diff --git a/.github/workflows/cleanup-pr-caches.yml b/.github/workflows/cleanup-pr-caches.yml
new file mode 100644
index 00000000000..479f4deb27c
--- /dev/null
+++ b/.github/workflows/cleanup-pr-caches.yml
@@ -0,0 +1,57 @@
+name: Cleanup PR caches
+
+# When a pull request closes (merged or not), delete every GitHub Actions
+# cache entry scoped to its merge ref.  This reclaims the repo's 10 GB
+# cache budget within seconds of close, without adding any overhead to
+# the regular build/test runs.
+#
+# Reference:
+# https://docs.github.com/en/actions/using-workflows/caching-dependencies-to-speed-up-workflows#force-deleting-cache-entries
+
+on:
+  # Use pull_request_target rather than pull_request: GITHUB_TOKEN is
+  # read-only for pull_request events from forks, which would cause every
+  # real-world PR cache delete to return 403.  pull_request_target runs
+  # in the base-repo context with the permissions this workflow requests,
+  # and is safe here because the workflow never checks out or executes
+  # fork-authored code -- it only calls the GitHub API.
+  # https://docs.github.com/en/actions/security-guides/automatic-token-authentication#permissions-for-the-github_token
+  pull_request_target:
+    types: [closed]
+
+jobs:
+  purge-pr-caches:
+    runs-on: ubuntu-latest
+    permissions:
+      actions: write           # required to delete caches
+      contents: read
+    steps:
+      - name: Delete all caches for the closed PR
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          REPO: ${{ github.repository }}
+          PR_NUM: ${{ github.event.pull_request.number }}
+        run: |
+          set -euo pipefail
+          # Sweep both the merge-ref and the head-ref.  Most pull_request
+          # workflows cache against refs/pull/N/merge (github.sha resolves
+          # to the merge commit), but workflows that key on github.head_ref
+          # can write caches to refs/pull/N/head.  Cleaning up both is
+          # belt-and-braces against future workflow additions.
+          total=0
+          for scope in merge head; do
+            ref="refs/pull/${PR_NUM}/${scope}"
+            echo "Purging caches for ${REPO} at ref=${ref}"
+            while read -r id; do
+              [ -z "$id" ] && continue
+              if gh api -X DELETE "repos/${REPO}/actions/caches/${id}" >/dev/null 2>&1; then
+                total=$((total + 1))
+                echo "  deleted cache id=${id} (ref=${ref})"
+              else
+                echo "  WARN: failed to delete cache id=${id} (ref=${ref})"
+              fi
+            done < <(gh api --paginate \
+                       "repos/${REPO}/actions/caches?ref=${ref}&per_page=100" \
+                       --jq '.actions_caches[].id')
+          done
+          echo "Purged ${total} cache entries across merge+head refs."
diff --git a/.github/workflows/cleanup-stale-caches-nightly.yml b/.github/workflows/cleanup-stale-caches-nightly.yml
new file mode 100644
index 00000000000..83c69846313
--- /dev/null
+++ b/.github/workflows/cleanup-stale-caches-nightly.yml
@@ -0,0 +1,84 @@
+name: Cleanup stale caches (nightly sweep)
+
+# Safety net for the cleanup-on-close workflow: once per day, scan the
+# repository's GitHub Actions caches and purge any cache scoped to a
+# pull-request merge ref whose PR has been closed for more than a
+# 3-day grace period.  The grace period lets anyone spot-rerun a
+# just-merged PR before its caches vanish.
+#
+# This catches the edge cases the pull_request:closed trigger misses:
+#   - PRs closed during a cleanup-workflow outage
+#   - caches orphaned when a PR was closed before this workflow existed
+#   - caches stuck on refs/pull/N/merge after branch deletion
+#
+# Reference:
+# https://docs.github.com/en/actions/using-workflows/caching-dependencies-to-speed-up-workflows#force-deleting-cache-entries
+
+on:
+  schedule:
+    - cron: '0 6 * * *'        # 06:00 UTC daily
+  workflow_dispatch:
+
+jobs:
+  sweep:
+    runs-on: ubuntu-latest
+    permissions:
+      actions: write           # required to delete caches
+      pull-requests: read      # required to check PR state
+    steps:
+      - name: Purge caches for PRs closed more than 3 days ago
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          REPO: ${{ github.repository }}
+          GRACE_DAYS: '3'
+        run: |
+          set -euo pipefail
+          CUTOFF=$(date -u -d "${GRACE_DAYS} days ago" +%s)
+          echo "Grace cutoff: PRs closed before $(date -u -d "@${CUTOFF}" --iso-8601=seconds)"
+
+          # Step 1: enumerate every PR-scoped cache (id + pr number).
+          tmpdir=$(mktemp -d)
+          trap 'rm -rf "$tmpdir"' EXIT
+          gh api --paginate \
+            "repos/${REPO}/actions/caches?per_page=100" \
+            --jq '.actions_caches[] |
+                  select(.ref | startswith("refs/pull/")) |
+                  [.id, (.ref | capture("refs/pull/(?<n>[0-9]+)/").n)] |
+                  @tsv' > "${tmpdir}/caches.tsv"
+          total_scanned=$(wc -l < "${tmpdir}/caches.tsv")
+
+          # Step 2: one API call per *distinct* PR (not per cache).
+          awk '{print $2}' "${tmpdir}/caches.tsv" | sort -u > "${tmpdir}/prs.txt"
+          : > "${tmpdir}/prstate.tsv"
+          while read -r pr; do
+            info=$(gh pr view "$pr" --repo "$REPO" \
+                     --json state,closedAt 2>/dev/null || echo '{}')
+            state=$(echo "$info" | jq -r '.state // "UNKNOWN"')
+            closed=$(echo "$info" | jq -r '.closedAt // "null"')
+            printf '%s\t%s\t%s\n' "$pr" "$state" "$closed" >> "${tmpdir}/prstate.tsv"
+          done < "${tmpdir}/prs.txt"
+
+          # Step 3: join caches with PR state and purge those past the grace cutoff.
+          total_purged=0
+          while read -r id pr; do
+            [ -z "$id" ] && continue
+            row=$(awk -v p="$pr" '$1 == p' "${tmpdir}/prstate.tsv")
+            state=$(echo "$row" | cut -f2)
+            closed=$(echo "$row" | cut -f3)
+            if [ "$state" = "OPEN" ] || [ "$closed" = "null" ]; then
+              continue
+            fi
+            closed_ts=$(date -u -d "$closed" +%s 2>/dev/null || echo 0)
+            [ "$closed_ts" -eq 0 ] && continue
+            if [ "$closed_ts" -lt "$CUTOFF" ]; then
+              if gh api -X DELETE "repos/${REPO}/actions/caches/${id}" >/dev/null 2>&1; then
+                total_purged=$((total_purged + 1))
+                echo "  purged cache id=${id} (PR #${pr} ${state} since ${closed})"
+              else
+                echo "  WARN: failed to delete cache id=${id} (PR #${pr})"
+              fi
+            fi
+          done < "${tmpdir}/caches.tsv"
+
+          distinct_prs=$(wc -l < "${tmpdir}/prs.txt")
+          echo "Scanned ${total_scanned} PR-scoped caches across ${distinct_prs} distinct PRs; purged ${total_purged}."
diff --git a/.github/workflows/macos-arm.yml b/.github/workflows/macos-arm.yml
index 7c38823a204..b5b07258127 100644
--- a/.github/workflows/macos-arm.yml
+++ b/.github/workflows/macos-arm.yml
@@ -42,6 +42,25 @@ jobs:
               with:
                   python-version: '3.11'
 
