diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 23d0af35f..9bfa630e1 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -2,8 +2,9 @@
 dask_cuda/  @rapidsai/daskcuda-python-codeowners
 
 #build/ops code owners
-.github/           @rapidsai/ops-codeowners 
+.github/           @rapidsai/ops-codeowners
 ci/                @rapidsai/ops-codeowners
 conda/             @rapidsai/ops-codeowners
 **/Dockerfile      @rapidsai/ops-codeowners
 **/.dockerignore   @rapidsai/ops-codeowners
+dependencies.yaml  @rapidsai/ops-codeowners
diff --git a/.github/ops-bot.yaml b/.github/ops-bot.yaml
index 5808edbd4..2d1444c59 100644
--- a/.github/ops-bot.yaml
+++ b/.github/ops-bot.yaml
@@ -5,5 +5,5 @@ auto_merger: true
 branch_checker: true
 label_checker: true
 release_drafter: true
-external_contributors: false
 copy_prs: true
+recently_updated: true
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
new file mode 100644
index 000000000..46ba42843
--- /dev/null
+++ b/.github/workflows/build.yaml
@@ -0,0 +1,63 @@
+name: build
+
+on:
+  push:
+    branches:
+      - "branch-*"
+    tags:
+      - v[0-9][0-9].[0-9][0-9].[0-9][0-9]
+  workflow_dispatch:
+    inputs:
+      branch:
+        required: true
+        type: string
+      date:
+        required: true
+        type: string
+      sha:
+        required: true
+        type: string
+      build_type:
+        type: string
+        default: nightly
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  conda-python-build:
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/conda-python-matrix-build.yaml@main
+    with:
+      build_type: ${{ inputs.build_type || 'branch' }}
+      branch: ${{ inputs.branch }}
+      date: ${{ inputs.date }}
+      sha: ${{ inputs.sha }}
+  upload-conda:
+    needs: [conda-python-build]
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/conda-upload-packages.yaml@main
+    with:
+      build_type: ${{ inputs.build_type || 'branch' }}
+      branch: ${{ inputs.branch }}
+      date: ${{ inputs.date }}
+      sha: ${{ inputs.sha }}
+  wheel-build:
+    runs-on: ubuntu-latest
+    container:
+      image: rapidsai/ci:latest
+    defaults:
+      run:
+        shell: bash
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+      - name: Build wheel
+        run: ci/build_python_pypi.sh
+      - name: Publish distribution 📦 to PyPI
+        if: inputs.build_type == 'nightly'
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.RAPIDSAI_PYPI_TOKEN }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
new file mode 100644
index 000000000..c48c8f7b7
--- /dev/null
+++ b/.github/workflows/pr.yaml
@@ -0,0 +1,49 @@
+name: pr
+
+on:
+  push:
+    branches:
+      - "pull-request/[0-9]+"
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  pr-builder:
+    needs:
+      - checks
+      - conda-python-build
+      - conda-python-tests
+      - wheel-build
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/pr-builder.yaml@main
+  checks:
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/checks.yaml@main
+  conda-python-build:
+    needs: checks
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/conda-python-matrix-build.yaml@main
+    with:
+      build_type: pull-request
+  conda-python-tests:
+    needs: conda-python-build
