diff --git a/.github/workflows/ci-pixi-lockfile-freshness-check.yml b/.github/workflows/ci-pixi-lockfile-freshness-check.yml
new file mode 100644
index 00000000000..d7f9d265c9d
--- /dev/null
+++ b/.github/workflows/ci-pixi-lockfile-freshness-check.yml
@@ -0,0 +1,119 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+#
+# SPDX-License-Identifier: Apache-2.0
+
+# Fails when a committed pixi.lock is out of date with its pixi.toml, or when
+# its bytes are not what the pinned pixi version generates.
+# Remediation for both: regenerate and commit the lockfile with that pixi
+# version, e.g.
+#   pixi lock --manifest-path <path>
+# See #2298.
+
+name: "CI: pixi lockfile freshness check"
+
+concurrency:
+  # Keyed on the event as well as the ref so a manual dispatch and a push to
+  # the same branch do not cancel each other.
+  group: ${{ github.workflow }}-${{ github.ref }}-${{ github.event_name }}
+  cancel-in-progress: true
+
+on:
+  pull_request:
+    # `pyproject.toml` is a lockfile input too: the manifests consume sibling
+    # packages (including cuda_python_test_helpers) as path dependencies, so
+    # their metadata can stale a lock without any pixi.toml edit. Matched by
+    # glob rather than by name so the filter cannot drift as packages move.
+    paths: &lockfile_inputs
+      - "**/pixi.toml"
+      - "**/pixi.lock"
+      - "**/pyproject.toml"
+      - "ci/tools/list_pixi_workspaces.py"
+      - ".github/workflows/ci-pixi-lockfile-freshness-check.yml"
+  push:
+    # `pull_request` already covers PRs, including those from forks: this check
+    # needs no secrets or GPU runner. Watching copy-pr-bot's `pull-request/N`
+    # mirror too would run the whole matrix a second time per PR.
+    branches:
+      - "main"
+    paths: *lockfile_inputs
+  workflow_dispatch: {}
+
+defaults:
+  run:
+    shell: bash --noprofile --norc -xeuo pipefail {0}
+
+env:
+  # Keep in sync with ci-pixi-source-test.yml. Must be >=0.71.0 so the
+  # committed lockfile format (v7) matches what this job checks against.
+  PIXI_VERSION: "v0.73.0"
+
+permissions: {}
+
+jobs:
+  # The workspace list is derived from the committed manifests so this matrix
+  # cannot silently skip a newly added workspace (#2298).
+  plan:
+    name: Discover pixi workspaces
+    if: ${{ github.repository_owner == 'nvidia' }}
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+    outputs:
+      matrix: ${{ steps.discover.outputs.matrix }}
+    steps:
+      - name: Checkout ${{ github.event.repository.name }}
+        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
+        with:
+          fetch-depth: 1
+          persist-credentials: false
+
+      - name: Discover workspaces
+        id: discover
+        run: |
+          workspaces="$(python3 ci/tools/list_pixi_workspaces.py)"
+          echo "matrix=$(jq -c '{include: .}' <<<"${workspaces}")" >> "${GITHUB_OUTPUT}"
+
+  lockfile-fresh:
+    name: "pixi lock --check (${{ matrix.manifest }})"
+    needs: plan
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+    strategy:
+      fail-fast: false
+      matrix: ${{ fromJSON(needs.plan.outputs.matrix) }}
+    steps:
+      - name: Checkout ${{ github.event.repository.name }}
+        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
+        with:
+          fetch-depth: 1
+          persist-credentials: false
+
+      - name: Setup pixi
+        # Pinned to a commit SHA; install logic lives in the action and is
+        # auditable/pinned (vs. a curl|bash of an unverified installer).
+        uses: prefix-dev/setup-pixi@5185adfbffb4bd703da3010310260805d89ebb11 # v0.9.6
+        with:
+          pixi-version: ${{ env.PIXI_VERSION }}
+          run-install: false
+
+      - name: Check lockfile is current with its manifest
+        run: |
+          if ! pixi lock --check --manifest-path "${{ matrix.manifest }}"; then
+            echo "::error::Lockfile is stale for '${{ matrix.manifest }}'. Regenerate with: pixi lock --manifest-path ${{ matrix.manifest }}"
+            exit 1
+          fi
+
+      # `pixi lock --check` exits 0 on a semantically current lock even when it
+      # rewrites the file into the pinned version's canonical form (lockfile
+      # format upgrades, platform alias renames). Without this guard that drift
+      # is invisible: the check prints "Updated lock file" and still passes,
+      # while every later pixi run keeps rewriting the committed file (#2298).