+            - name: Install ccache
+              run: |
+                set -x
+                brew install ccache
+                echo "CCACHE_BASEDIR=${GITHUB_WORKSPACE}" >> "$GITHUB_ENV"
+                echo "CCACHE_COMPILERCHECK=content" >> "$GITHUB_ENV"
+                echo "CCACHE_NOHASHDIR=true" >> "$GITHUB_ENV"
+                echo "CCACHE_SLOPPINESS=pch_defines,time_macros" >> "$GITHUB_ENV"
+                echo "CCACHE_DIR=${{ runner.temp }}/ccache" >> "$GITHUB_ENV"
+                echo "CCACHE_MAXSIZE=5G" >> "$GITHUB_ENV"
+
+            - name: Cache ccache
+              uses: actions/cache@v4
+              with:
+                path: ${{ runner.temp }}/ccache
+                key: ccache-rel54-macosarm-${{ github.run_id }}
+                restore-keys: |
+                  ccache-rel54-macosarm-
+
             - name: Install dependencies
               run: |
                 set -x
@@ -66,6 +85,8 @@ jobs:
                     BUILD_EXAMPLES:BOOL=ON
                     ITK_WRAP_PYTHON:BOOL=OFF
                     ITK_USE_CLANG_FORMAT:BOOL=OFF
+                    CMAKE_C_COMPILER_LAUNCHER:STRING=ccache
+                    CMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache
                 ")
                 include(${{ github.workspace }}/ITK-dashboard/github_actions_dashboard.cmake)
                 EOF
@@ -82,6 +103,10 @@ jobs:
               env:
                 CTEST_OUTPUT_ON_FAILURE: 1
 
+            - name: ccache stats
+              if: always()
+              run: ccache --show-stats
+
     macOS-Python:
         runs-on: macos-14
         timeout-minutes: 0
@@ -97,6 +122,25 @@ jobs:
               with:
                   python-version: '3.11'
 
+            - name: Install ccache
+              run: |
+                set -x
+                brew install ccache
+                echo "CCACHE_BASEDIR=${GITHUB_WORKSPACE}" >> "$GITHUB_ENV"
+                echo "CCACHE_COMPILERCHECK=content" >> "$GITHUB_ENV"
+                echo "CCACHE_NOHASHDIR=true" >> "$GITHUB_ENV"
+                echo "CCACHE_SLOPPINESS=pch_defines,time_macros" >> "$GITHUB_ENV"
+                echo "CCACHE_DIR=${{ runner.temp }}/ccache" >> "$GITHUB_ENV"
+                echo "CCACHE_MAXSIZE=5G" >> "$GITHUB_ENV"
+
+            - name: Cache ccache
+              uses: actions/cache@v4
+              with:
+                path: ${{ runner.temp }}/ccache
+                key: ccache-rel54-macosarm-python-${{ github.run_id }}
+                restore-keys: |
+                  ccache-rel54-macosarm-python-
+
             - name: Install dependencies
               run: |
                 set -x
@@ -122,6 +166,8 @@ jobs:
                     BUILD_EXAMPLES:BOOL=OFF
                     ITK_WRAP_PYTHON:BOOL=ON
                     ITK_USE_CLANG_FORMAT:BOOL=OFF
+                    CMAKE_C_COMPILER_LAUNCHER:STRING=ccache
+                    CMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache
                 ")
                 include(${{ github.workspace }}/ITK-dashboard/github_actions_dashboard.cmake)
                 EOF
@@ -137,3 +183,7 @@ jobs:
                 ctest -S ${{ github.workspace }}/ITK-dashboard/dashboard.cmake -VV -j 4 -E itkPyBufferMemoryLeakTest
               env:
                 CTEST_OUTPUT_ON_FAILURE: 1
+
+            - name: ccache stats
+              if: always()
+              run: ccache --show-stats
diff --git a/.github/workflows/pixi.yml b/.github/workflows/pixi.yml
index 1da84e0bb37..38e12b72df0 100644
--- a/.github/workflows/pixi.yml
+++ b/.github/workflows/pixi.yml
@@ -25,12 +25,18 @@ on:
 
 env:
     ExternalDataVersion: 5.4.5
+    CCACHE_DIR: ${{ github.workspace }}/.ccache
+    CCACHE_BASEDIR: ${{ github.workspace }}
+    CCACHE_COMPILERCHECK: content
+    CCACHE_NOHASHDIR: 'true'
+    CCACHE_SLOPPINESS: pch_defines,time_macros
 
 jobs:
     Pixi-Cxx:
       runs-on: ${{ matrix.os }}
       timeout-minutes: 0
       strategy:
+        fail-fast: false
         matrix:
           os: [ubuntu-22.04, windows-2022, macos-15-intel, macos-14]
       steps:
@@ -53,11 +59,23 @@ jobs:
         - name: Set up Pixi
           uses: prefix-dev/setup-pixi@v0.8.1
 
+        - name: Cache ccache
+          uses: actions/cache@v4
+          with:
+            path: ${{ github.workspace }}/.ccache
+            key: ccache-rel54-${{ matrix.os }}-${{ github.run_id }}
+            restore-keys: |
+              ccache-rel54-${{ matrix.os }}-
+
         - name: Configure
-          run: pixi run configure
+          run: pixi run configure-ci
 