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/conda-python-tests.yaml@main
+    with:
+      build_type: pull-request
+  wheel-build:
+    needs: checks
+    runs-on: ubuntu-latest
+    container:
+      image: rapidsai/ci:latest
+    defaults:
+      run:
+        shell: bash
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+      - name: Build wheel
+        run: ci/build_python_pypi.sh
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
new file mode 100644
index 000000000..44dbd99a5
--- /dev/null
+++ b/.github/workflows/test.yaml
@@ -0,0 +1,24 @@
+name: test
+
+on:
+  workflow_dispatch:
+    inputs:
+      branch:
+        required: true
+        type: string
+      date:
+        required: true
+        type: string
+      sha:
+        required: true
+        type: string
+
+jobs:
+  conda-python-tests:
+    secrets: inherit
+    uses: rapidsai/shared-action-workflows/.github/workflows/conda-python-tests.yaml@main
+    with:
+      build_type: nightly
+      branch: ${{ inputs.branch }}
+      date: ${{ inputs.date }}
+      sha: ${{ inputs.sha }}
diff --git a/ci/build_python.sh b/ci/build_python.sh
new file mode 100755
index 000000000..4124a4c5a
--- /dev/null
+++ b/ci/build_python.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+# Copyright (c) 2022, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+source rapids-env-update
+
+export CMAKE_GENERATOR=Ninja
+
+rapids-print-env
+
+rapids-logger "Begin py build"
+
+rapids-mamba-retry mambabuild \
+  conda/recipes/dask-cuda
+
+rapids-upload-conda-to-s3 python
diff --git a/ci/build_python_pypi.sh b/ci/build_python_pypi.sh
new file mode 100755
index 000000000..5fea926cd
--- /dev/null
+++ b/ci/build_python_pypi.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+
+python -m pip install build --user
+
+# While conda provides these during conda-build, they are also necessary during
+# the setup.py build for PyPI
+export GIT_DESCRIBE_TAG=$(git describe --abbrev=0 --tags)
+export GIT_DESCRIBE_NUMBER=$(git rev-list ${GIT_DESCRIBE_TAG}..HEAD --count)
+
+# Compute/export VERSION_SUFFIX
+source rapids-env-update
+
+python -m build \
+  --sdist \
+  --wheel \
+  --outdir dist/ \
+  .
diff --git a/ci/check_style.sh b/ci/check_style.sh
new file mode 100755
index 000000000..be3ac3f4b
--- /dev/null
+++ b/ci/check_style.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+# Copyright (c) 2020-2022, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+rapids-logger "Create checks conda environment"
+. /opt/conda/etc/profile.d/conda.sh
+
+rapids-dependency-file-generator \
+  --output conda \
+  --file_key checks \
+  --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee env.yaml
+
+rapids-mamba-retry env create --force -f env.yaml -n checks
+conda activate checks
+
+# Run pre-commit checks
+pre-commit run --hook-stage manual --all-files --show-diff-on-failure
diff --git a/ci/gpu/build.sh b/ci/gpu/build.sh
index e71b89e42..b9661f522 100755
--- a/ci/gpu/build.sh
+++ b/ci/gpu/build.sh
@@ -26,7 +26,7 @@ cd "$WORKSPACE"
 export GIT_DESCRIBE_TAG=`git describe --tags`
 export MINOR_VERSION=`echo $GIT_DESCRIBE_TAG | grep -o -E '([0-9]+\.[0-9]+)'`
 export UCX_PATH=$CONDA_PREFIX
-export UCXPY_VERSION=0.30.*
+export UCXPY_VERSION=0.30
 unset GIT_DESCRIBE_TAG
 