+      - name: Check lockfile is byte-for-byte canonical
+        run: |
+          if ! git diff --exit-code -- "${{ matrix.lockfile }}"; then
+            echo "::error::pixi ${PIXI_VERSION} rewrote ${{ matrix.lockfile }} during the check, so the committed bytes are not what it generates. Regenerate with pixi ${PIXI_VERSION}: pixi lock --manifest-path ${{ matrix.manifest }}"
+            exit 1
+          fi
diff --git a/.github/workflows/ci-pixi-lockfile-refresh.yml b/.github/workflows/ci-pixi-lockfile-refresh.yml
new file mode 100644
index 00000000000..2ee774cbf1b
--- /dev/null
+++ b/.github/workflows/ci-pixi-lockfile-refresh.yml
@@ -0,0 +1,177 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+#
+# SPDX-License-Identifier: Apache-2.0
+
+# Scheduled (and on-demand) pixi lockfile refresh. Each workspace gets its own
+# PR so a benchmark or docs environment cannot drag unrelated package churn
+# into review. See #2298.
+
+name: "CI: pixi lockfile refresh"
+
+on:
+  schedule:
+    # Monday 03:17 Eastern. GitHub handles the DST offset for the IANA zone,
+    # and a non-zero minute avoids the start-of-hour window where GitHub
+    # documents scheduled runs being delayed or dropped.
+    - cron: "17 3 * * 1"
+      timezone: "America/New_York"
+  workflow_dispatch:
+    inputs:
+      package:
+        description: >
+          Pixi workspace id to refresh, or "all". Valid ids come from
+          ci/tools/list_pixi_workspaces.py; an unknown id fails the run.
+        type: string
+        default: all
+
+defaults:
+  run:
+    shell: bash --noprofile --norc -xeuo pipefail {0}
+
+env:
+  # Keep in sync with ci-pixi-source-test.yml.
+  PIXI_VERSION: "v0.73.0"
+
+permissions: {}
+
+jobs:
+  # Job-level `if` cannot use `matrix` (evaluated before expansion), and the
+  # workspace list must not drift from the committed manifests, so resolve the
+  # requested workspaces here and pass them to refresh as a dynamic matrix.
+  plan:
+    name: Select workspaces
+    if: ${{ github.repository_owner == 'nvidia' }}
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+    outputs:
+      matrix: ${{ steps.select.outputs.matrix }}
+    steps:
+      - name: Checkout ${{ github.event.repository.name }}
+        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
+        with:
+          fetch-depth: 1
+          persist-credentials: false
+
+      - name: Select workspaces to refresh
+        id: select
+        env:
+          PACKAGE: ${{ inputs.package || 'all' }}
+        run: |
+          workspaces="$(python3 ci/tools/list_pixi_workspaces.py --select "${PACKAGE}")"
+          echo "matrix=$(jq -c '{include: .}' <<<"${workspaces}")" >> "${GITHUB_OUTPUT}"
+
+  refresh:
+    name: "pixi update (${{ matrix.id }})"
+    needs: plan
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      contents: write
+      pull-requests: write
+    concurrency:
+      group: pixi-lock-refresh-${{ matrix.id }}
+      cancel-in-progress: false
+    strategy:
+      fail-fast: false
+      matrix: ${{ fromJSON(needs.plan.outputs.matrix) }}
+    steps:
+      - name: Checkout ${{ github.event.repository.name }}
+        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
+        with:
+          fetch-depth: 0
+          ref: ${{ github.event.repository.default_branch }}
+
+      # GitHub suppresses workflow-triggering events for pushes and PRs made
+      # with GITHUB_TOKEN, so a refresh PR opened with the default token cannot
+      # reach a green required-check state on its own. An App token restores
+      # normal event delivery; without one the PR needs a manual nudge, which
+      # the PR body and a run warning spell out.
+      - name: Mint App token for the refresh PR
+        id: app-token
+        if: ${{ vars.PIXI_LOCK_REFRESH_APP_ID != '' }}
+        uses: actions/create-github-app-token@fee1f7d63c2ff003460e3d139729b119787bc349 # v2.2.2
+        with:
+          app-id: ${{ vars.PIXI_LOCK_REFRESH_APP_ID }}
+          private-key: ${{ secrets.PIXI_LOCK_REFRESH_APP_PRIVATE_KEY }}
+
+      - name: Setup pixi
+        # Pinned to a commit SHA; install logic lives in the action and is
+        # auditable/pinned (vs. a curl|bash of an unverified installer).