         - name: Build
-          run: pixi run build
+          run: pixi run build-ci
 
         - name: Test
-          run: pixi run test
+          run: pixi run test-ci
+
+        - name: ccache stats
+          if: always()
+          run: pixi run ccache-stats
diff --git a/.github/workflows/populate-externaldata-cache.yml b/.github/workflows/populate-externaldata-cache.yml
new file mode 100644
index 00000000000..8404b6d97cf
--- /dev/null
+++ b/.github/workflows/populate-externaldata-cache.yml
@@ -0,0 +1,102 @@
+name: Populate ExternalData Cache
+
+# Single owner of the shared "externaldata-v1-<hashFiles>" GitHub Actions
+# cache entry. Every other workflow restores this entry but never saves
+# it — see the comments in arm.yml and pixi.yml for the race that a
+# multi-writer design caused.
+#
+# The job prefetches every .cid referenced in the source tree through
+# the same gateway list CMake/ITKExternalData.cmake uses, verifies that
+# all objects landed on disk, and only then saves the cache. If any
+# object is missing the save is skipped so a later run can try again
+# without poisoning the key.
+
+on:
+  # PRs that add or modify .cid references produce a new hashFiles
+  # digest, so the cache needs to be repopulated for that digest.
+  pull_request:
+    paths:
+      - '**/*.cid'
+  # Keep main and release branches' caches populated as new .cid files
+  # land.
+  push:
+    branches:
+      - main
+      - 'release*'
+    paths:
+      - '**/*.cid'
+  # Nightly safety net: if a populate run was skipped because some CIDs
+  # were unreachable on one day, the next night retries.
+  schedule:
+    - cron: '17 5 * * *'
+  workflow_dispatch:
+
+concurrency:
+  # Only one populate job per hashFiles digest makes sense, but we key
+  # the concurrency group on the branch ref since hashFiles requires a
+  # checkout. Mid-flight runs cancel; the final one wins.
+  group: 'externaldata-populate@${{ github.head_ref || github.ref }}'
+  cancel-in-progress: true
+
+permissions:
+  contents: read
+  actions: write  # needed to manage cache entries
+
+jobs:
+  populate:
+    name: Populate shared ExternalData cache
+    runs-on: ubuntu-22.04
+    timeout-minutes: 60
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+        with:
+          fetch-depth: 1
+
+      - name: Restore ExternalData object store
+        id: restore-externaldata
+        uses: actions/cache/restore@v5
+        with:
+          path: ${{ runner.temp }}/ExternalData
+          key: externaldata-v1-${{ hashFiles('**/*.cid') }}
+
+      - name: Skip if cache already complete
+        if: steps.restore-externaldata.outputs.cache-hit == 'true'
+        run: echo "Cache already present for this hashFiles digest - nothing to do."
+
+      - name: Prefetch every CID
+        if: steps.restore-externaldata.outputs.cache-hit != 'true'
+        shell: bash
+        env:
+          EXTERNALDATA_STORE: ${{ runner.temp }}/ExternalData
+        run: |
+          python3 Utilities/Maintenance/PrefetchCIDContentLinks.py \
+            --repo-root . \
+            --store "$EXTERNALDATA_STORE"
+
+      # Integrity gate: refuse to save unless every unique CID in the
+      # source tree has an object on disk. A partial save under the
+      # shared key would propagate holes to every consumer workflow.
+      - name: Verify completeness
+        if: steps.restore-externaldata.outputs.cache-hit != 'true'
+        shell: bash
+        env:
+          EXTERNALDATA_STORE: ${{ runner.temp }}/ExternalData
+        run: |
+          expected=$(find . -name '*.cid' -not -path './.git/*' -print0 \
+                       | xargs -0 -I{} cat {} \
+                       | sort -u | wc -l | tr -d ' ')
+          present=$(find "$EXTERNALDATA_STORE/cid" -type f 2>/dev/null | wc -l | tr -d ' ')
+          echo "expected unique CIDs: $expected"
+          echo "present on disk     : $present"
+          if [ "$present" -lt "$expected" ]; then
+            echo "::error::ExternalData prefetch produced $present/$expected objects; refusing to save a partial cache."
+            exit 1
+          fi
+
+      - name: Save ExternalData object store
+        if: steps.restore-externaldata.outputs.cache-hit != 'true'
+        uses: actions/cache/save@v5
+        with:
+          path: ${{ runner.temp }}/ExternalData
+          key: externaldata-v1-${{ hashFiles('**/*.cid') }}
diff --git a/CMake/itkCCacheSupport.cmake b/CMake/itkCCacheSupport.cmake
new file mode 100644
index 00000000000..b6fee2ffa84
--- /dev/null
+++ b/CMake/itkCCacheSupport.cmake
@@ -0,0 +1,63 @@
+###############################################################################
+# ccache management for building ITK
+if(CMAKE_CXX_COMPILER_LAUNCHER OR CMAKE_C_COMPILER_LAUNCHER)
+  set(_default_ITK_USE_CCACHE ON)
+else()
+  set(_default_ITK_USE_CCACHE OFF)
+endif()
+
+option(
+  ITK_USE_CCACHE
+  "Use ccache to cache swig/castxml/... output and speedup the rebuild."
+  ${_default_ITK_USE_CCACHE}
+)
+unset(_default_ITK_USE_CCACHE)
+mark_as_advanced(ITK_USE_CCACHE)
+if(ITK_USE_CCACHE)
+  find_program(
+    CCACHE_EXECUTABLE
+    NAMES
+      ${CMAKE_C_COMPILER_LAUNCHER}
+      ${CMAKE_CXX_COMPILER_LAUNCHER}
+      ccache
+    DOC "ccache executable is needed for ITK_USE_CCACHE=ON"
+    REQUIRED
+  )
+
+  if(CCACHE_EXECUTABLE)
+    execute_process(
+      COMMAND
+        ${CCACHE_EXECUTABLE} --version
+      OUTPUT_VARIABLE CCACHE_OUTPUT
+      OUTPUT_STRIP_TRAILING_WHITESPACE
+    )
+    string(
+      REGEX
+      MATCH
+      "ccache *version *([0-9]+\\.[0-9]+\\.[0-9]+)"
+      _match
+      "${CCACHE_OUTPUT}"
+    )
+    set(CCACHE_VERSION "${CMAKE_MATCH_1}")
+    message(STATUS "ccache version: ${CCACHE_VERSION} at ${CCACHE_EXECUTABLE}")
+    set(CMAKE_C_COMPILER_LAUNCHER "${CCACHE_EXECUTABLE}")
+    set(CMAKE_CXX_COMPILER_LAUNCHER "${CCACHE_EXECUTABLE}")
+    # ccache hashes absolute source and include paths into the cache key.
+    # ITK developers utilizing ccache often will be using git worktrees
+    # where the absolute paths differ, producing cache misses.
+    # By setting CCACHE_BASEDIR, increased cache hits occur based on
+    # hits relative to the ITK_SOURCE_DIR.
+    set(ENV{CCACHE_BASEDIR} "${ITK_SOURCE_DIR}")
+    message(STATUS "Set CCACHE_BASEDIR = $ENV{CCACHE_BASEDIR}")
+  else()
+    message(FATAL_ERROR "ccache not found, turn off ITK_USE_CCACHE")
+  endif()
+  if(CCACHE_VERSION VERSION_LESS 4.0)
+    # CI actions may use sccache for increased performance, which does not return
+    # a valid CCACHE_VERSION. Provide a STATUS warning instead of outright failure
+    message(
+      STATUS
+      "Only ccache greater than 4.0 is supported, ${CCACHE_VERSION} found."
+    )
+  endif()
+endif()
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 1267b1aae95..ccbbcf90277 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -65,6 +65,7 @@ include(itkSupportMacros)
 # that can be configured as an independent project.
 set(ITK_CONFIG_CMAKE_DIR "${ITK_SOURCE_DIR}/CMake")
 set(ITK_USE_FILE "${ITK_CONFIG_CMAKE_DIR}/UseITK.cmake")
+include(itkCCacheSupport)
 # ITKInternalConfig.cmake is used to handle find_package(ITK) calls. This is useful
 # to remote module examples which are set up as independent projects that can be copied
 # outside of their original project and used without any modification.
diff --git a/Testing/ContinuousIntegration/AzurePipelinesLinux.yml b/Testing/ContinuousIntegration/AzurePipelinesLinux.yml
index fac6de96bd8..40c466985ec 100644
--- a/Testing/ContinuousIntegration/AzurePipelinesLinux.yml
+++ b/Testing/ContinuousIntegration/AzurePipelinesLinux.yml
@@ -26,6 +26,11 @@ pr:
     - Utilities/Maintenance/*
 variables:
   ExternalDataVersion: 5.4.5
+  CCACHE_DIR: $(Pipeline.Workspace)/.ccache
+  CCACHE_BASEDIR: $(Build.SourcesDirectory)
+  CCACHE_COMPILERCHECK: content
+  CCACHE_NOHASHDIR: 'true'
+  CCACHE_SLOPPINESS: pch_defines,time_macros
 jobs:
 - job: Linux
   timeoutInMinutes: 0
@@ -52,10 +57,24 @@ jobs:
         set -x
         sudo pip3 install ninja
         sudo apt-get update
-        sudo apt-get install -y python3-venv
+        sudo apt-get install -y python3-venv ccache
         sudo python3 -m pip install lxml scikit-ci-addons
       displayName: 'Install dependencies'
 
