diff --git a/.github/workflows/big-endian.yml b/.github/workflows/big-endian.yml
index 0119f04ffa..7bf78eacf5 100644
--- a/.github/workflows/big-endian.yml
+++ b/.github/workflows/big-endian.yml
@@ -57,7 +57,10 @@ jobs:
         run: |
           docker run --rm --platform linux/s390x -v "$PWD":/src:ro zarr-big-endian bash -euc '
             cp -r /src /work && cd /work
-            pip install -q --no-deps --no-build-isolation .
+            # Resolve dependencies against pyproject.toml rather than trusting whatever the
+            # image provides, then fail if any installed package falls outside the constraints.
+            pip install -q --no-build-isolation .
+            pip check
             python -c "import sys; assert sys.byteorder == \"big\", sys.byteorder"
             python -m pytest -p no:cacheprovider --hypothesis-profile ci -n auto \
               tests/test_dtype tests/test_dtype_registry.py \
diff --git a/.github/workflows/check_changelogs.yml b/.github/workflows/check_changelogs.yml
index bfc7096edb..b6613c0ed7 100644
--- a/.github/workflows/check_changelogs.yml
+++ b/.github/workflows/check_changelogs.yml
@@ -22,7 +22,7 @@ jobs:
           persist-credentials: false
 
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
 
       - name: Install just
         uses: extractions/setup-crate@7577c1bdf2d95e6d65d532788f35ed79d4b1dda2 # v2.0.1
diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml
index a58ce40a9d..73846ede18 100644
--- a/.github/workflows/codspeed.yml
+++ b/.github/workflows/codspeed.yml
@@ -41,7 +41,7 @@ jobs:
         repo: casey/just
         version: 1.58.0
     - name: Run the benchmarks
-      uses: CodSpeedHQ/action@373d6868929f444bc08d901fd0eb0ad52a8875ea # v5.2.1
+      uses: CodSpeedHQ/action@821a40cd6c80e3cfe387caf55668287addd808da # v5.5.0
       env:
         ZARR_BENCHMARK_CLEAR_CACHE: '1'
       with:
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 3e6b468452..88c0f11577 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -22,7 +22,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
         with:
           persist-credentials: false
-      - uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+      - uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
       - name: Install just
         uses: extractions/setup-crate@7577c1bdf2d95e6d65d532788f35ed79d4b1dda2 # v2.0.1
         with:
diff --git a/.github/workflows/downstream.yml b/.github/workflows/downstream.yml
index 35b06b740c..0972aded63 100644
--- a/.github/workflows/downstream.yml
+++ b/.github/workflows/downstream.yml
@@ -45,7 +45,7 @@ jobs:
           python-version: '3.13'
 
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
 
       - name: Install xarray and test dependencies
         working-directory: xarray
@@ -106,7 +106,7 @@ jobs:
           python-version: '3.13'
 