+        uses: prefix-dev/setup-pixi@5185adfbffb4bd703da3010310260805d89ebb11 # v0.9.6
+        with:
+          pixi-version: ${{ env.PIXI_VERSION }}
+          run-install: false
+
+      - name: Update lockfile without installing
+        run: pixi update --no-install --manifest-path "${{ matrix.manifest }}"
+
+      - name: Compose PR body
+        id: pr-body
+        env:
+          WORKSPACE_ID: ${{ matrix.id }}
+          MANIFEST: ${{ matrix.manifest }}
+          HAS_APP_TOKEN: ${{ steps.app-token.outputs.token != '' }}
+        run: |
+          body_path="${RUNNER_TEMP}/pixi-lock-refresh-body.md"
+          {
+            echo "Automated lockfile refresh for \`${WORKSPACE_ID}\`" \
+              "(\`pixi update --no-install --manifest-path ${MANIFEST}\`)."
+            echo
+            echo "This PR is workspace-scoped so other packages are not forced to review"
+            echo "unrelated solver churn. See #2298."
+            echo
+            if [ "${HAS_APP_TOKEN}" != "true" ]; then
+              echo "> [!IMPORTANT]"
+              echo "> No refresh App token is configured, so this PR was opened with"
+              echo "> \`GITHUB_TOKEN\` and GitHub will not deliver its \`pull_request\` events."
+              echo "> Required checks stay pending until a maintainer nudges the branch, by"
+              echo "> closing and reopening the PR or pushing an empty commit to it."
+              echo
+            fi
+            echo "If the diff looks wrong, close this PR and leave the branch deleted; the"
+            echo "next scheduled run opens a fresh one if an update is still needed."
+          } > "${body_path}"
+          echo "path=${body_path}" >> "${GITHUB_OUTPUT}"
+
+          if [ "${HAS_APP_TOKEN}" != "true" ]; then
+            echo "::warning::Opened with GITHUB_TOKEN; the refresh PR's checks must be triggered manually."
+          fi
+
+      - name: Open or update a lockfile-only PR
+        id: cpr
+        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
+        with:
+          token: ${{ steps.app-token.outputs.token || github.token }}
+          add-paths: ${{ matrix.lockfile }}
+          commit-message: |
+            chore: refresh pixi.lock for ${{ matrix.id }}
+
+            Scheduled pixi update --no-install for this workspace only.
+          signoff: true
+          sign-commits: true
+          branch: ci/pixi-lock-refresh/${{ matrix.id }}
+          delete-branch: true
+          title: "chore: refresh pixi.lock (${{ matrix.id }})"
+          labels: |
+            CI/CD
+            dependencies
+          body-path: ${{ steps.pr-body.outputs.path }}
+          author: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
+          committer: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
+
+      - name: Summarize
+        run: |
+          {
+            echo "### pixi lock refresh (${{ matrix.id }})"
+            echo ""
+            echo "- Manifest: \`${{ matrix.manifest }}\`"
+            echo "- Lockfile: \`${{ matrix.lockfile }}\`"
+            echo "- Operation: \`${{ steps.cpr.outputs.pull-request-operation }}\`"
+            if [ -n "${{ steps.cpr.outputs.pull-request-url }}" ]; then
+              echo "- PR: ${{ steps.cpr.outputs.pull-request-url }}"
+            else
+              echo "- No lockfile diff; PR not opened."
+            fi
+          } >> "$GITHUB_STEP_SUMMARY"
diff --git a/.github/workflows/ci-pixi-source-test.yml b/.github/workflows/ci-pixi-source-test.yml
index 1fa0261c02b..1dd12dd3980 100644
--- a/.github/workflows/ci-pixi-source-test.yml
+++ b/.github/workflows/ci-pixi-source-test.yml
@@ -38,6 +38,9 @@ on:
     paths:
       - "**/pixi.toml"
       - "**/pixi.lock"
+      # Path-dependency metadata (including cuda_python_test_helpers) feeds the
+      # solve, so it can break the source build without a pixi.toml edit.
+      - "**/pyproject.toml"
       - "cuda_bindings/build_hooks.py"
       - "cuda_core/build_hooks.py"
       - "cuda_bindings/cuda/bindings/**" # generated bindings sources
@@ -61,7 +64,13 @@ env:
   # older pixi re-ran the editable source build on every `pixi run`, recompiling
   # all Cython extensions (#2138). The fix (content-addressed source-build cache,
   # prefix-dev/pixi#6285 + #6123) also bumps the pixi.lock format to v7.
+  # Keep in sync with ci-pixi-lockfile-refresh.yml and
+  # ci-pixi-lockfile-freshness-check.yml.
   PIXI_VERSION: "v0.73.0"
+  # Install from the committed lockfile only. Covers nested `pixi run` calls
+  # from root pixi.toml tasks; a stale lock must fail rather than being
+  # refreshed in CI (#2298). Equivalent to `pixi run --locked`.