+    - task: Cache@2
+      inputs:
+        key: 'ccache | rel54 | "$(Agent.OS)" | "Linux" | "$(Build.SourceVersion)"'
+        restoreKeys: |
+          ccache | rel54 | "$(Agent.OS)" | "Linux"
+        path: $(CCACHE_DIR)
+      displayName: 'ccache'
+
+    - bash: |
+        set -x
+        ccache --zero-stats
+        ccache --show-config
+      displayName: 'ccache config'
+
     - bash: |
         set -x
         git clone -b dashboard --single-branch https://github.com/InsightSoftwareConsortium/ITK.git ITK-dashboard
@@ -74,6 +93,8 @@ jobs:
           BUILD_SHARED_LIBS:BOOL=OFF
           BUILD_EXAMPLES:BOOL=OFF
           ITK_WRAP_PYTHON:BOOL=OFF
+          CMAKE_C_COMPILER_LAUNCHER:STRING=ccache
+          CMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache
         ")
         set(CTEST_TEST_ARGS EXCLUDE_LABEL BigIO) # Disabled to conserve disk space
         include(\$ENV{AGENT_BUILDDIRECTORY}/ITK-dashboard/azure_dashboard.cmake)
@@ -125,10 +146,24 @@ jobs:
         set -x
         sudo pip3 install ninja
         sudo apt-get update
-        sudo apt-get install -y python3-venv
+        sudo apt-get install -y python3-venv ccache
         sudo python3 -m pip install lxml scikit-ci-addons
       displayName: 'Install dependencies'
 
+    - task: Cache@2
+      inputs:
+        key: 'ccache | rel54 | "$(Agent.OS)" | "LinuxLegacyRemoved" | "$(Build.SourceVersion)"'
+        restoreKeys: |
+          ccache | rel54 | "$(Agent.OS)" | "LinuxLegacyRemoved"
+        path: $(CCACHE_DIR)
+      displayName: 'ccache'
+
+    - bash: |
+        set -x
+        ccache --zero-stats
+        ccache --show-config
+      displayName: 'ccache config'
+
     - bash: |
         set -x
         git clone -b dashboard --single-branch https://github.com/InsightSoftwareConsortium/ITK.git ITK-dashboard
@@ -149,6 +184,8 @@ jobs:
           BUILD_SHARED_LIBS:BOOL=OFF
           BUILD_EXAMPLES:BOOL=OFF
           ITK_WRAP_PYTHON:BOOL=OFF
+          CMAKE_C_COMPILER_LAUNCHER:STRING=ccache
+          CMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache
         ")
         set(CTEST_TEST_ARGS EXCLUDE_LABEL BigIO) # Disabled to conserve disk space
         include(\$ENV{AGENT_BUILDDIRECTORY}/ITK-dashboard/azure_dashboard.cmake)
diff --git a/Testing/ContinuousIntegration/AzurePipelinesLinuxPython.yml b/Testing/ContinuousIntegration/AzurePipelinesLinuxPython.yml
index c71598cd8f6..1bdff35b6f2 100644
--- a/Testing/ContinuousIntegration/AzurePipelinesLinuxPython.yml
+++ b/Testing/ContinuousIntegration/AzurePipelinesLinuxPython.yml
@@ -26,6 +26,11 @@ pr:
     - Utilities/Maintenance/*
 variables:
   ExternalDataVersion: 5.4.5
+  CCACHE_DIR: $(Pipeline.Workspace)/.ccache
+  CCACHE_BASEDIR: $(Build.SourcesDirectory)
+  CCACHE_COMPILERCHECK: content
+  CCACHE_NOHASHDIR: 'true'
+  CCACHE_SLOPPINESS: pch_defines,time_macros
 jobs:
 - job: Linux
   timeoutInMinutes: 0
@@ -50,10 +55,26 @@ jobs:
 