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
 
       - name: Install numcodecs with test-zarr-main group
         working-directory: numcodecs
diff --git a/.github/workflows/gpu_test.yml b/.github/workflows/gpu_test.yml
index f223e0ca17..86f7add71b 100644
--- a/.github/workflows/gpu_test.yml
+++ b/.github/workflows/gpu_test.yml
@@ -62,7 +62,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
     - name: Install uv
-      uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+      uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
     - name: Install Hatch
       uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60
       with:
diff --git a/.github/workflows/hypothesis.yaml b/.github/workflows/hypothesis.yaml
index eb9b5fb008..b6b67fae29 100644
--- a/.github/workflows/hypothesis.yaml
+++ b/.github/workflows/hypothesis.yaml
@@ -60,7 +60,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
     - name: Install uv
-      uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+      uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
     - name: Install Hatch
       uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60
       with:
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index ed9e95a144..5c64d851c3 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -27,7 +27,7 @@ jobs:
         with:
           python-version: "3.12"
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Install just
diff --git a/.github/workflows/releases.yml b/.github/workflows/releases.yml
index 0865314915..c57e67aa8e 100644
--- a/.github/workflows/releases.yml
+++ b/.github/workflows/releases.yml
@@ -43,7 +43,7 @@ jobs:
           version: '1.16.5'
       - name: Build wheel and sdist
         run: hatch build
-      - uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+      - uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: releases
           path: dist
@@ -53,7 +53,7 @@ jobs:
     needs: [build_artifacts]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: releases
           path: dist
@@ -76,7 +76,7 @@ jobs:
       attestations: write # Required for artifact attestation
       artifact-metadata: write # Required for artifact attestation metadata
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: releases
           path: dist
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index dea37533b2..e8b00543c8 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -66,7 +66,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
     - name: Install uv
-      uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+      uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
     - name: Install Hatch
       run: python -m pip install hatch==1.16.5
     - name: Install just
@@ -119,7 +119,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
     - name: Install uv
-      uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+      uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
     - name: Install Hatch
       run: python -m pip install hatch==1.16.5
     - name: Install just
@@ -158,7 +158,7 @@ jobs:
         python-version: '3.13'
         cache: 'pip'
     - name: Install uv
-      uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+      uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
     - name: Install Hatch
       run: python -m pip install hatch==1.16.5
     - name: Install just
@@ -187,7 +187,7 @@ jobs:
         python-version: '3.13'
         cache: 'pip'
     - name: Install uv
-      uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+      uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
     - name: Install Hatch
       run: python -m pip install hatch==1.16.5
     - name: Install just
diff --git a/.github/workflows/zarr-http-server-release.yml b/.github/workflows/zarr-http-server-release.yml
index 5070c6deb2..bbae0d35b0 100644
--- a/.github/workflows/zarr-http-server-release.yml
+++ b/.github/workflows/zarr-http-server-release.yml
@@ -35,7 +35,7 @@ jobs:
       - name: Build
         run: hatch build
 
-      - uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+      - uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: zarr-http-server-dist
           path: packages/zarr-http-server/dist
@@ -45,13 +45,13 @@ jobs:
     needs: [build]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-http-server-dist
           path: dist
 
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: false
 
@@ -104,7 +104,7 @@ jobs:
       id-token: write          # required for OIDC trusted publishing
       attestations: write      # required for artifact attestations
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-http-server-dist
           path: dist
@@ -129,7 +129,7 @@ jobs:
       id-token: write
       attestations: write
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-http-server-dist
           path: dist
diff --git a/.github/workflows/zarr-http-server.yml b/.github/workflows/zarr-http-server.yml
index f6ffd96cb8..8a74d259b0 100644
--- a/.github/workflows/zarr-http-server.yml
+++ b/.github/workflows/zarr-http-server.yml
@@ -53,7 +53,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Set up Python ${{ matrix.python-version }}
@@ -83,7 +83,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
       - name: Install just
         uses: extractions/setup-crate@7577c1bdf2d95e6d65d532788f35ed79d4b1dda2 # v2.0.1
         with:
@@ -104,7 +104,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Set up Python
@@ -131,7 +131,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Install just
diff --git a/.github/workflows/zarr-indexing-release.yml b/.github/workflows/zarr-indexing-release.yml
index f70f78d157..ba046bd0ce 100644
--- a/.github/workflows/zarr-indexing-release.yml
+++ b/.github/workflows/zarr-indexing-release.yml
@@ -35,7 +35,7 @@ jobs:
       - name: Build
         run: hatch build
 
-      - uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+      - uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: zarr-indexing-dist
           path: packages/zarr-indexing/dist
@@ -45,13 +45,13 @@ jobs:
     needs: [build]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-indexing-dist
           path: dist
 