+  PIXI_LOCKED: "true"
 
 jobs:
   # ── PR guard: CPU-only build + import + placement smoke ──
@@ -84,7 +93,7 @@ jobs:
       - name: Setup pixi
         # Pinned to a commit SHA; install logic lives in the action and is
         # auditable/pinned (vs. a curl|bash of an unverified installer).
-        uses: prefix-dev/setup-pixi@d3f436a425481402e6a95a1d1fc10331c708cd9e # v0.10.2
+        uses: prefix-dev/setup-pixi@5185adfbffb4bd703da3010310260805d89ebb11 # v0.9.6
         with:
           pixi-version: ${{ env.PIXI_VERSION }}
           run-install: false
@@ -145,7 +154,7 @@ jobs:
       - name: Setup pixi
         # Pinned to a commit SHA; install logic lives in the action and is
         # auditable/pinned (vs. a curl|bash of an unverified installer).
-        uses: prefix-dev/setup-pixi@d3f436a425481402e6a95a1d1fc10331c708cd9e # v0.10.2
+        uses: prefix-dev/setup-pixi@5185adfbffb4bd703da3010310260805d89ebb11 # v0.9.6
         with:
           pixi-version: ${{ env.PIXI_VERSION }}
           run-install: false
@@ -210,7 +219,7 @@ jobs:
       - name: Setup pixi
         # Pinned to a commit SHA; install logic lives in the action and is
         # auditable/pinned (vs. a curl|bash of an unverified installer).
-        uses: prefix-dev/setup-pixi@d3f436a425481402e6a95a1d1fc10331c708cd9e # v0.10.2
+        uses: prefix-dev/setup-pixi@5185adfbffb4bd703da3010310260805d89ebb11 # v0.9.6
         with:
           pixi-version: ${{ env.PIXI_VERSION }}
           run-install: false
diff --git a/.github/workflows/ci-workflow-health.yml b/.github/workflows/ci-workflow-health.yml
index 0a17564b20f..a6072e96524 100644
--- a/.github/workflows/ci-workflow-health.yml
+++ b/.github/workflows/ci-workflow-health.yml
@@ -13,6 +13,8 @@ on:
       - "CI: Coverage"
       - "CI: Nightly optional-deps"
       - "CI: pixi run test (source build)"
+      - "CI: pixi lockfile refresh"
+      - "CI: pixi lockfile freshness check"
       - "Security Suite (Pulse + CodeQL)"
       - "Static Analysis: Bandit Scan"
     types:
diff --git a/.github/workflows/pr-metadata-check.yml b/.github/workflows/pr-metadata-check.yml
index 62110dcd93b..076d0d47e3b 100644
--- a/.github/workflows/pr-metadata-check.yml
+++ b/.github/workflows/pr-metadata-check.yml
@@ -32,7 +32,11 @@ jobs:
           PR_NUMBER: ${{ github.event.pull_request.number }}
           GH_REPO: ${{ github.repository }}
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          IS_BOT: ${{ github.actor == 'dependabot[bot]' || github.actor == 'pre-commit-ci[bot]' || github.actor == 'copy-pr-bot[bot]' }}
+          # Keyed on the PR author, not the actor: a maintainer labelling a bot
+          # PR re-triggers this workflow as themselves. Any bot author is
+          # exempt because none of them can set an assignee or milestone
+          # (e.g. the App identity used by the pixi lockfile refresh).
+          IS_BOT: ${{ github.event.pull_request.user.type == 'Bot' || github.actor == 'dependabot[bot]' || github.actor == 'pre-commit-ci[bot]' || github.actor == 'copy-pr-bot[bot]' || github.actor == 'github-actions[bot]' }}
           IS_DRAFT: ${{ github.event.pull_request.draft }}
         run: |
           if [ "$IS_BOT" = "true" ] || [ "$IS_DRAFT" = "true" ]; then
diff --git a/.gitignore b/.gitignore
index 91c3b74a105..b8eaa5ca208 100644
--- a/.gitignore
+++ b/.gitignore
@@ -176,8 +176,10 @@ cython_debug/
 # Dont ignore
 !.github/actions/build/
 # pixi environments
-.pixi/*
-!.pixi/config.toml
+# Per-workspace commands such as `pixi lock --manifest-path cuda_bindings`
+# create a .pixi/ next to that manifest, so match at any depth.