     - bash: |
         set -x
+        sudo apt-get update
+        sudo apt-get install -y ccache
         python3 -m pip install ninja numpy>=1.20 typing-extensions
         python3 -m pip install lxml scikit-ci-addons dask distributed
       displayName: 'Install dependencies'
 
+    - task: Cache@2
+      inputs:
+        key: 'ccache | rel54 | "$(Agent.OS)" | "LinuxPython" | "$(Build.SourceVersion)"'
+        restoreKeys: |
+          ccache | rel54 | "$(Agent.OS)" | "LinuxPython"
+        path: $(CCACHE_DIR)
+      displayName: 'ccache'
+
+    - bash: |
+        set -x
+        ccache --zero-stats
+        ccache --show-config
+      displayName: 'ccache config'
+
     - bash: |
         set -x
 
@@ -79,6 +100,8 @@ jobs:
           BUILD_SHARED_LIBS:BOOL=OFF
           BUILD_EXAMPLES:BOOL=OFF
           ITK_WRAP_PYTHON:BOOL=ON
+          CMAKE_C_COMPILER_LAUNCHER:STRING=ccache
+          CMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache
         ")
         include(\$ENV{AGENT_BUILDDIRECTORY}/ITK-dashboard/azure_dashboard.cmake)
         EOF
diff --git a/Testing/ContinuousIntegration/AzurePipelinesMacOS.yml b/Testing/ContinuousIntegration/AzurePipelinesMacOS.yml
index d4e29ccb224..dd4e65a02b1 100644
--- a/Testing/ContinuousIntegration/AzurePipelinesMacOS.yml
+++ b/Testing/ContinuousIntegration/AzurePipelinesMacOS.yml
@@ -26,6 +26,11 @@ pr:
     - Utilities/Maintenance/*
 variables:
   ExternalDataVersion: 5.4.5
+  CCACHE_DIR: $(Pipeline.Workspace)/.ccache
+  CCACHE_BASEDIR: $(Build.SourcesDirectory)
+  CCACHE_COMPILERCHECK: content
+  CCACHE_NOHASHDIR: 'true'
+  CCACHE_SLOPPINESS: pch_defines,time_macros
 jobs:
 - job: macOS
   timeoutInMinutes: 0
@@ -54,8 +59,23 @@ jobs:
         sudo python3 -m pip install --upgrade setuptools
         sudo python3 -m pip install scikit-ci-addons
         sudo python3 -m pip install lxml
+        brew install ccache
       displayName: Install dependencies
 
+    - task: Cache@2
+      inputs:
+        key: 'ccache | rel54 | "$(Agent.OS)" | "macOS" | "$(Build.SourceVersion)"'
+        restoreKeys: |
+          ccache | rel54 | "$(Agent.OS)" | "macOS"
+        path: $(CCACHE_DIR)
+      displayName: 'ccache'
+
+    - bash: |
+        set -x
+        ccache --zero-stats
+        ccache --show-config
+      displayName: 'ccache config'
+
     - bash: |
         set -x
         git clone -b dashboard --single-branch https://github.com/InsightSoftwareConsortium/ITK.git ITK-dashboard
@@ -74,6 +94,8 @@ jobs:
           BUILD_SHARED_LIBS:BOOL=ON
           BUILD_EXAMPLES:BOOL=ON
           ITK_WRAP_PYTHON:BOOL=OFF
+          CMAKE_C_COMPILER_LAUNCHER:STRING=ccache
+          CMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache
         ")
         include(\$ENV{AGENT_BUILDDIRECTORY}/ITK-dashboard/azure_dashboard.cmake)
         EOF
diff --git a/Testing/ContinuousIntegration/AzurePipelinesMacOSPython.yml b/Testing/ContinuousIntegration/AzurePipelinesMacOSPython.yml
index c56823598f2..b9299215db8 100644
--- a/Testing/ContinuousIntegration/AzurePipelinesMacOSPython.yml
+++ b/Testing/ContinuousIntegration/AzurePipelinesMacOSPython.yml
@@ -26,6 +26,11 @@ pr:
     - Utilities/Maintenance/*
 variables:
   ExternalDataVersion: 5.4.5
+  CCACHE_DIR: $(Pipeline.Workspace)/.ccache
+  CCACHE_BASEDIR: $(Build.SourcesDirectory)
+  CCACHE_COMPILERCHECK: content
+  CCACHE_NOHASHDIR: 'true'
+  CCACHE_SLOPPINESS: pch_defines,time_macros
 jobs:
 - job: macOS
   timeoutInMinutes: 0
@@ -56,8 +61,23 @@ jobs:
         sudo python3 -m pip install --upgrade setuptools
         sudo python3 -m pip install scikit-ci-addons
         sudo python3 -m pip install lxml dask distributed
+        brew install ccache
       displayName: 'Install dependencies'
 
+    - task: Cache@2
+      inputs:
+        key: 'ccache | rel54 | "$(Agent.OS)" | "macOSPython" | "$(Build.SourceVersion)"'
+        restoreKeys: |
+          ccache | rel54 | "$(Agent.OS)" | "macOSPython"
+        path: $(CCACHE_DIR)
+      displayName: 'ccache'
+
+    - bash: |
+        set -x
+        ccache --zero-stats
+        ccache --show-config
+      displayName: 'ccache config'
+
     - bash: |
         set -x
 
