diff --git a/.github/workflows/linux.yml b/.github/workflows/linux.yml
index 549b62b297..c1d6a2ecb6 100644
--- a/.github/workflows/linux.yml
+++ b/.github/workflows/linux.yml
@@ -1,4 +1,4 @@
-name: Linux Tests
+name: Tests
 
 on: [ push, pull_request ]
 
@@ -13,11 +13,16 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  gcc_x86_64_linux:
-    name: GCC X86_64 Linux
-    runs-on: ubuntu-22.04
+  tests:
+    name: ${{ matrix.environment }} ${{ matrix.runs-on }}
+    runs-on: ${{ matrix.runs-on }}
     env:
       XSREF_TABLES_PATH: "${{ github.workspace }}/xsref/tables"
+    strategy:
+      fail-fast: false
+      matrix:
+        environment: [tests-ci]
+        runs-on: [ubuntu-latest, macos-latest]
 
     steps:
       - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
@@ -25,8 +30,6 @@ jobs:
         with:
           pixi-version: v0.44.0
           cache: true
+          environments: ${{ matrix.environment }}
       - name: Run tests
-        run: |
-          pixi run configure-tests
-          pixi run build-only -j2
-          pixi run tests -j2    
+        run: pixi run --environment=tests-ci tests-ci
diff --git a/README.md b/README.md
index 83a9595eee..051ec9c938 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # xsf
-Special function implementations
+Special function implementations.
+
+See https://github.com/scipy/xsf/issues/1 for context.
 
 ## Tests
 
@@ -9,16 +11,19 @@ To run the tests:
 - [install Pixi](https://pixi.sh/latest/#installation)
 - `pixi run tests`
 
-For subsequent test runs, you can skip re-cloning [`xsref`](https://github.com/scipy/xsref) with:
+You can trigger a rebuild inbetween test runs with:
 
 ```shell
-pixi run --skip-deps tests
+pixi run build-tests
 ```
 
-You can trigger a rebuild inbetween test runs with:
+For subsequent test runs, to skip re-cloning [`xsref`](https://github.com/scipy/xsref) or to control parallelism for individual commands, you can use:
 
 ```shell
-pixi run build-tests
+pixi run clone-xsf
+pixi run configure-tests
+pixi run build-only -j8
+pixi run --skip-deps tests -j2
 ```
 