+**/.pixi/*
+!**/.pixi/config.toml
 
 # Cursor
 .cursorrules
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 7474ac4d840..0061809a946 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -26,6 +26,7 @@ Thank you for your interest in contributing to CUDA Python! Based on the type of
   - [Type stubs for cuda.core](#type-stubs-for-cudacore)
   - [Pre-commit](#pre-commit)
     - [Pre-commit on Windows](#pre-commit-on-windows)
+  - [Pixi lockfiles](#pixi-lockfiles)
   - [Signing Your Work](#signing-your-work)
   - [Code signing](#code-signing)
   - [Developer Certificate of Origin (DCO)](#developer-certificate-of-origin-dco)
@@ -179,6 +180,60 @@ commit` workflow.  To resolve this, you can either:
 2. Skip it by setting the environment variable `SKIP` to `lychee`.  This would
    be `$env:SKIP = "lychee"` in PowerShell or `set SKIP=lychee` in cmd.
 
+## Pixi lockfiles
+
+The repository checks in a `pixi.lock` next to each `pixi.toml`. Those lockfiles
+pin the solved dependency graph used by local pixi workflows and by CI, so they
+must stay in sync with their manifests and easy to review.
+
+Contributor expectations:
+
+- If a PR changes a `pixi.toml`, update the corresponding `pixi.lock` in the
+  same PR. Regenerating one lockfile:
+
+  ```console
+  $ pixi lock --manifest-path cuda_core
+  ```
+
+  Use `--manifest-path .` for the repository-root environment. Regenerate with
+  the pixi version CI pins in `PIXI_VERSION` (see
+  `.github/workflows/ci-pixi-source-test.yml`): different pixi versions write
+  different canonical forms, such as the `pixi.lock` format version or the
+  generated platform alias names, and CI requires the committed bytes to match
+  what the pinned version produces.
+- If a PR does not intentionally change pixi dependencies or metadata, do not
+  include unrelated lockfile churn. `pixi run` can refresh a stale lockfile
+  implicitly; revert that noise unless the refresh is the point of the change.
+- If a lockfile changes, the PR description should briefly say why.
+- Isolate large dependency refreshes from feature work when possible. Prefer a
+  dedicated lockfile-only PR over mixing solver churn into an unrelated change.
+
+CI enforces the contract: `pixi lock --check` fails when a committed lockfile is
+stale, and pixi source-build jobs run with `PIXI_LOCKED=true` so they install from
+the committed lock rather than updating it during the job. If either check
+fails, regenerate and commit the affected lockfile.
+
+The freshness check additionally fails when the check itself rewrote a lockfile.
+`pixi lock --check` accepts a lock whose solution is current but whose bytes are
+not canonical for the pinned pixi version, quietly normalizing the file instead,
+which leaves every later pixi run rewriting the committed lockfile.
+
+A scheduled workflow (`CI: pixi lockfile refresh`)
+runs `pixi update --no-install` per workspace and opens a dedicated PR when that
+lockfile changes, so broad dependency churn is reviewed as maintenance rather
+than landing inside unrelated feature work. The workflow can also be dispatched
+manually for one workspace or for all of them. Its dispatch input and every
+lockfile CI matrix resolve through `ci/tools/list_pixi_workspaces.py`, which
+derives the workspace list from the committed manifests, so a newly added
+workspace is picked up without editing any workflow.
+
+Those refresh PRs need an App token to pick up CI on their own: GitHub does not
+deliver workflow-triggering events for branches pushed with `GITHUB_TOKEN`. Set
+the `PIXI_LOCK_REFRESH_APP_ID` variable and `PIXI_LOCK_REFRESH_APP_PRIVATE_KEY`
+secret to enable that path. Until they are set, the workflow says so in the PR
+body and in a run warning, and required checks stay pending until a maintainer
+closes and reopens the PR or pushes to its branch.
+
 ## Secret Scanning
 
 The `secret-scan-trufflehog` pre-commit hook scans staged files and installs TruffleHog into its own environment on first run, on Linux, macOS, and Windows. If it flags a secret, remove it before committing, or contact a maintainer if it's a false positive. Secrets are also scanned server-side in CI.