@@ -83,6 +103,8 @@ jobs:
           BUILD_SHARED_LIBS:BOOL=OFF
           BUILD_EXAMPLES:BOOL=OFF
           ITK_WRAP_PYTHON:BOOL=ON
+          CMAKE_C_COMPILER_LAUNCHER:STRING=ccache
+          CMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache
         ")
         include(\$ENV{AGENT_BUILDDIRECTORY}/ITK-dashboard/azure_dashboard.cmake)
         EOF
diff --git a/Utilities/Maintenance/PrefetchCIDContentLinks.py b/Utilities/Maintenance/PrefetchCIDContentLinks.py
new file mode 100755
index 00000000000..591344386b2
--- /dev/null
+++ b/Utilities/Maintenance/PrefetchCIDContentLinks.py
@@ -0,0 +1,208 @@
+#!/usr/bin/env python3
+"""Prefetch every CID referenced by a ``.cid`` content link into the
+``ExternalData_OBJECT_STORES`` directory so the GitHub Actions cache entry
+saved after a CI run is complete.
+
+Without this step, only the data for modules selected for compilation (and
+whose tests ran) trigger an ExternalData fetch. Everything else stays out of
+the store, and the next cold boot has to re-download it from the gateways.
+This script walks the whole source tree, reads every ``.cid`` file, and fills
+in any missing object at ``<store>/cid/<cid>`` via the same gateway list used
+by ``CMake/ITKExternalData.cmake``.
+
+Integrity: the IPFS gateways serve content-addressed bytes, so a correctly
+configured gateway cannot return the wrong bytes for a given CID — the CID
+*is* the content hash. CMake's ExternalData verifies the hash again at
+consumer time, so any bad prefetch is self-healing.
+"""
+from __future__ import annotations
+
+import argparse
+import concurrent.futures as cf
+import os
+import subprocess
+import sys
+import time
+from pathlib import Path
+from urllib.parse import urlsplit
+
+# Same ordered list as CMake/ITKExternalData.cmake. The GitHub Pages mirror
+# comes first because it is the lowest-latency bulk-hosted option and does
+# not rate-limit CI.
+GATEWAYS = (
+    "https://insightsoftwareconsortium.github.io/ITKTestingData/CID/{cid}",
+    "https://ipfs.io/ipfs/{cid}",
+    "https://gateway.pinata.cloud/ipfs/{cid}",
+    "https://cloudflare-ipfs.com/ipfs/{cid}",
+    "https://dweb.link/ipfs/{cid}",
+)
+
+PER_URL_TIMEOUT_SECONDS = 60
+MAX_WORKERS_DEFAULT = 16
+
+
+def collect_cids(repo_root: Path) -> dict[str, list[Path]]:
+    """Map each CID found in the repo to the ``.cid`` files that reference it."""
+    cids: dict[str, list[Path]] = {}
+    for p in repo_root.rglob("*.cid"):
+        if ".git" in p.parts:
+            continue
+        try:
+            cid = p.read_text().strip()
+        except OSError as e:
+            print(f"WARN: cannot read {p}: {e}", file=sys.stderr)
+            continue
+        if not cid or any(c.isspace() for c in cid):
+            print(f"WARN: malformed .cid file {p}", file=sys.stderr)
+            continue
+        cids.setdefault(cid, []).append(p)
+    return cids
+
+
+def fetch_one(cid: str, dest: Path) -> tuple[str, str, int]:
+    """Download ``cid`` to ``dest``, trying gateways in order.
+
+    Returns ``(cid, status, bytes_written)`` where status is one of
+    ``ok``, ``skip`` (already present), or ``fail``.
+    """
+    if dest.exists() and dest.stat().st_size > 0:
+        return cid, "skip", dest.stat().st_size
+
+    tmp = dest.with_suffix(dest.suffix + ".part")
+    last_err: str | None = None
+    for tpl in GATEWAYS:
+        url = tpl.format(cid=cid)
+        parts = urlsplit(url)
+        if parts.scheme != "https":
+            last_err = f"refusing non-https URL: {url}"
+            continue
+        # Delegate HTTPS to curl: avoids pulling in third-party HTTP libs
+        # and keeps TLS cert verification entirely in the system stack.
+        cmd = [
+            "curl",
+            "--silent",
+            "--show-error",
+            "--location",
+            "--fail",
+            "--proto",
+            "=https",
+            "--max-time",
+            str(PER_URL_TIMEOUT_SECONDS),
+            "--user-agent",
+            "itk-ci-prefetch/1",
+            "--output",
+            str(tmp),
+            "--",
+            url,
+        ]
+        try:
+            r = subprocess.run(
+                cmd,
+                capture_output=True,
+                check=False,
+                timeout=PER_URL_TIMEOUT_SECONDS + 10,
+            )
+        except subprocess.TimeoutExpired:
+            last_err = f"curl timeout on {url}"
+            continue
+        if r.returncode != 0:
+            last_err = f"curl rc={r.returncode} on {url}: {r.stderr.decode(errors='replace').strip()}"
+            continue
+        try:
+            nbytes = tmp.stat().st_size
+        except OSError as e:
+            last_err = f"{url}: {e}"
+            continue
+        if nbytes == 0:
+            last_err = f"empty body from {url}"
+            continue
+        tmp.replace(dest)
+        return cid, "ok", nbytes
+    if tmp.exists():
+        try:
+            tmp.unlink()
+        except OSError:
+            pass
+    return cid, f"fail: {last_err}", 0
+
+
+def main() -> int:
+    ap = argparse.ArgumentParser(description=__doc__)
+    ap.add_argument(
+        "--repo-root",
+        type=Path,
+        default=Path.cwd(),
+        help="Root of the source tree to scan for .cid files.",
+    )
+    ap.add_argument(
+        "--store",
+        type=Path,
+        default=Path(os.environ.get("ExternalData_OBJECT_STORES", "")),
+        help="ExternalData_OBJECT_STORES directory. Defaults to the env var.",
+    )
+    ap.add_argument(
+        "--jobs",
+        type=int,
+        default=MAX_WORKERS_DEFAULT,
+        help=f"Parallel download workers (default {MAX_WORKERS_DEFAULT}).",
+    )
+    ap.add_argument(
+        "--fail-on-missing",
+        action="store_true",
+        help="Exit non-zero if any CID could not be fetched.",
+    )
+    args = ap.parse_args()
+
+    if not args.store or str(args.store) == ".":
+        print(
+            "ERROR: --store or ExternalData_OBJECT_STORES must be set", file=sys.stderr
+        )
+        return 2
+    cid_dir = args.store / "cid"
+    cid_dir.mkdir(parents=True, exist_ok=True)
+
+    cids = collect_cids(args.repo_root)
+    print(
+        f"==> {len(cids)} unique CIDs referenced by {sum(len(v) for v in cids.values())} .cid files"
+    )
+
+    start = time.monotonic()
+    ok = skip = fail = 0
+    bytes_ok = 0
+    failed: list[str] = []
+    with cf.ThreadPoolExecutor(max_workers=max(1, args.jobs)) as pool:
+        futures = {pool.submit(fetch_one, cid, cid_dir / cid): cid for cid in cids}
+        for i, fut in enumerate(cf.as_completed(futures), 1):
+            cid, status, nbytes = fut.result()
+            if status == "ok":
+                ok += 1
+                bytes_ok += nbytes
+            elif status == "skip":
+                skip += 1
+            else:
+                fail += 1
+                failed.append(f"{cid}: {status}")
+            if i % 500 == 0 or i == len(futures):
+                elapsed = time.monotonic() - start
+                print(
+                    f"  [{i}/{len(futures)}] ok={ok} skip={skip} fail={fail} "
+                    f"downloaded={bytes_ok / 1e6:.1f} MB in {elapsed:.0f}s",
+                    flush=True,
+                )
+
+    elapsed = time.monotonic() - start
+    print(
+        f"==> prefetch done in {elapsed:.0f}s: ok={ok} skip={skip} fail={fail} "
+        f"downloaded={bytes_ok / 1e6:.1f} MB"
+    )
+    if failed:
+        print(f"==> {len(failed)} CID(s) could not be fetched:", file=sys.stderr)
+        for line in failed[:50]:
+            print(f"  {line}", file=sys.stderr)
+        if len(failed) > 50:
+            print(f"  ... and {len(failed) - 50} more", file=sys.stderr)
+    return 1 if (fail and args.fail_on_missing) else 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/pixi.lock b/pixi.lock
index e34f3d35e1d..ee295847b23 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,4 +1,10 @@
-version: 5
+version: 7
+platforms:
+- name: linux-64
+- name: linux-aarch64
+- name: osx-64
+- name: osx-arm64
+- name: win-64
 environments:
   cxx:
     channels:
@@ -7,7 +13,6 @@ environments:
       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/_sysroot_linux-64_curr_repodata_hack-3-h69a702a_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/binutils-2.40-h4852527_7.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.40-ha1999f0_7.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hb3c18ed_2.conda
@@ -15,6 +20,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.33.1-heb4867d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-compiler-1.8.0-h2b85faf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.8.30-hbcca054_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ccache-4.13.6-hedf47ba_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cmake-3.30.3-hf9cb763_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cxx-compiler-1.8.0-h1a2810e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gcc-13.3.0-h9576a4e_1.conda
@@ -23,7 +29,6 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gxx-13.3.0-h9576a4e_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gxx_impl_linux-64-13.3.0-hdbfa832_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gxx_linux-64-13.3.0-h6834431_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-3.10.0-h4a8ded7_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.1-h166bdaf_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-hf3520f5_7.conda
