests
@@ -376,29 +389,14 @@ dependencies:
           - ucx-proc=*=gpu
       - output_types: pyproject
         packages:
-          - &cupy_pip cupy-cuda11x>=12.0.0
             # cudf uses fsspec but is protocol independent. cugraph
             # dataset APIs require [http] extras for use with cudf.
           - fsspec[http]>=0.6.0
-          - *pylibcugraph
-  python_run_pylibcugraph:
-    common:
-      - output_types: [conda, pyproject]
-        packages:
-          - *pylibraft
-          - *rmm
   python_run_nx_cugraph:
     common:
       - output_types: [conda, pyproject]
         packages:
           - networkx>=3.0
-      - output_types: conda
-        packages:
-          - *cupy
-      - output_types: pyproject
-        packages:
-          - *cupy_pip
-          - *pylibcugraph
   python_run_cugraph_dgl:
     common:
       - output_types: [conda, pyproject]
@@ -426,23 +424,18 @@ dependencies:
     common:
       - output_types: [conda, pyproject]
         packages:
-          - *cudf
           - *dask
           - *dask_cuda
-          - *dask_cudf
           - *distributed
           - *numba
           - *numpy
-          - *rmm
           - *thrift
           - *ucx_py
       - output_types: conda
         packages:
-          - *cupy
-          - *dask-core
+          - *dask-core_conda
       - output_types: pyproject
         packages:
-          - *cupy_pip
           - *cugraph
           - cugraph-service-client==23.10.*
   doc:
@@ -492,7 +485,6 @@ dependencies:
     common:
       - output_types: [conda, pyproject]
         packages:
-          - *cudf
           - *numpy
   test_python_nx_cugraph:
     common:
@@ -519,3 +511,192 @@ dependencies:
           - pytorch==2.0
           - pytorch-cuda==11.8
           - pyg=2.3.1=*torch_2.0.0*cu118*
+
+  depends_on_rmm:
+    common:
+      - output_types: conda
+        packages:
+          - &rmm_conda rmm==23.10.*
+      - output_types: requirements
+        packages:
+          # pip recognizes the index as a global option for the requirements.txt file
+          - --extra-index-url=https://pypi.nvidia.com
+    specific:
+      - output_types: [requirements, pyproject]
+        matrices:
+          - matrix: {cuda: "12.2"}
+            packages: &rmm_packages_pip_cu12
+              - rmm-cu12==23.10.*
+          - {matrix: {cuda: "12.1"}, packages: *rmm_packages_pip_cu12}
+          - {matrix: {cuda: "12.0"}, packages: *rmm_packages_pip_cu12}
+          - matrix: {cuda: "11.8"}
+            packages: &rmm_packages_pip_cu11
+              - rmm-cu11==23.10.*
+          - {matrix: {cuda: "11.5"}, packages: *rmm_packages_pip_cu11}
+          - {matrix: {cuda: "11.4"}, packages: *rmm_packages_pip_cu11}
+          - {matrix: {cuda: "11.2"}, packages: *rmm_packages_pip_cu11}
+          - {matrix: null, packages: [*rmm_conda]}
+
+  depends_on_cudf:
+    common:
+      - output_types: conda
+        packages:
+          - &cudf_conda cudf==23.10.*
+      - output_types: requirements
+        packages:
+          # pip recognizes the index as a global option for the requirements.txt file
+          - --extra-index-url=https://pypi.nvidia.com
+    specific:
+      - output_types: [requirements, pyproject]
+        matrices:
+          - matrix: {cuda: "12.2"}
+            packages: &cudf_packages_pip_cu12
+              - cudf-cu12==23.10.*
+          - {matrix: {cuda: "12.1"}, packages: *cudf_packages_pip_cu12}
+          - {matrix: {cuda: "12.0"}, packages: *cudf_packages_pip_cu12}