diff --git a/benchmarks/cuda_core/pixi.lock b/benchmarks/cuda_core/pixi.lock
index 7df6ff2092b..4cda778b118 100644
--- a/benchmarks/cuda_core/pixi.lock
+++ b/benchmarks/cuda_core/pixi.lock
@@ -76,7 +76,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.4.22-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cfgv-3.5.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-cudart_linux-64-13.3.29-h376f20c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-pathfinder-1.5.6-pyhc364b38_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-pathfinder-1.8.1-pyhc364b38_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-version-13.3-hcbadf70_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/distlib-0.4.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.29.0-pyhd8ed1ab_0.conda
@@ -94,7 +94,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/virtualenv-21.3.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.1-pyhcf101f3_0.conda
-      - conda_source: cuda-core[77fd68c4] @ ../../cuda_core
+      - conda_source: cuda-core[7d81c9f9] @ ../../cuda_core
   wheel:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
@@ -1330,6 +1330,18 @@ packages:
   run_exports: {}
   size: 45350
   timestamp: 1782782777927
+- conda: https://conda.anaconda.org/conda-forge/noarch/cuda-pathfinder-1.8.1-pyhc364b38_0.conda
+  sha256: f4fa56e00f4077adb794a1e27e28aa6c70ffc7d61fc5cddcd458eaab856319e2
+  md5: 45716133412f5e899d2d23a3c88f563f
+  depends:
+  - python >=3.10
+  - cuda-version >=12.0,<14
+  - python
+  license: Apache-2.0
+  license_family: APACHE
+  run_exports: {}
+  size: 53370
+  timestamp: 1788375531780
 - conda: https://conda.anaconda.org/conda-forge/noarch/cuda-version-13.1-h2ff5cdb_3.conda
   sha256: 176ac20fdb95611af8fb2bf0d3d16fee998019b1d0f12fc9ddd5fa0df4553992
   md5: d85448460c25ee43ff2f8346bb9ad52b
@@ -1639,7 +1651,7 @@ packages:
   license_family: MIT
   size: 24461
   timestamp: 1776131454755
-- conda_source: cuda-core[77fd68c4] @ ../../cuda_core
+- conda_source: cuda-core[7d81c9f9] @ ../../cuda_core
   variants:
     c_stdlib: sysroot
     c_stdlib_version: '2.28'
@@ -1657,8 +1669,8 @@ packages:
   - libstdcxx >=15
   - __glibc >=2.28,<3.0.a0
   - python_abi 3.14.* *_cp314
-  - cuda-cudart >=13.3.29,<14.0a0
   - cuda-nvrtc >=13.3.33,<14.0a0
+  - cuda-cudart >=13.3.29,<14.0a0
   license: Apache-2.0
   build_packages:
   - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
diff --git a/ci/tools/list_pixi_workspaces.py b/ci/tools/list_pixi_workspaces.py
new file mode 100644
index 00000000000..78930266ac7
--- /dev/null
+++ b/ci/tools/list_pixi_workspaces.py
@@ -0,0 +1,99 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+"""List the checked-in pixi workspaces as JSON.
+
+Single source of truth for the pixi lockfile CI workflows, so their job
+matrices cannot drift from the manifests actually committed to the repository
+(see #2298). Each workspace is reported as an object with:
+
+  id        stable name used for job names and refresh branches ("root" for
+            the top-level workspace, otherwise the directory path)
+  manifest  --manifest-path argument for pixi
+  lockfile  path of the committed lockfile
+
+Every manifest must have a sibling lockfile; a missing one is an error rather
+than a silently skipped workspace.
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import subprocess
+import sys
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[2]
+ROOT_WORKSPACE_ID = "root"
+ALL = "all"
+
+
+def discover() -> list[dict[str, str]]:
+    """Return every tracked pixi workspace, ordered by manifest path."""
+    tracked = subprocess.run(  # noqa: S603 - argv is passed directly without a shell.
+        ["git", "-C", str(ROOT), "ls-files", "-z", "pixi.toml", "*/pixi.toml"],  # noqa: S607
+        capture_output=True,
+        check=True,
+        text=True,
+    ).stdout
+    # Root workspace first, then nested ones by path, so job names and matrix
+    # order stay stable as workspaces are added.
+    manifests = sorted((path for path in tracked.split("\0") if path), key=lambda p: (p != "pixi.toml", p))
+    if not manifests:
+        raise RuntimeError(f"no tracked pixi.toml found under {ROOT}")
+
+    workspaces: list[dict[str, str]] = []
+    missing: list[str] = []
+    for manifest in manifests:
+        directory = str(Path(manifest).parent.as_posix())
+        lockfile = "pixi.lock" if directory == "." else f"{directory}/pixi.lock"
+        if not (ROOT / lockfile).is_file():
+            missing.append(f"{manifest} has no committed {lockfile}")
+            continue
+        workspaces.append(
+            {
+                "id": ROOT_WORKSPACE_ID if directory == "." else directory,
+                "manifest": directory,
+                "lockfile": lockfile,
+            }
+        )
+
+    if missing:
+        raise RuntimeError("incomplete pixi workspaces:\n  - " + "\n  - ".join(missing))
+    return workspaces
+
+
+def main() -> int:
+    """Print the workspace inventory, optionally narrowed to one workspace."""
