diff --git a/.github/workflows/conda-python-tests.yaml b/.github/workflows/conda-python-tests.yaml
index be85d3a67..11c64255a 100644
--- a/.github/workflows/conda-python-tests.yaml
+++ b/.github/workflows/conda-python-tests.yaml
@@ -98,12 +98,6 @@ jobs:
           repository: ${{ inputs.repo }}
           ref: ${{ inputs.sha }}
           fetch-depth: 0
-      - uses: actions/download-artifact@v4
-        with:
-          name: conda-repo-py${{ matrix.PY_VER }}-${{ matrix.ARCH }}
-          path: conda-repo
-      - name: Display structure of downloaded files
-        run: ls -R
       - name: Standardize repository information
         run: |
           echo "RAPIDS_REPOSITORY=${{ inputs.repo || github.repository }}" >> "${GITHUB_ENV}"
@@ -127,6 +121,7 @@ jobs:
         uses: prefix-dev/setup-pixi@fef5c9568ca6c4ff7707bf840ab0692ba3f08293
         with:
           environments: ${{ env.PIXI_ENV }}
+          cache: false
       - name: Python tests
         run: ${{ inputs.script }}
         env:
diff --git a/.github/workflows/docs-build.yaml b/.github/workflows/docs-build.yaml
index 36a17ea85..d84a1a735 100644
--- a/.github/workflows/docs-build.yaml
+++ b/.github/workflows/docs-build.yaml
@@ -3,28 +3,6 @@
 
 on:
   workflow_call:
-    inputs:
-      build_type:
-        required: true
-        type: string
-      branch:
-        type: string
-      date:
-        type: string
-      sha:
-        type: string
-      repo:
-        type: string
-      node_type:
-        type: string
-        default: "cpu4"
-      script:
-        type: string
-        default: "ci/build_docs.sh"
-
-defaults:
-  run:
-    shell: bash
 
 permissions:
   actions: read
@@ -43,39 +21,17 @@ permissions:
 