 > [!NOTE]  
diff --git a/pixi.lock b/pixi.lock
index 15f09f7838..1af5089bf9 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,6 +1,378 @@
 version: 6
 environments:
   default:
+    channels:
+    - url: https://prefix.dev/conda-forge/
+    packages:
+      linux-64:
+      - conda: https://prefix.dev/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://prefix.dev/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-auth-0.8.7-h7743f02_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-cal-0.8.7-h7d555fd_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-common-0.12.1-hb9d3cd8_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-compression-0.3.1-hcbd9e4e_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-event-stream-0.5.4-h286e7e7_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-http-0.9.5-hbca0721_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-io-0.17.0-ha855f32_8.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-mqtt-0.12.2-hffac463_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-s3-0.7.13-h4c9fe3b_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-sdkutils-0.2.3-hcbd9e4e_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-checksums-0.2.3-hcbd9e4e_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-crt-cpp-0.31.1-h46b750d_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-sdk-cpp-1.11.510-h1fa5cb7_4.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/azure-core-cpp-1.14.0-h5cfcd09_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/azure-identity-cpp-1.10.0-h113e628_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/azure-storage-blobs-cpp-12.13.0-h3cf044e_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/azure-storage-common-cpp-12.8.0-h736e048_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/azure-storage-files-datalake-cpp-12.12.0-ha633028_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/binutils-2.43-h4852527_4.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/binutils_impl_linux-64-2.43-h4bf12b8_4.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/binutils_linux-64-2.43-h4852527_4.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/c-ares-1.34.4-hb9d3cd8_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/c-compiler-1.9.0-h2b85faf_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ca-certificates-2025.1.31-hbcca054_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/catch2-3.8.0-h84d6215_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/cmake-3.31.6-h74e3db0_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/cxx-compiler-1.9.0-h1a2810e_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/gcc-13.3.0-h9576a4e_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/gcc_impl_linux-64-13.3.0-h1e990d8_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/gcc_linux-64-13.3.0-hc28eda2_8.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/gflags-2.2.2-h5888daf_1005.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/glog-0.7.1-hbabe93e_0.conda
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+      - conda: https://prefix.dev/conda-forge/linux-64/gxx_linux-64-13.3.0-h6834431_8.conda
+      - conda: https://prefix.dev/conda-forge/noarch/kernel-headers_linux-64-3.10.0-he073ed8_18.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/keyutils-1.6.1-h166bdaf_0.tar.bz2
+      - conda: https://prefix.dev/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ld_impl_linux-64-2.43-h712a8e2_4.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libabseil-20250127.1-cxx17_hbbce691_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-19.0.1-h052fb8e_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-acero-19.0.1-hcb10f89_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-all-19.0.1-ha3c9709_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-dataset-19.0.1-hcb10f89_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-flight-19.0.1-hba9a014_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-flight-sql-19.0.1-h1bed206_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-gandiva-19.0.1-h8debca8_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-substrait-19.0.1-h1bed206_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libbrotlicommon-1.1.0-hb9d3cd8_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libbrotlidec-1.1.0-hb9d3cd8_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libbrotlienc-1.1.0-hb9d3cd8_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2
+      - conda: https://prefix.dev/conda-forge/linux-64/libcurl-8.13.0-h332b0f4_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libev-4.33-hd590300_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libevent-2.1.12-hf998b51_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libexpat-2.7.0-h5888daf_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgcc-14.2.0-h767d61c_2.conda