 # Enable NumPy's __array_function__ protocol (needed for NumPy 1.16.x,
diff --git a/ci/release/update-version.sh b/ci/release/update-version.sh
index afd907b53..0938bff0d 100755
--- a/ci/release/update-version.sh
+++ b/ci/release/update-version.sh
@@ -22,7 +22,7 @@ CURRENT_SHORT_TAG=${CURRENT_MAJOR}.${CURRENT_MINOR}
 NEXT_MAJOR=$(echo $NEXT_FULL_TAG | awk '{split($0, a, "."); print a[1]}')
 NEXT_MINOR=$(echo $NEXT_FULL_TAG | awk '{split($0, a, "."); print a[2]}')
 NEXT_SHORT_TAG=${NEXT_MAJOR}.${NEXT_MINOR}
-NEXT_UCXPY_VERSION="$(curl -s https://version.gpuci.io/rapids/${NEXT_SHORT_TAG}).*"
+NEXT_UCXPY_VERSION="$(curl -s https://version.gpuci.io/rapids/${NEXT_SHORT_TAG})"
 
 echo "Preparing release $CURRENT_TAG => $NEXT_FULL_TAG"
 
@@ -33,3 +33,8 @@ function sed_runner() {
 
 # Update UCX-Py version
 sed_runner "s/export UCXPY_VERSION=.*/export UCXPY_VERSION="${NEXT_UCXPY_VERSION}"/g" ci/gpu/build.sh
+
+# Bump cudf and dask-cudf testing dependencies
+sed_runner "s/cudf=.*/cudf=${NEXT_SHORT_TAG}/g" dependencies.yaml
+sed_runner "s/dask-cudf=.*/dask-cudf=${NEXT_SHORT_TAG}/g" dependencies.yaml
+sed_runner "s/ucx-py=.*/ucx-py=${NEXT_UCXPY_VERSION}/g" dependencies.yaml
diff --git a/ci/test_python.sh b/ci/test_python.sh
new file mode 100755
index 000000000..25e19cca7
--- /dev/null
+++ b/ci/test_python.sh
@@ -0,0 +1,88 @@
+#!/bin/bash
+# Copyright (c) 2022, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+. /opt/conda/etc/profile.d/conda.sh
+
+rapids-logger "Generate Python testing dependencies"
+rapids-dependency-file-generator \
+  --output conda \
+  --file_key test_python \
+  --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee env.yaml
+
+rapids-mamba-retry env create --force -f env.yaml -n test
+
+# Temporarily allow unbound variables for conda activation.
+set +u
+conda activate test
+set -u
+
+rapids-logger "Downloading artifacts from previous jobs"
+PYTHON_CHANNEL=$(rapids-download-conda-from-s3 python)
+
+RAPIDS_TESTS_DIR=${RAPIDS_TESTS_DIR:-"${PWD}/test-results"}
+RAPIDS_COVERAGE_DIR=${RAPIDS_COVERAGE_DIR:-"${PWD}/coverage-results"}
+mkdir -p "${RAPIDS_TESTS_DIR}" "${RAPIDS_COVERAGE_DIR}"
+SUITEERROR=0
+
+rapids-print-env
+
+rapids-mamba-retry install \
+  -c "${PYTHON_CHANNEL}" \
+  dask-cuda
+
+rapids-logger "Check GPU usage"
+nvidia-smi
+
+set +e
+
+rapids-logger "pytest dask-cuda"
+pushd dask_cuda
+DASK_CUDA_TEST_SINGLE_GPU=1 \
+UCXPY_IFNAME=eth0 \
+UCX_WARN_UNUSED_ENV_VARS=n \
+UCX_MEMTYPE_CACHE=n \
+pytest \
+  --capture=no \
+  --cache-clear \
+  --junitxml="${RAPIDS_TESTS_DIR}/junit-dask-cuda.xml" \
+  --cov-config=../pyproject.toml \
+  --cov=dask_cuda \
+  --cov-report=xml:"${RAPIDS_COVERAGE_DIR}/dask-cuda-coverage.xml" \
+  --cov-report=term \
+  tests
+exitcode=$?
+
+if (( ${exitcode} != 0 )); then
+    SUITEERROR=${exitcode}
+    echo "FAILED: 1 or more tests in dask-cuda"
+fi
+popd
+
+rapids-logger "Run local benchmark"
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend dask
+exitcode=$?
+
+if (( ${exitcode} != 0 )); then
+    SUITEERROR=${exitcode}
+    echo "FAILED: Local benchmark with dask comms"
+fi
+
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend explicit-comms
+exitcode=$?
+
+if (( ${exitcode} != 0 )); then
+    SUITEERROR=${exitcode}
+    echo "FAILED: Local benchmark with explicit comms"
+fi
+
+exit ${SUITEERROR}
diff --git a/conda/recipes/dask-cuda/meta.yaml b/conda/recipes/dask-cuda/meta.yaml
index a31628b23..b0b02cb2e 100644
--- a/conda/recipes/dask-cuda/meta.yaml
+++ b/conda/recipes/dask-cuda/meta.yaml
@@ -1,4 +1,4 @@
-# Copyright (c) 2019-2021, NVIDIA CORPORATION.
+# Copyright (c) 2019-2022, NVIDIA CORPORATION.
 