 jobs:
   build:
-    strategy:
-      fail-fast: false
-    runs-on: "linux-amd64-cpu4"
-    env:
-      RAPIDS_ARTIFACTS_DIR: ${{ github.workspace }}/artifacts
-    container:
-      image: rapidsai/ci-conda:cuda13.0.0-ubuntu24.04-py3.13
-      env:
-        RAPIDS_BUILD_TYPE: ${{ inputs.build_type }}
+    runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
+      - name: Setup pixi
+        uses: prefix-dev/setup-pixi@fef5c9568ca6c4ff7707bf840ab0692ba3f08293
         with:
-          repository: ${{ inputs.repo }}
-          ref: ${{ inputs.sha }}
-          fetch-depth: 0
-      - uses: actions/download-artifact@v4
-        with:
-          name: conda-repo-py3.13-amd64
-          path: conda-repo
-      - name: Display structure of downloaded files
-        run: ls -R
-      - name: Standardize repository information
-        run: |
-          echo "RAPIDS_REPOSITORY=${{ inputs.repo || github.repository }}" >> "${GITHUB_ENV}"
-          echo "RAPIDS_SHA=$(git rev-parse HEAD)" >> "${GITHUB_ENV}"
-          echo "RAPIDS_REF_NAME=${{ inputs.branch || github.ref_name }}" >> "${GITHUB_ENV}"
-          echo "RAPIDS_NIGHTLY_DATE=${{ inputs.date }}" >> "${GITHUB_ENV}"
-      - name: Setup proxy cache
-        uses: nv-gha-runners/setup-proxy-cache@main
-        continue-on-error: true
+          environments: docs
+          cache: false
       - name: Docs build
-        run: ${{ inputs.script }}
+        run: pixi run -e docs build-docs
         env:
           GH_TOKEN: ${{ github.token }}
       - name: Upload docs
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 908cfd4a8..402481b1c 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -68,7 +68,6 @@ jobs:
       matrix: ${{ needs.compute-matrix.outputs.BUILD_MATRIX }}
   test-conda:
     needs:
-      - build-conda
       - compute-matrix
     uses: ./.github/workflows/conda-python-tests.yaml
     with:
@@ -78,7 +77,6 @@ jobs:
       matrix: ${{ needs.compute-matrix.outputs.TEST_MATRIX }}
   test-simulator:
     needs:
-      - build-conda
       - compute-matrix
     uses: ./.github/workflows/simulator-test.yaml
     with:
@@ -130,11 +128,7 @@ jobs:
       # TODO: Enable for CUDA 13 when a supporting version of cuDF is available
       matrix_filter: map(select(.ARCH == "amd64" and (.CUDA_VER | split(".") | .[0] | tonumber == 12))) | group_by(.CUDA_VER|split(".")|map(tonumber)|.[0]) | map(max_by([(.PY_VER|split(".")|map(tonumber)), (.CUDA_VER|split(".")|map(tonumber))]))
   build-docs:
-    needs:
-      - build-conda
     uses: ./.github/workflows/docs-build.yaml
-    with:
-      build_type: pull-request
   coverage-report:
     needs:
       - build-wheels
diff --git a/.github/workflows/publish.yaml b/.github/workflows/publish.yaml
index e59ab37f8..a122b56b7 100644
--- a/.github/workflows/publish.yaml
+++ b/.github/workflows/publish.yaml
@@ -67,11 +67,7 @@ jobs:
         with:
           password: ${{ secrets.RAPIDSAI_PYPI_TOKEN }}
   build-docs:
-    needs:
-      - build-conda
     uses: ./.github/workflows/docs-build.yaml
-    with:
-      build_type: release
   deploy-docs:
     needs: build-docs
     permissions:
diff --git a/.github/workflows/simulator-test.yaml b/.github/workflows/simulator-test.yaml
index c06c1bd4f..eadfc6658 100644
--- a/.github/workflows/simulator-test.yaml
+++ b/.github/workflows/simulator-test.yaml
@@ -87,12 +87,6 @@ jobs:
           repository: ${{ inputs.repo }}
           ref: ${{ inputs.sha }}
           fetch-depth: 0
-      - uses: actions/download-artifact@v4
-        with:
-          name: conda-repo-py${{ matrix.PY_VER }}-${{ matrix.ARCH }}
-          path: conda-repo
-      - name: Display structure of downloaded files
-        run: ls -R
       - name: Standardize repository information
         run: |
           echo "RAPIDS_REPOSITORY=${{ inputs.repo || github.repository }}" >> "${GITHUB_ENV}"
@@ -112,6 +106,7 @@ jobs:
         uses: prefix-dev/setup-pixi@fef5c9568ca6c4ff7707bf840ab0692ba3f08293
         with:
           environments: ${{ env.PIXI_ENV }}
+          cache: false
       - name: Python tests
         run: ${{ inputs.script }}
         env:
diff --git a/ci/build_docs.sh b/ci/build_docs.sh
index ee0991698..68d4837cd 100755
--- a/ci/build_docs.sh
+++ b/ci/build_docs.sh
@@ -4,50 +4,15 @@
 
 set -euo pipefail
 
-. /opt/conda/etc/profile.d/conda.sh
-
-rapids-logger "Install docs dependencies"
-# TODO: Replace with rapids-dependency-file-generator
-DEPENDENCIES=(
-    "make"
-    "psutil"
-    "sphinx"
-    "sphinx_rtd_theme"
-    "numpydoc"
-    "python=${RAPIDS_PY_VERSION}"
-    "numba-cuda"
-)
-rapids-mamba-retry create \
-    -n docs \
-    --strict-channel-priority \
-    --channel "`pwd`/conda-repo" \
-    --channel conda-forge \
-    "${DEPENDENCIES[@]}"
-
-# Temporarily allow unbound variables for conda activation.
-set +u
-conda activate docs
-set -u
-
-pip install nvidia-sphinx-theme
-
-rapids-print-env
-
-# Change out of the root of the repo early so the source tree in the repo
-# doesn't confuse things
-pushd docs
-
 rapids-logger "Show Numba system info"
-python -m numba --sysinfo
+pixi run -e docs python -m numba --sysinfo
 
 EXITCODE=0
 trap "EXITCODE=1" ERR
 set +e
 
 rapids-logger "Build docs"
-make html
-
-popd
+pixi run -e docs make -C docs html
 
 rapids-logger "Test script exiting with value: $EXITCODE"
 exit ${EXITCODE}
diff --git a/docs/Makefile b/docs/Makefile
index 38f9fcf53..4c2c0d0f4 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -6,7 +6,7 @@
 