+          - matrix: {cuda: "11.8"}
+            packages: &cudf_packages_pip_cu11
+              - cudf-cu11==23.10.*
+          - {matrix: {cuda: "11.5"}, packages: *cudf_packages_pip_cu11}
+          - {matrix: {cuda: "11.4"}, packages: *cudf_packages_pip_cu11}
+          - {matrix: {cuda: "11.2"}, packages: *cudf_packages_pip_cu11}
+          - {matrix: null, packages: [*cudf_conda]}
+
+  depends_on_dask_cudf:
+    common:
+      - output_types: conda
+        packages:
+          - &dask_cudf_conda dask-cudf==23.10.*
+      - output_types: requirements
+        packages:
+          # pip recognizes the index as a global option for the requirements.txt file
+          - --extra-index-url=https://pypi.nvidia.com
+    specific:
+      - output_types: [requirements, pyproject]
+        matrices:
+          - matrix: {cuda: "12.2"}
+            packages: &dask_cudf_packages_pip_cu12
+              - dask-cudf-cu12==23.10.*
+          - {matrix: {cuda: "12.1"}, packages: *dask_cudf_packages_pip_cu12}
+          - {matrix: {cuda: "12.0"}, packages: *dask_cudf_packages_pip_cu12}
+          - matrix: {cuda: "11.8"}
+            packages: &dask_cudf_packages_pip_cu11
+              - dask-cudf-cu11==23.10.*
+          - {matrix: {cuda: "11.5"}, packages: *dask_cudf_packages_pip_cu11}
+          - {matrix: {cuda: "11.4"}, packages: *dask_cudf_packages_pip_cu11}
+          - {matrix: {cuda: "11.2"}, packages: *dask_cudf_packages_pip_cu11}
+          - {matrix: null, packages: [*dask_cudf_conda]}
+
+  depends_on_pylibraft:
+    common:
+      - output_types: conda
+        packages:
+          - &pylibraft_conda pylibraft==23.10.*
+      - output_types: requirements
+        packages:
+          # pip recognizes the index as a global option for the requirements.txt file
+          - --extra-index-url=https://pypi.nvidia.com
+    specific:
+      - output_types: [requirements, pyproject]
+        matrices:
+          - matrix: {cuda: "12.2"}
+            packages: &pylibraft_packages_pip_cu12
+              - pylibraft-cu12==23.10.*
+          - {matrix: {cuda: "12.1"}, packages: *pylibraft_packages_pip_cu12}
+          - {matrix: {cuda: "12.0"}, packages: *pylibraft_packages_pip_cu12}
+          - matrix: {cuda: "11.8"}
+            packages: &pylibraft_packages_pip_cu11
+              - pylibraft-cu11==23.10.*
+          - {matrix: {cuda: "11.5"}, packages: *pylibraft_packages_pip_cu11}
+          - {matrix: {cuda: "11.4"}, packages: *pylibraft_packages_pip_cu11}
+          - {matrix: {cuda: "11.2"}, packages: *pylibraft_packages_pip_cu11}
+          - {matrix: null, packages: [*pylibraft_conda]}
+
+  depends_on_raft_dask:
+    common:
+      - output_types: conda
+        packages:
+          - &raft_dask_conda raft-dask==23.10.*
+      - output_types: requirements
+        packages:
+          # pip recognizes the index as a global option for the requirements.txt file
+          - --extra-index-url=https://pypi.nvidia.com
+    specific:
+      - output_types: [requirements, pyproject]
+        matrices:
+          - matrix: {cuda: "12.2"}
+            packages: &raft_dask_packages_pip_cu12
+              - raft-dask-cu12==23.10.*
+          - {matrix: {cuda: "12.1"}, packages: *raft_dask_packages_pip_cu12}
+          - {matrix: {cuda: "12.0"}, packages: *raft_dask_packages_pip_cu12}
+          - matrix: {cuda: "11.8"}
+            packages: &raft_dask_packages_pip_cu11
+              - raft-dask-cu11==23.10.*