 # Usage:
 #   conda build -c conda-forge .
@@ -6,7 +6,7 @@
 
 {% set version = environ.get('GIT_DESCRIBE_TAG', '0.0.0.dev').lstrip('v') + environ.get('VERSION_SUFFIX', '') %}
 {% set number = environ.get('GIT_DESCRIBE_NUMBER', 0) %}
-{% set py_version = environ.get('CONDA_PY', 36) %}
+{% set py_version = environ['CONDA_PY'] %}
 {% set git_hash = environ.get('GIT_DESCRIBE_HASH', '') %}
 
 package:
@@ -42,9 +42,8 @@ test:
   imports:
     - dask_cuda
 
-
 about:
-  home: http://rapids.ai/
+  home: https://rapids.ai/
   license: Apache-2.0
   license_file: ../../../LICENSE
   summary: dask-cuda library
diff --git a/dependencies.yaml b/dependencies.yaml
new file mode 100644
index 000000000..663fd2161
--- /dev/null
+++ b/dependencies.yaml
@@ -0,0 +1,103 @@
+# Dependency list for https://github.com/rapidsai/dependency-file-generator
+files:
+  all:
+    output: none
+    includes:
+      - build_python
+      - cudatoolkit
+      - develop
+      - py_version
+      - run_python
+      - test_python
+  test_python:
+    output: none
+    includes:
+      - cudatoolkit
+      - py_version
+      - test_python
+  checks:
+    output: none
+    includes:
+      - develop
+      - py_version
+channels:
+  - rapidsai
+  - rapidsai-nightly
+  - dask/label/dev
+  - conda-forge
+  - nvidia
+dependencies:
+  build_python:
+    common:
+      - output_types: [conda, requirements]
+        packages:
+          - setuptools>=64.0.0
+  cudatoolkit:
+    specific:
+      - output_types: conda
+        matrices:
+          - matrix:
+              cuda: "11.2"
+            packages:
+              - cudatoolkit=11.2
+          - matrix:
+              cuda: "11.4"
+            packages:
+              - cudatoolkit=11.4
+          - matrix:
+              cuda: "11.5"
+            packages:
+              - cudatoolkit=11.5
+  develop:
+    common:
+      - output_types: [conda, requirements]
+        packages:
+          - pre-commit
+  py_version:
+    specific:
+      - output_types: conda
+        matrices:
+          - matrix:
+              py: "3.8"
+            packages:
+              - python=3.8
+          - matrix:
+              py: "3.9"
+            packages:
+              - python=3.9
+          - matrix:
+            packages:
+              - python>=3.8,<3.10
+  run_python:
+    common:
+      - output_types: [conda, requirements]
+        packages:
+          - dask>=2022.12.0
+          - distributed>=2022.12.0
+          - numba>=0.54
+          - numpy>=1.18.0
+          - pandas>=1.0
+          - pynvml>=11.0.0
+          - zict>=0.1.3
+  test_python:
+    common:
+      - output_types: [conda]
+        packages:
+          - cucim
+          - cudf=23.02
+          - dask-cudf=23.02
+          - pytest
+          - pytest-cov
+          - ucx-proc=*=gpu
+          - ucx-py=0.30
+    specific:
+      - output_types: conda
+        matrices:
+          - matrix:
+              arch: x86_64
+            packages:
+              - numactl-devel-cos7-x86_64
+          - matrix:
+              arch: aarch64
+            packages:
+              - numactl-devel-cos7-aarch64