@@ -33,16 +38,15 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.3-h5888daf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-14.1.0-h77fa898_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/libgcc-devel_linux-64-13.3.0-h84ea5a7_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-14.1.0-h69a702a_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-14.1.0-h77fa898_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libhiredis-1.3.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.58.0-h47da74e_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hd590300_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsanitizer-13.3.0-heb74ff8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.46.1-hadc24fc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.0-h0841786_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-14.1.0-hc0a3c3a_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/libstdcxx-devel_linux-64-13.3.0-h84ea5a7_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-14.1.0-h4852527_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuv-1.48.0-hd590300_0.conda
@@ -54,14 +58,18 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.12.7-hc5c86c4_0_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/rhash-1.4.4-hd590300_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.17-h4a8ded7_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2024a-h8827d51_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xxhash-0.8.3-hb47aa4a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_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/_sysroot_linux-64_curr_repodata_hack-3-h69a702a_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-3.10.0-h4a8ded7_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/libgcc-devel_linux-64-13.3.0-h84ea5a7_101.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/libstdcxx-devel_linux-64-13.3.0-h84ea5a7_101.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.17-h4a8ded7_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2024a-h8827d51_1.conda
       linux-aarch64:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/_openmp_mutex-4.5-2_gnu.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/_sysroot_linux-aarch64_curr_repodata_hack-4-h57d6b7b_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/binutils-2.40-hf1166c9_7.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/binutils_impl_linux-aarch64-2.40-hf54a868_7.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/binutils_linux-aarch64-2.40-h1f91aba_2.conda
@@ -69,6 +77,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/c-ares-1.33.1-ha64f414_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/c-compiler-1.8.0-h6561dab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/ca-certificates-2024.8.30-hcefe29a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/ccache-4.13.6-h185addb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/cmake-3.30.3-hbb72600_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/cxx-compiler-1.8.0-heb6c788_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/gcc-13.3.0-h8a56e6e_1.conda
@@ -77,7 +86,6 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/gxx-13.3.0-h8a56e6e_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/gxx_impl_linux-aarch64-13.3.0-h1211b58_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/gxx_linux-aarch64-13.3.0-h2864abd_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-aarch64-4.18.0-h5b4a56d_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/keyutils-1.6.1-h4e544f5_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/krb5-1.21.3-h50a48e9_0.conda
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+  license: LGPL-2.0-or-later AND LGPL-2.0-or-later WITH exceptions AND GPL-2.0-or-later AND MPL-2.0
+  license_family: GPL
+  size: 943486
+  timestamp: 1729794504440
+- conda: https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-aarch64-4.18.0-h05a177a_17.conda
+  sha256: 08276325afbcd6914db7f2512b239920a68eea140740e015ce14bc566000701b
+  md5: d73fa6e291678549f7aa185bc6879563
+  constrains:
+  - sysroot_linux-aarch64 ==2.17
+  license: LGPL-2.0-or-later AND LGPL-2.0-or-later WITH exceptions AND GPL-2.0-or-later AND MPL-2.0
+  license_family: GPL
+  purls: []
+  size: 1115887
+  timestamp: 1727437626654
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+  sha256: 99731884b26d5801c931f6ed4e1d40f0d1b2efc60ab2d1d49e9b3a6508a390df
+  md5: 40ebaa9844bc99af99fc1beaed90b379
+  constrains:
+  - sysroot_linux-aarch64 ==2.17
+  license: LGPL-2.0-or-later AND LGPL-2.0-or-later WITH exceptions AND GPL-2.0-or-later AND MPL-2.0
+  license_family: GPL
+  size: 1113306
+  timestamp: 1729794501866
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-  - libstdcxx-devel_linux-64 13.3.0 h84ea5a7_101
-  - sysroot_linux-64
-  - tzdata
+  - _sysroot_linux-aarch64_curr_repodata_hack 4.*
+  constrains:
+  - sysroot_linux-aarch64 ==2.17
+  license: LGPL-2.0-or-later AND LGPL-2.0-or-later WITH exceptions AND GPL-2.0-or-later AND MPL-2.0
+  license_family: GPL
+  size: 1114753
+  timestamp: 1720621462147
+- conda: https://conda.anaconda.org/conda-forge/noarch/libgcc-devel_linux-64-13.3.0-h84ea5a7_101.conda
+  sha256: 027cfb011328a108bc44f512a2dec6d954db85709e0b79b748c3392f85de0c64
+  md5: 0ce69d40c142915ac9734bc6134e514a
+  depends:
+  - __unix
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
   purls: []
-  size: 13337720
-  timestamp: 1724801455825
-- kind: conda
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-  build: h1211b58_1
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-  md5: 3721f68549df06c2b0664f8933bbf17f
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+  md5: 4729642346d35283ed198d32ecc41206
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-  - libstdcxx-devel_linux-aarch64 13.3.0 h0c07274_101
-  - sysroot_linux-aarch64
-  - tzdata
+  - __unix
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
   purls: []
-  size: 12732645
-  timestamp: 1724802335796
-- kind: conda
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-  - sysroot_linux-64
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-- kind: conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/gxx_linux-64-13.3.0-h6834431_5.conda
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-  md5: 81ddb2db98fbe3031aa7ebbbf8bb3ffd
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+  md5: 29b5a4ed4613fa81a07c21045e3f5bf6
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-  - gcc_linux-64 13.3.0 hc28eda2_5
-  - gxx_impl_linux-64 13.3.0.*
-  - sysroot_linux-64
-  license: BSD-3-Clause
-  license_family: BSD
+  - __unix
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
-  size: 30284
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-- kind: conda
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/gxx_linux-aarch64-13.3.0-h2864abd_2.conda
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-  - sysroot_linux-aarch64
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-- kind: conda
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/gxx_linux-aarch64-13.3.0-h2864abd_5.conda
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-  - gxx_impl_linux-aarch64 13.3.0.*
-  - sysroot_linux-aarch64
-  license: BSD-3-Clause
-  license_family: BSD
+  - __unix
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
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-- kind: conda
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-  version: '75.1'
-  build: h120a0e1_0
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-  url: https://conda.anaconda.org/conda-forge/osx-64/icu-75.1-h120a0e1_0.conda
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-  md5: d68d48a3060eb5abdc1cdc8e2a3a5966
+  size: 12182186
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-- kind: conda
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-  build: hfee45f7_0
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/icu-75.1-hfee45f7_0.conda
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+  - python >=3.8
+  license: Apache-2.0
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+  - python >=3.8
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-- kind: conda
-  name: iniconfig
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+  - colorama
+  - exceptiongroup >=1.0.0rc8
+  - iniconfig
+  - packaging
+  - pluggy <2,>=1.5
+  - python >=3.8
+  - tomli >=1
+  constrains:
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   license: MIT
   license_family: MIT
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-- kind: conda
-  name: intel-openmp
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-- kind: conda
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+  md5: 223fe8a3ff6d5e78484a9d58eb34d055
   depends:
   - _sysroot_linux-64_curr_repodata_hack 3.*
-  constrains:
-  - sysroot_linux-64 ==2.17
+  - kernel-headers_linux-64 3.10.0 h4a8ded7_16
+  - tzdata
   license: LGPL-2.0-or-later AND LGPL-2.0-or-later WITH exceptions AND GPL-2.0-or-later AND MPL-2.0
   license_family: GPL
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-- kind: conda
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+- conda: https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.17-h4a8ded7_17.conda
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+  size: 388453
+  timestamp: 1764777142545
diff --git a/pyproject.toml b/pyproject.toml
index 7b1a3ab93ee..998fa3600b7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,6 +18,7 @@ cxx-compiler = ">=1.7.0,<2"
 ninja = ">=1.12.1,<2"
 