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: false
 
@@ -104,7 +104,7 @@ jobs:
       id-token: write          # required for OIDC trusted publishing
       attestations: write      # required for artifact attestations
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-indexing-dist
           path: dist
@@ -129,7 +129,7 @@ jobs:
       id-token: write
       attestations: write
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-indexing-dist
           path: dist
diff --git a/.github/workflows/zarr-indexing.yml b/.github/workflows/zarr-indexing.yml
index c44d7446da..a20363a533 100644
--- a/.github/workflows/zarr-indexing.yml
+++ b/.github/workflows/zarr-indexing.yml
@@ -46,7 +46,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Install just
@@ -86,7 +86,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
       - name: Install just
         uses: extractions/setup-crate@7577c1bdf2d95e6d65d532788f35ed79d4b1dda2 # v2.0.1
         with:
@@ -108,7 +108,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Set up Python
@@ -136,7 +136,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Install just
diff --git a/.github/workflows/zarr-metadata-release.yml b/.github/workflows/zarr-metadata-release.yml
index fb97c662f4..a118967fd7 100644
--- a/.github/workflows/zarr-metadata-release.yml
+++ b/.github/workflows/zarr-metadata-release.yml
@@ -35,7 +35,7 @@ jobs:
       - name: Build
         run: hatch build
 
-      - uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+      - uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: zarr-metadata-dist
           path: packages/zarr-metadata/dist
@@ -45,13 +45,13 @@ jobs:
     needs: [build]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-metadata-dist
           path: dist
 
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: false
 
@@ -104,7 +104,7 @@ jobs:
       id-token: write          # required for OIDC trusted publishing
       attestations: write      # required for artifact attestations
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-metadata-dist
           path: dist
@@ -129,7 +129,7 @@ jobs:
       id-token: write
       attestations: write
     steps:
-      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+      - uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: zarr-metadata-dist
           path: dist
diff --git a/.github/workflows/zarr-metadata.yml b/.github/workflows/zarr-metadata.yml
index 16b19181a7..256e712811 100644
--- a/.github/workflows/zarr-metadata.yml
+++ b/.github/workflows/zarr-metadata.yml
@@ -45,7 +45,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Install just
@@ -72,7 +72,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
       - name: Install just
         uses: extractions/setup-crate@7577c1bdf2d95e6d65d532788f35ed79d4b1dda2 # v2.0.1
         with:
@@ -93,7 +93,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Install just
@@ -117,7 +117,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@1c37ad07a6a961277cf70c0d37d6f313000f5884 # v10.3.0
         with:
           enable-cache: true
       - name: Install just
diff --git a/.github/workflows/zizmor.yml b/.github/workflows/zizmor.yml
index 19bdb461ea..ae7dd9d8b2 100644
--- a/.github/workflows/zizmor.yml
+++ b/.github/workflows/zizmor.yml
@@ -32,4 +32,4 @@ jobs:
           persist-credentials: false
 