 # You can set these variables from the command line, and also
 # from the environment for the first two.
-SPHINXOPTS    ?= -W
+SPHINXOPTS    ?= -W -j auto
 SPHINXBUILD   ?= sphinx-build
 SOURCEDIR     = source
 BUILDDIR      = build
diff --git a/pixi.lock b/pixi.lock
index 0e4cc2fcf..f7c7f52bc 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -3908,6 +3908,308 @@ environments:
       - conda: .
         build: py313h7813266_0
         subdir: win-64
+  docs:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/attr-2.5.2-h39aace5_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py313h09d1b84_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.10.5-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2025.10.5-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.0.0-py313hf46b229_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cuda-bindings-13.0.3-py313h7033f15_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cuda-core-0.4.1-cuda13_py313h83ce759_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cuda-cudart-13.0.96-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-cudart_linux-64-13.0.96-h376f20c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cuda-nvrtc-13.0.88-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cuda-nvvm-impl-13.0.88-h4bc722e_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-pathfinder-1.3.2-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-python-13.0.3-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-version-13.0-hc7b4dd1_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.21.2-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/imagesize-1.4.1-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1aa0949_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-38_h4a7cf45_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcap-2.76-h0b2e76d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-38_h0358290_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcufile-1.15.1.6-hbc026e6_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.1-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-h767d61c_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcrypt-lib-1.11.1-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.2.0-h69a702a_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-hcd61629_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-h767d61c_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgpg-error-1.55-h3f2d84a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-38_h47877c9_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libnl-3.11.0-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libnvjitlink-13.0.88-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.30-pthreads_h94d23a6_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h8f9b012_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsystemd0-257.9-h996ca69_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libudev1-257.9-h085a93f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.45.1-py313hdd307be_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/make-4.4.1-hb9d3cd8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py313h3dea7bd_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.62.1-py313hd8e3f9f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.4-py313hf6604e3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/numpydoc-1.9.0-pyhe01879c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.4-h26f9b46_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-25.0-pyh29332c3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.1.3-py313h54dd161_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-serializinghtml-1.1.10-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.3.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025b-h78e105d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.5.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.25.0-py313h54dd161_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda
+      - conda: .
+        build: py313h7813266_0
+        subdir: linux-64
+      - pypi: https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/fe/3aed5d0be4d404d12d36ab97e2f1791424d9ca39c2f754a6285d59a3b01d/beautifulsoup4-4.14.2-py3-none-any.whl
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+      - pypi: https://files.pythonhosted.org/packages/e2/0d/8ba33fa83a7dcde13eb3c1c2a0c1cc29950a048bfed6d9b0d8b6bd710b4c/pydata_sphinx_theme-0.16.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/14/a0/bb38d3b76b8cae341dad93a2dd83ab7462e6dbcdd84d43f54ee60a8dc167/soupsieve-2.8-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+      linux-aarch64:
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diff --git a/pixi.toml b/pixi.toml
index 5d6274401..fdc35641d 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -88,6 +88,16 @@ python = "3.12.*"
 [feature.py313.dependencies]
 python = "3.13.*"
 
+[feature.docs.dependencies]
+make = "*"
+psutil = ">=7.1.3"
+sphinx = ">=8.2.3"
+sphinx-rtd-theme = ">=3.0.2"
+numpydoc = ">=1.9.0"
+
+[feature.docs.pypi-dependencies]
+nvidia-sphinx-theme = "*"
+
 [environments]
 # CUDA 12
 cu-12-0-py310 = { features = [
@@ -178,6 +188,8 @@ cu-13-0-py313 = { features = [
     "py313",
 ], solve-group = "cu-13-0-py313" }
 
+docs = { features = ["docs"], solve-group = "docs" }
+
 [target.linux.tasks]
 build-tests = { cmd = [
     "make",
@@ -215,6 +227,9 @@ benchcmp = { cmd = [
     "--benchmark-compare",
 ] }
 
+[target.linux.tasks.build-docs]
+cmd = ["make", "-C", "$PIXI_PROJECT_ROOT/docs", "html"]
+
 [target.linux.tasks.test]
 cmd = ["pytest", "$PIXI_PROJECT_ROOT/testing"]
 env = { NUMBA_CUDA_TEST_BIN_DIR = "$PIXI_PROJECT_ROOT/testing" }