 [tool.pixi.feature.cxx.dependencies]
+ccache = ">=4"
 
 [tool.pixi.feature.python.dependencies]
 pytest = "*"
@@ -86,6 +87,40 @@ cmd = "ctest -j3 --test-dir build-release"
 description = "Test ITK - Release"
 depends-on = ["build-release"]
 
+[tool.pixi.feature.cxx.tasks.configure-ci]
+cmd = '''cmake \
+  -Bbuild \
+  -S. \
+  -GNinja \
+  -DCMAKE_BUILD_TYPE:STRING=Release \
+  -DBUILD_TESTING:BOOL=ON \
+  -DITK_USE_CCACHE:BOOL=ON \
+  -DCMAKE_C_COMPILER_LAUNCHER:STRING=ccache \
+  -DCMAKE_CXX_COMPILER_LAUNCHER:STRING=ccache \
+  -DITK_COMPUTER_MEMORY_SIZE:STRING=5'''
+description = "Configure ITK for CI (with ccache compiler launcher)"
+outputs = ["build/CMakeFiles/"]
+
+[tool.pixi.feature.cxx.tasks.build-external-data-ci]
+cmd = "cmake --build build --target ITKData"
+description = "Fetch ITK ExternalData for CI (fails fast on download errors)"
+depends-on = ["configure-ci"]
+
+[tool.pixi.feature.cxx.tasks.build-ci]
+cmd = "cmake --build build"
+description = "Build ITK for CI"
+outputs = ["build/lib/**"]
+depends-on = ["configure-ci"]
+
+[tool.pixi.feature.cxx.tasks.test-ci]
+cmd = "ctest -j3 --test-dir build"
+description = "Test ITK for CI"
+depends-on = ["build-ci"]
+
+[tool.pixi.feature.cxx.tasks.ccache-stats]
+cmd = "ccache --show-stats"
+description = "Show ccache statistics (runs in the cxx env where ccache is installed)"
+
 [tool.pixi.feature.python.tasks.configure-python]
 cmd = '''cmake
   -Bbuild-python