       - name: Run zizmor
-        uses: zizmorcore/zizmor-action@cc914d7f3750a2d13d75c7f184a1060aa0e9d482 # v0.6.4
+        uses: zizmorcore/zizmor-action@85b2b9fb8e3325e7a23d7d0a9d7ba5ae0f999e3e # v0.7.1
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 872eb2be80..d079f62d5a 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -10,12 +10,27 @@ build:
       # that have their own Read the Docs projects. Exit code 183 cancels the
       # build and reports success to the Git provider. Scoped to PR builds
       # ("external" versions) because origin/main is only a meaningful diff
-      # base there. Read the Docs strips shell quoting from commands, so the
+      # base there. Compare against the merge base (origin/main...HEAD), not
+      # against the tip of main: a two-dot diff also reports everything that
+      # landed on main after the PR branched, which made every PR that was
+      # behind main build every site. The checkout is shallow, so fetch the
+      # full history first; without a merge base the diff fails and the build
+      # runs, which is the safe default. Read the Docs strips shell quoting from commands, so the
       # exclude pathspecs must use the quote-free :! form, not ':(exclude)'.
+      # The diff is taken against the merge base (origin/main...HEAD), not
+      # against the tip of main: a two-dot diff also reports everything that
+      # landed on main after the PR branched, which made every PR that was
+      # behind main build every site. The checkout is shallow, so fetch the
+      # full history first; without a merge base the diff fails and the build
+      # runs, which is the safe default.
       - |
-        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ] && git diff --quiet origin/main -- :!packages/zarr-metadata :!packages/zarr-indexing;
+        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ];
         then
-          exit 183;
+          git fetch --quiet --unshallow origin main pull/$READTHEDOCS_VERSION_NAME/head || true;
+          if git diff --quiet origin/main...HEAD -- :!packages/zarr-metadata :!packages/zarr-indexing :!packages/zarr-http-server;
+          then
+            exit 183;
+          fi
         fi
     install:
       - pip install --upgrade pip
diff --git a/changes/4543.misc.md b/changes/4543.misc.md
new file mode 100644
index 0000000000..54be050e61
--- /dev/null
+++ b/changes/4543.misc.md
@@ -0,0 +1 @@
+Fixed the Read the Docs builds of the zarr-indexing, zarr-metadata and zarr-http-server documentation sites, which failed after an unpinned `pymdown-extensions` release, and made pull request builds of those sites skip when the pull request does not change the package.
diff --git a/changes/4547.misc.md b/changes/4547.misc.md
new file mode 100644
index 0000000000..f98644f479
--- /dev/null
+++ b/changes/4547.misc.md
@@ -0,0 +1 @@
+The big-endian (s390x) CI job now installs zarr with its dependencies resolved against `pyproject.toml` and runs `pip check`, instead of trusting whatever versions the Debian-based test image provides. The image builds a numcodecs that satisfies zarr's constraints from source where Debian's package does not.
diff --git a/changes/4554.misc.md b/changes/4554.misc.md
new file mode 100644
index 0000000000..a5a961b1c1
--- /dev/null
+++ b/changes/4554.misc.md
@@ -0,0 +1 @@
+Removed an unreachable scalar-conversion branch from `zarr.save_array`. Scalars are already rejected by the `NDArrayLike` check that precedes it, and mypy began reporting the branch as unreachable once numpy 2.5.4 annotated `numpy.isscalar` with `TypeIs`. A test now pins the `TypeError` that `zarr.save_array` raises for a scalar.
diff --git a/ci/big-endian/Dockerfile b/ci/big-endian/Dockerfile
index 973ce698be..8c70535fc7 100644
--- a/ci/big-endian/Dockerfile
+++ b/ci/big-endian/Dockerfile
@@ -1,11 +1,20 @@
 # Test image for a big-endian host (s390x, run under QEMU by .github/workflows/big-endian.yml).
-# Debian packages supply numpy and numcodecs, so nothing heavy compiles under emulation;
-# this is also the environment Debian tests zarr in. Debian does not package Google's
-# crc32c library, so it is built here for the google-crc32c C extension.
+#
+# Debian packages are used as a source of prebuilt binaries for s390x, which PyPI does not
+# have, so that numpy and friends do not compile under emulation. They do not define the
+# test environment: zarr's pyproject.toml does. The workflow installs zarr with its
+# dependencies resolved and runs `pip check`, so a Debian package that falls outside the
+# declared constraints fails the job at install time instead of through unrelated-looking
+# test failures. Anything Debian cannot satisfy is built here from source so the compile is
+# cached as an image layer rather than repeated in every job.
+#
+# Debian does not package Google's crc32c library, so it is built here for the
+# google-crc32c C extension.
 FROM debian:sid
 