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument(
+        "--select",
+        default=ALL,
+        help=f"workspace id to keep, or {ALL!r} (the default) for every workspace",
+    )
+    args = parser.parse_args()
+
+    try:
+        workspaces = discover()
+    except (RuntimeError, subprocess.CalledProcessError) as exc:
+        print(f"error: {exc}", file=sys.stderr)
+        return 2
+
+    if args.select != ALL:
+        selected = [w for w in workspaces if w["id"] == args.select]
+        if not selected:
+            valid = ", ".join([ALL, *(w["id"] for w in workspaces)])
+            print(
+                f"error: unknown pixi workspace {args.select!r}; expected one of: {valid}",
+                file=sys.stderr,
+            )
+            return 1
+        workspaces = selected
+
+    print(json.dumps(workspaces))
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/ci/tools/tests/test_list_pixi_workspaces.py b/ci/tools/tests/test_list_pixi_workspaces.py
new file mode 100644
index 00000000000..4e88e9d7aba
--- /dev/null
+++ b/ci/tools/tests/test_list_pixi_workspaces.py
@@ -0,0 +1,109 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+from __future__ import annotations
+
+import json
+import subprocess
+import sys
+from pathlib import Path
+
+import pytest
+
+sys.path.insert(0, str(Path(__file__).parent.parent))
+import list_pixi_workspaces
+
+
+def _make_repo(root: Path, manifests: list[str], *, lockfiles: list[str] | None = None) -> None:
+    """Create a git repo tracking the given pixi manifests and their lockfiles."""
+    if lockfiles is None:
+        lockfiles = [str(Path(m).parent / "pixi.lock") for m in manifests]
+    subprocess.run(["git", "init", "-q", str(root)], check=True)  # noqa: S603,S607
+    for rel in [*manifests, *lockfiles]:
+        path = root / rel
+        path.parent.mkdir(parents=True, exist_ok=True)
+        path.write_text("", encoding="utf-8")
+    subprocess.run(["git", "-C", str(root), "add", "-A"], check=True)  # noqa: S603,S607
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_discover_this_repo():
+    workspaces = list_pixi_workspaces.discover()
+    by_id = {w["id"]: w for w in workspaces}
+    assert by_id["root"] == {"id": "root", "manifest": ".", "lockfile": "pixi.lock"}
+    for workspace in workspaces:
+        assert (list_pixi_workspaces.ROOT / workspace["manifest"] / "pixi.toml").is_file()
+        assert (list_pixi_workspaces.ROOT / workspace["lockfile"]).is_file()
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_discover_reports_root_and_nested(tmp_path, monkeypatch):
+    _make_repo(tmp_path, ["pixi.toml", "cuda_core/pixi.toml", "benchmarks/cuda_core/pixi.toml"])
+    monkeypatch.setattr(list_pixi_workspaces, "ROOT", tmp_path)
+    assert list_pixi_workspaces.discover() == [
+        {"id": "root", "manifest": ".", "lockfile": "pixi.lock"},
+        {
+            "id": "benchmarks/cuda_core",
+            "manifest": "benchmarks/cuda_core",
+            "lockfile": "benchmarks/cuda_core/pixi.lock",
+        },
+        {"id": "cuda_core", "manifest": "cuda_core", "lockfile": "cuda_core/pixi.lock"},
+    ]
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_discover_ignores_untracked_manifest(tmp_path, monkeypatch):
+    _make_repo(tmp_path, ["pixi.toml"])
+    (tmp_path / "scratch").mkdir()
+    (tmp_path / "scratch" / "pixi.toml").write_text("", encoding="utf-8")
+    (tmp_path / "scratch" / "pixi.lock").write_text("", encoding="utf-8")
+    monkeypatch.setattr(list_pixi_workspaces, "ROOT", tmp_path)
+    assert [w["id"] for w in list_pixi_workspaces.discover()] == ["root"]
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_discover_rejects_manifest_without_lockfile(tmp_path, monkeypatch):
+    _make_repo(tmp_path, ["pixi.toml", "cuda_core/pixi.toml"], lockfiles=["pixi.lock"])
+    monkeypatch.setattr(list_pixi_workspaces, "ROOT", tmp_path)
+    with pytest.raises(RuntimeError, match=r"cuda_core/pixi.toml has no committed cuda_core/pixi.lock"):
+        list_pixi_workspaces.discover()
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_discover_rejects_repo_without_manifests(tmp_path, monkeypatch):
+    _make_repo(tmp_path, [], lockfiles=[])
+    monkeypatch.setattr(list_pixi_workspaces, "ROOT", tmp_path)
+    with pytest.raises(RuntimeError, match="no tracked pixi.toml"):
+        list_pixi_workspaces.discover()
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_main_selects_one_workspace(tmp_path, monkeypatch, capsys):
+    _make_repo(tmp_path, ["pixi.toml", "cuda_core/pixi.toml"])
+    monkeypatch.setattr(list_pixi_workspaces, "ROOT", tmp_path)
+    monkeypatch.setattr(sys, "argv", ["list_pixi_workspaces.py", "--select", "cuda_core"])
+    assert list_pixi_workspaces.main() == 0
+    assert json.loads(capsys.readouterr().out) == [
+        {"id": "cuda_core", "manifest": "cuda_core", "lockfile": "cuda_core/pixi.lock"}
+    ]
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_main_rejects_unknown_workspace(tmp_path, monkeypatch, capsys):