+          - {matrix: {cuda: "11.5"}, packages: *raft_dask_packages_pip_cu11}
+          - {matrix: {cuda: "11.4"}, packages: *raft_dask_packages_pip_cu11}
+          - {matrix: {cuda: "11.2"}, packages: *raft_dask_packages_pip_cu11}
+          - {matrix: null, packages: [*raft_dask_conda]}
+
+  depends_on_pylibcugraph:
+    common:
+      - output_types: conda
+        packages:
+          - &pylibcugraph_conda pylibcugraph==23.10.*
+      - output_types: requirements
+        packages:
+          # pip recognizes the index as a global option for the requirements.txt file
+          - --extra-index-url=https://pypi.nvidia.com
+    specific:
+      - output_types: [requirements, pyproject]
+        matrices:
+          - matrix: {cuda: "12.2"}
+            packages: &pylibcugraph_packages_pip_cu12
+              - pylibcugraph-cu12==23.10.*
+          - {matrix: {cuda: "12.1"}, packages: *pylibcugraph_packages_pip_cu12}
+          - {matrix: {cuda: "12.0"}, packages: *pylibcugraph_packages_pip_cu12}
+          - matrix: {cuda: "11.8"}
+            packages: &pylibcugraph_packages_pip_cu11
+              - pylibcugraph-cu11==23.10.*
+          - {matrix: {cuda: "11.5"}, packages: *pylibcugraph_packages_pip_cu11}
+          - {matrix: {cuda: "11.4"}, packages: *pylibcugraph_packages_pip_cu11}
+          - {matrix: {cuda: "11.2"}, packages: *pylibcugraph_packages_pip_cu11}
+          - {matrix: null, packages: [*pylibcugraph_conda]}
+
+  depends_on_cupy:
+    common:
+      - output_types: conda
+        packages:
+          - cupy>=12.0.0
+    specific:
+      - output_types: [requirements, pyproject]
+        matrices:
+          # All CUDA 12 + x86_64 versions
+          - matrix: {cuda: "12.2", arch: x86_64}
+            packages: &cupy_packages_cu12_x86_64
+              - cupy-cuda12x>=12.0.0
+          - {matrix: {cuda: "12.1", arch: x86_64}, packages: *cupy_packages_cu12_x86_64}
+          - {matrix: {cuda: "12.0", arch: x86_64}, packages: *cupy_packages_cu12_x86_64}
+
+          # All CUDA 12 + aarch64 versions
+          - matrix: {cuda: "12.2", arch: aarch64}
+            packages: &cupy_packages_cu12_aarch64
+              - cupy-cuda12x -f https://pip.cupy.dev/aarch64 # TODO: Verify that this works.
+          - {matrix: {cuda: "12.1", arch: aarch64}, packages: *cupy_packages_cu12_aarch64}
+          - {matrix: {cuda: "12.0", arch: aarch64}, packages: *cupy_packages_cu12_aarch64}
+
+          # All CUDA 11 + x86_64 versions
+          - matrix: {cuda: "11.8", arch: x86_64}
+            packages: &cupy_packages_cu11_x86_64
+              - cupy-cuda11x>=12.0.0
+          - {matrix: {cuda: "11.5", arch: x86_64}, packages: *cupy_packages_cu11_x86_64}
+          - {matrix: {cuda: "11.4", arch: x86_64}, packages: *cupy_packages_cu11_x86_64}
+          - {matrix: {cuda: "11.2", arch: x86_64}, packages: *cupy_packages_cu11_x86_64}
+
+          # All CUDA 11 + aarch64 versions
+          - matrix: {cuda: "11.8", arch: aarch64}
+            packages: &cupy_packages_cu11_aarch64
+              - cupy-cuda11x -f https://pip.cupy.dev/aarch64 # TODO: Verify that this works.
+          - {matrix: {cuda: "11.5", arch: aarch64}, packages: *cupy_packages_cu11_aarch64}
+          - {matrix: {cuda: "11.4", arch: aarch64}, packages: *cupy_packages_cu11_aarch64}
+          - {matrix: {cuda: "11.2", arch: aarch64}, packages: *cupy_packages_cu11_aarch64}
+          - {matrix: null, packages: [cupy-cuda11x>=12.0.0]}