 RUN apt-get update -qq && apt-get install -y -qq --no-install-recommends \
-        build-essential cmake git python3 python3-dev python3-pip python3-venv \
+        build-essential cmake cython3 git meson ninja-build pkgconf python3 python3-dev \
+        python3-mesonpy python3-pip python3-setuptools-scm python3-venv \
         python3-crc32c python3-donfig python3-fsspec python3-hatch-vcs python3-hatchling \
         python3-hypothesis python3-numcodecs python3-numpy python3-numpydoc python3-packaging \
         python3-pytest python3-pytest-asyncio python3-pytest-benchmark python3-pytest-xdist \
@@ -24,3 +33,9 @@ RUN git clone -q --depth 1 --branch 1.1.2 https://github.com/google/crc32c /tmp/
 RUN python3 -m venv --system-site-packages /venv
 ENV PATH=/venv/bin:$PATH
 RUN pip install -q --no-binary google-crc32c google-crc32c msgspec pytest-accept
+# Debian sid ships numcodecs 0.17.0, which zarr excludes (see pyproject.toml; GHSA-jqc8-qjfv-5m6r),
+# and PyPI has no s390x wheels, so build a satisfying numcodecs from source into the venv, where
+# it shadows the Debian package. Built without isolation so the Debian meson, Cython and numpy
+# are used instead of compiling a build-time numpy under emulation. Remove once Debian ships a
+# version that satisfies zarr's constraint; `pip check` in the workflow will say when it does not.
+RUN pip install -q --no-binary numcodecs --no-build-isolation "numcodecs>=0.16.6,!=0.17.0"
diff --git a/packages/zarr-http-server/.readthedocs.yaml b/packages/zarr-http-server/.readthedocs.yaml
index 09cf295794..4490a0c3e1 100644
--- a/packages/zarr-http-server/.readthedocs.yaml
+++ b/packages/zarr-http-server/.readthedocs.yaml
@@ -15,10 +15,20 @@ build:
       # to PR builds ("external" versions) because origin/main is only a
       # meaningful diff base there. The shared docs config and header script
       # live outside the package directory but change this site too.
+      # The diff is taken against the merge base (origin/main...HEAD), not
+      # against the tip of main: a two-dot diff also reports everything that
+      # landed on main after the PR branched, which made every PR that was
+      # behind main build every site. The checkout is shallow, so fetch the
+      # full history first; without a merge base the diff fails and the build
+      # runs, which is the safe default.
       - |
-        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ] && git diff --quiet origin/main -- packages/zarr-http-server packages/mkdocs-base.yml packages/source-version.js;
+        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ];
         then
-          exit 183;
+          git fetch --quiet --unshallow origin main pull/$READTHEDOCS_VERSION_NAME/head || true;
+          if git diff --quiet origin/main...HEAD -- packages/zarr-http-server packages/mkdocs-base.yml packages/source-version.js;
+          then
+            exit 183;
+          fi
         fi
     install:
       - pip install --upgrade pip
diff --git a/packages/zarr-http-server/pyproject.toml b/packages/zarr-http-server/pyproject.toml
index 1d312cf93f..f7a46eda90 100644
--- a/packages/zarr-http-server/pyproject.toml
+++ b/packages/zarr-http-server/pyproject.toml
@@ -70,6 +70,10 @@ docs = [
     "mkdocs-material==9.7.7",
     "mkdocs==1.6.1",
     "mkdocstrings==1.0.6",
+    # pymdown-extensions 12.3 changed the Highlight extension API; mkdocstrings 1.0.6
+    # cannot drive it (Highlight.__init__() missing argument "md"). Match the
+    # version in the repo-root uv.lock until mkdocstrings is bumped everywhere.
+    "pymdown-extensions==11.0.1",
     "mkdocstrings-python==2.0.8",
     "griffe-inherited-docstrings==1.1.3",
     # mkdocstrings uses ruff to format rendered signatures
diff --git a/packages/zarr-http-server/uv.lock b/packages/zarr-http-server/uv.lock
index 673dc54645..f59e35a235 100644
--- a/packages/zarr-http-server/uv.lock
+++ b/packages/zarr-http-server/uv.lock
@@ -13,7 +13,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.14.3"
+version = "3.14.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -25,90 +25,132 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
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 ]
 