+    _make_repo(tmp_path, ["pixi.toml", "cuda_core/pixi.toml"])
+    monkeypatch.setattr(list_pixi_workspaces, "ROOT", tmp_path)
+    monkeypatch.setattr(sys, "argv", ["list_pixi_workspaces.py", "--select", "cuda_kore"])
+    assert list_pixi_workspaces.main() == 1
+    captured = capsys.readouterr()
+    assert captured.out == ""
+    assert "unknown pixi workspace 'cuda_kore'" in captured.err
+    assert "expected one of: all, root, cuda_core" in captured.err
+
+
+@pytest.mark.agent_authored(model="claude-opus-5")
+def test_main_defaults_to_every_workspace(tmp_path, monkeypatch, capsys):
+    _make_repo(tmp_path, ["pixi.toml", "cuda_core/pixi.toml"])
+    monkeypatch.setattr(list_pixi_workspaces, "ROOT", tmp_path)
+    monkeypatch.setattr(sys, "argv", ["list_pixi_workspaces.py"])
+    assert list_pixi_workspaces.main() == 0
+    assert [w["id"] for w in json.loads(capsys.readouterr().out)] == ["root", "cuda_core"]
diff --git a/pixi.lock b/pixi.lock
index 73cfe5fcffc..45afc2f8fd9 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,15 +1,29 @@
-version: 6
+version: 7
+platforms:
+- name: linux-64
+  virtual-packages:
+  - __unix=0=0
+  - __linux=4.18
+  - __glibc=2.28
+  - __archspec=0=x86_64
+- name: linux-aarch64
+  virtual-packages:
+  - __unix=0=0
+  - __linux=4.18
+  - __glibc=2.28
+  - __archspec=0=aarch64
+- name: win-64
+  virtual-packages:
+  - __win=10.0
+  - __archspec=0=x86_64
 environments:
   cu12:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.46.1-default_hbd61a6d_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.1-hecca717_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
@@ -23,16 +37,16 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.6-hdb14827_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.3-h35e630c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.6-habeac84_100_cp314.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.22-h462bb3b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd70dff1_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       linux-aarch64:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/bzip2-1.0.8-h4777abc_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/icu-78.3-hcab7f73_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/ld_impl_linux-aarch64-2.46.1-default_h1979696_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libexpat-2.8.1-hfae3067_1.conda
@@ -48,15 +62,18 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/ncurses-6.6-hf8d1292_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/openssl-3.6.3-h546c87b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.14.6-hc679e19_100_cp314.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/readline-8.3-hb682ff5_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/ruff-0.15.22-hd82de44_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/tk-8.6.13-noxft_h5cf4473_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.7-h85ac4a6_6.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       win-64:
-      - conda: https://conda.anaconda.org/conda-forge/win-64/bzip2-1.0.8-h0ad9c76_9.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-h4c7d964_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/bzip2-1.0.8-h0ad9c76_9.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libexpat-2.8.1-hac47afa_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libffi-3.5.2-h3d046cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/liblzma-5.8.3-hfd05255_0.conda
@@ -65,10 +82,8 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/libzlib-1.3.2-hfd05255_2.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/openssl-3.6.3-hf411b9b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/python-3.14.6-h4b44e0e_100_cp314.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/ruff-0.15.22-h6b72154_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/tk-8.6.13-h967ab96_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/ucrt-10.0.26100.0-h57928b3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/vc-14.5-h1b7c187_39.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/vc14_runtime-14.51.36231-h1b9f54f_39.conda
@@ -77,13 +92,10 @@ environments:
   cu13:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.46.1-default_hbd61a6d_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.1-hecca717_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
@@ -97,16 +109,16 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.6-hdb14827_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.3-h35e630c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.6-habeac84_100_cp314.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.22-h462bb3b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd70dff1_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       linux-aarch64:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/bzip2-1.0.8-h4777abc_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
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