 [[package]]
@@ -2156,6 +2232,7 @@ docs = [
     { name = "mkdocs-material" },
     { name = "mkdocstrings" },
     { name = "mkdocstrings-python" },
+    { name = "pymdown-extensions" },
     { name = "ruff" },
 ]
 examples = [
@@ -2186,6 +2263,7 @@ docs = [
     { name = "mkdocs-material", specifier = "==9.7.7" },
     { name = "mkdocstrings", specifier = "==1.0.6" },
     { name = "mkdocstrings-python", specifier = "==2.0.8" },
+    { name = "pymdown-extensions", specifier = "==11.0.1" },
     { name = "ruff", specifier = "==0.16.8" },
 ]
 examples = [
diff --git a/packages/zarr-indexing/.readthedocs.yaml b/packages/zarr-indexing/.readthedocs.yaml
index 4228d267ca..6577440275 100644
--- a/packages/zarr-indexing/.readthedocs.yaml
+++ b/packages/zarr-indexing/.readthedocs.yaml
@@ -15,10 +15,20 @@ build:
       # to PR builds ("external" versions) because origin/main is only a
       # meaningful diff base there. The shared docs config and header script
       # live outside the package directory but change this site too.
+      # The diff is taken against the merge base (origin/main...HEAD), not
+      # against the tip of main: a two-dot diff also reports everything that
+      # landed on main after the PR branched, which made every PR that was
+      # behind main build every site. The checkout is shallow, so fetch the
+      # full history first; without a merge base the diff fails and the build
+      # runs, which is the safe default.
       - |
-        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ] && git diff --quiet origin/main -- packages/zarr-indexing packages/mkdocs-base.yml packages/source-version.js;
+        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ];
         then
-          exit 183;
+          git fetch --quiet --unshallow origin main pull/$READTHEDOCS_VERSION_NAME/head || true;
+          if git diff --quiet origin/main...HEAD -- packages/zarr-indexing packages/mkdocs-base.yml packages/source-version.js;
+          then
+            exit 183;
+          fi
         fi
     install:
       - pip install --upgrade pip
diff --git a/packages/zarr-indexing/pyproject.toml b/packages/zarr-indexing/pyproject.toml
index da7bee34aa..50a63832ea 100644
--- a/packages/zarr-indexing/pyproject.toml
+++ b/packages/zarr-indexing/pyproject.toml
@@ -61,6 +61,10 @@ docs = [
     "mkdocs-material==9.7.7",
     "mkdocs==1.6.1",
     "mkdocstrings==1.0.6",
+    # pymdown-extensions 12.3 changed the Highlight extension API; mkdocstrings 1.0.6
+    # cannot drive it (Highlight.__init__() missing argument "md"). Match the
+    # version in the repo-root uv.lock until mkdocstrings is bumped everywhere.
+    "pymdown-extensions==11.0.1",
     "mkdocstrings-python==2.0.8",
     "griffe-inherited-docstrings==1.1.3",
     # mkdocstrings uses ruff to format rendered signatures
diff --git a/packages/zarr-indexing/uv.lock b/packages/zarr-indexing/uv.lock
index 1a4a90e2ba..37a98a5694 100644
--- a/packages/zarr-indexing/uv.lock
+++ b/packages/zarr-indexing/uv.lock
@@ -740,6 +740,7 @@ docs = [
     { name = "mkdocs-material" },
     { name = "mkdocstrings" },
     { name = "mkdocstrings-python" },
+    { name = "pymdown-extensions" },
     { name = "ruff" },
 ]
 test = [
@@ -761,6 +762,7 @@ docs = [
     { name = "mkdocs-material", specifier = "==9.7.7" },
     { name = "mkdocstrings", specifier = "==1.0.6" },
     { name = "mkdocstrings-python", specifier = "==2.0.8" },
+    { name = "pymdown-extensions", specifier = "==11.0.1" },
     { name = "ruff", specifier = "==0.16.8" },
 ]
 test = [
diff --git a/packages/zarr-metadata/.readthedocs.yaml b/packages/zarr-metadata/.readthedocs.yaml
index b67e76948c..5e6f993a3e 100644
--- a/packages/zarr-metadata/.readthedocs.yaml
+++ b/packages/zarr-metadata/.readthedocs.yaml
@@ -15,10 +15,20 @@ build:
       # to PR builds ("external" versions) because origin/main is only a
       # meaningful diff base there. The shared docs config and header script
       # live outside the package directory but change this site too.
+      # The diff is taken against the merge base (origin/main...HEAD), not
+      # against the tip of main: a two-dot diff also reports everything that
+      # landed on main after the PR branched, which made every PR that was
+      # behind main build every site. The checkout is shallow, so fetch the
+      # full history first; without a merge base the diff fails and the build
+      # runs, which is the safe default.
       - |
-        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ] && git diff --quiet origin/main -- packages/zarr-metadata packages/mkdocs-base.yml packages/source-version.js;
+        if [ "$READTHEDOCS_VERSION_TYPE" = "external" ];
         then
-          exit 183;
+          git fetch --quiet --unshallow origin main pull/$READTHEDOCS_VERSION_NAME/head || true;
+          if git diff --quiet origin/main...HEAD -- packages/zarr-metadata packages/mkdocs-base.yml packages/source-version.js;
+          then
+            exit 183;
+          fi
         fi
     install:
       - pip install --upgrade pip
diff --git a/packages/zarr-metadata/pyproject.toml b/packages/zarr-metadata/pyproject.toml
index 31d548bf2a..109f5b48df 100644
--- a/packages/zarr-metadata/pyproject.toml
+++ b/packages/zarr-metadata/pyproject.toml
@@ -56,6 +56,10 @@ docs = [
     "mkdocs-material==9.7.7",
     "mkdocs==1.6.1",
     "mkdocstrings==1.0.6",
+    # pymdown-extensions 12.3 changed the Highlight extension API; mkdocstrings 1.0.6
+    # cannot drive it (Highlight.__init__() missing argument "md"). Match the
+    # version in the repo-root uv.lock until mkdocstrings is bumped everywhere.
+    "pymdown-extensions==11.0.1",
     "mkdocstrings-python==2.0.8",
     "griffe-inherited-docstrings==1.1.3",
     # mkdocstrings uses ruff to format rendered signatures
diff --git a/packages/zarr-metadata/uv.lock b/packages/zarr-metadata/uv.lock
index 07ad9a0ebe..52967144b5 100644
--- a/packages/zarr-metadata/uv.lock
+++ b/packages/zarr-metadata/uv.lock
@@ -773,15 +773,15 @@ wheels = [
 
 [[package]]
 name = "pymdown-extensions"
-version = "12.1"
+version = "11.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "markdown" },
     { name = "pyyaml" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/21/a9/5f0c535ba3b08fe09270c16808e053a968868242ecbd5676d4e3a488bf28/pymdown_extensions-11.0.1.tar.gz", hash = "sha256:dd2905ae6fc5b75582fafb139a1266ffc754705efa902aa50067fa7ff4f94ec0", size = 857113, upload-time = "2026-07-02T17:59:22.955Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/36/d1/98313da89960a604402266a115311b510254900ff1295ea426403f9423cc/pymdown_extensions-12.1-py3-none-any.whl", hash = "sha256:4a254b771acfcddc6c110a7f4590d818f1f849e2d5aacf69b4b07c8dd2a9700d", size = 277069, upload-time = "2026-09-23T00:08:40.069Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/54/da572c98c0b77626a91b5d3b89f0231d8bff5125c225420908632f8b342d/pymdown_extensions-11.0.1-py3-none-any.whl", hash = "sha256:db3943a62bab7e03af1364f0c4083e64b91fb097675a4b6cceccfbe9a77e5eb2", size = 269455, upload-time = "2026-07-02T17:59:21.271Z" },
 ]
 
 [[package]]
@@ -1145,6 +1145,7 @@ docs = [
     { name = "mkdocs-material" },
     { name = "mkdocstrings" },
     { name = "mkdocstrings-python" },
+    { name = "pymdown-extensions" },
     { name = "ruff" },
 ]
 test = [
@@ -1164,6 +1165,7 @@ docs = [
     { name = "mkdocs-material", specifier = "==9.7.7" },
     { name = "mkdocstrings", specifier = "==1.0.6" },
     { name = "mkdocstrings-python", specifier = "==2.0.8" },
+    { name = "pymdown-extensions", specifier = "==11.0.1" },
     { name = "ruff", specifier = "==0.16.8" },
 ]
 test = [
diff --git a/pyproject.toml b/pyproject.toml
index c68450474e..e6323ce2ba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -121,7 +121,7 @@ test = [
     "pytest-benchmark==5.3.0",
     "pytest-codspeed==5.0.3",
     "tomlkit==0.15.1",
-    "uv==0.12.21",
+    "uv==0.13.4",
 ]
 remote-tests = [
     {include-group = "test"},
diff --git a/src/zarr/api/asynchronous.py b/src/zarr/api/asynchronous.py
index 39e7cdd9d4..7b77c9e07f 100644
--- a/src/zarr/api/asynchronous.py
+++ b/src/zarr/api/asynchronous.py
@@ -533,8 +533,6 @@ async def save_array(
 
     mode = kwargs.pop("mode", "a")
     store_path = await make_store_path(store, path=path, mode=mode, storage_options=storage_options)
-    if np.isscalar(arr):
-        arr = np.array(arr)
     shape = arr.shape
     chunks = getattr(arr, "chunks", None)  # for array-likes with chunks attribute
     overwrite = kwargs.pop("overwrite", None) or _infer_overwrite(mode)
diff --git a/tests/test_api.py b/tests/test_api.py
index f874bd45b7..e0ff7dcf49 100644
--- a/tests/test_api.py
+++ b/tests/test_api.py
@@ -844,6 +844,12 @@ def test_save_errors() -> None:
         zarr.save("data/example.zarr", a, mode="w")
 
 
+def test_save_array_rejects_scalar() -> None:
+    # numpy scalars lack __len__ and __setitem__, so they fail the NDArrayLike check
+    with pytest.raises(TypeError, match="arr argument must be numpy or other NDArrayLike array"):
+        save_array("data/example.zarr", np.float64(1.0))  # type: ignore[arg-type]
+
+
 def test_save_storage_options_is_not_an_array(tmp_path: Path) -> None:
     # `storage_options` is an option of `save`, not one of the arrays to save, so a
     # single array still lands as an array and not as a group holding `arr_0`.
diff --git a/uv.lock b/uv.lock
index b14033c5b4..ffeff19fa7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -35,7 +35,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.14.3"
+version = "3.14.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -47,90 +47,132 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
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 [[package]]
@@ -3810,7 +3869,7 @@ dev = [
     { name = "tomlkit", specifier = "==0.15.1" },
     { name = "towncrier", specifier = "==26.9.0" },
     { name = "universal-pathlib" },
-    { name = "uv", specifier = "==0.12.21" },
+    { name = "uv", specifier = "==0.13.4" },
 ]
 docs = [
     { name = "astroid", specifier = "==4.3.3" },
@@ -3848,7 +3907,7 @@ remote-tests = [
     { name = "requests", specifier = "==2.34.2" },
     { name = "s3fs", specifier = ">=2023.10.0" },
     { name = "tomlkit", specifier = "==0.15.1" },
-    { name = "uv", specifier = "==0.12.21" },
+    { name = "uv", specifier = "==0.13.4" },
 ]
 test = [
     { name = "coverage", specifier = "==7.16.2" },
@@ -3863,5 +3922,5 @@ test = [
     { name = "pytest-reportlog", specifier = "==1.0.0" },
     { name = "pytest-xdist", specifier = "==3.8.0" },
     { name = "tomlkit", specifier = "==0.15.1" },
-    { name = "uv", specifier = "==0.12.21" },
+    { name = "uv", specifier = "==0.13.4" },
 ]