+      - conda: https://prefix.dev/conda-forge/noarch/libgcc-devel_linux-64-13.3.0-hc03c837_102.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgcc-ng-14.2.0-h69a702a_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgomp-14.2.0-h767d61c_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgoogle-cloud-2.36.0-hc4361e1_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgoogle-cloud-storage-2.36.0-h0121fbd_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgrpc-1.71.0-he753a82_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libiconv-1.18-h4ce23a2_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libllvm18-18.1.8-ha7bfdaf_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libnghttp2-1.64.0-h161d5f1_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libopentelemetry-cpp-1.19.0-hd1b1c89_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libopentelemetry-cpp-headers-1.19.0-ha770c72_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libparquet-19.0.1-h081d1f1_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libprotobuf-5.29.3-h501fc15_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libre2-11-2024.07.02-hba17884_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libsanitizer-13.3.0-he8ea267_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libssh2-1.11.1-hf672d98_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libstdcxx-14.2.0-h8f9b012_2.conda
+      - conda: https://prefix.dev/conda-forge/noarch/libstdcxx-devel_linux-64-13.3.0-hc03c837_102.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libstdcxx-ng-14.2.0-h4852527_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libthrift-0.21.0-h0e7cc3e_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libutf8proc-2.10.0-h4c51ac1_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libuv-1.50.0-hb9d3cd8_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libxml2-2.13.7-h81593ed_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/make-4.4.1-hb9d3cd8_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/nlohmann_json-3.11.3-he02047a_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/openssl-3.4.1-h7b32b05_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/orc-2.1.1-h17f744e_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/prometheus-cpp-1.3.0-ha5d0236_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/re2-2024.07.02-h9925aae_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/rhash-1.4.5-hb9d3cd8_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/s2n-1.5.15-hd830067_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/snappy-1.2.1-h8bd8927_1.conda
+      - conda: https://prefix.dev/conda-forge/noarch/sysroot_linux-64-2.17-h0157908_18.conda
+      - conda: https://prefix.dev/conda-forge/noarch/tzdata-2025b-h78e105d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/zlib-1.3.1-hb9d3cd8_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda
+      osx-64:
+      - conda: https://prefix.dev/conda-forge/osx-64/aws-c-auth-0.8.7-he59c91b_1.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/aws-c-cal-0.8.7-h91d212f_1.conda
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+      - conda: https://prefix.dev/conda-forge/osx-64/aws-c-compression-0.3.1-h9988e47_3.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/aws-c-event-stream-0.5.4-h8941ec8_3.conda
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+      - conda: https://prefix.dev/conda-forge/osx-64/aws-c-io-0.17.0-h61e5591_8.conda
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-  timestamp: 1742512322014
-- conda: https://prefix.dev/conda-forge/osx-arm64/ld64_osx-arm64-951.9-hb6b49e2_4.conda
-  sha256: 0376873d88573688168b5b7618391dd68fa0b309ddce7fa77c5f9037ada7cf66
-  md5: d01a78a16542f235dd755ca66772795e
+  size: 1097752
+  timestamp: 1743797769508
+- conda: https://prefix.dev/conda-forge/osx-arm64/ld64_osx-arm64-951.9-hb6b49e2_5.conda
+  sha256: 079c7b7c0d7c471a994347fae8942e99daf6304a5641fd93b72ccfb456df93bf
+  md5: 46aea639885e48fcfcb04df957fc79b4
   depends:
   - __osx >=11.0
   - libcxx
@@ -2231,13 +2591,13 @@ packages:
   - tapi >=1300.6.5,<1301.0a0
   constrains:
   - ld 951.9.*
-  - clang >=18.1.8,<19.0a0
   - cctools 1010.6.*
   - cctools_osx-arm64 1010.6.*
+  - clang >=18.1.8,<19.0a0
   license: APSL-2.0
   license_family: Other
-  size: 1019138
-  timestamp: 1742512519169
+  size: 1021347
+  timestamp: 1743797871524
 - conda: https://prefix.dev/conda-forge/linux-64/ld_impl_linux-64-2.43-h712a8e2_4.conda
   sha256: db73f38155d901a610b2320525b9dd3b31e4949215c870685fd92ea61b5ce472
   md5: 01f8d123c96816249efd255a31ad7712
@@ -3772,7 +4132,7 @@ packages:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
   - libstdcxx >=13
-  - libxml2 >=2.13.5,<3.0a0
+  - libxml2 >=2.13.5,<2.14.0a0
   - libzlib >=1.3.1,<2.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: Apache-2.0 WITH LLVM-exception
@@ -3785,7 +4145,7 @@ packages:
   depends:
   - __osx >=10.13
   - libcxx >=18
-  - libxml2 >=2.13.5,<3.0a0
+  - libxml2 >=2.13.5,<2.14.0a0
   - libzlib >=1.3.1,<2.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: Apache-2.0 WITH LLVM-exception
@@ -3798,7 +4158,7 @@ packages:
   depends:
   - __osx >=11.0
   - libcxx >=18
-  - libxml2 >=2.13.5,<3.0a0
+  - libxml2 >=2.13.5,<2.14.0a0
   - libzlib >=1.3.1,<2.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: Apache-2.0 WITH LLVM-exception
@@ -4362,47 +4722,48 @@ packages:
   license: MIT AND BSD-3-Clause-Clear
   size: 35794
   timestamp: 1737099561703
-- conda: https://prefix.dev/conda-forge/linux-64/libxml2-2.14.0-h8d12d68_0.conda
-  sha256: dbcd43a773ee40976a9a647014d485ae2ccec9d3f90538dcd77c077a7000d170
-  md5: 216f67f6854b14054021b1a79515d657
+- conda: https://prefix.dev/conda-forge/linux-64/libxml2-2.13.7-h81593ed_1.conda
+  sha256: c4f59563e017eba378ea843be5ebde4b0546c72bbe4c1e43b2b384379e827635
+  md5: 0619e8fc4c8025a908ea3a3422d3b775
   depends:
   - __glibc >=2.17,<3.0.a0
-  - icu >=75.1,<76.0a0
   - libgcc >=13
   - libiconv >=1.18,<2.0a0
-  - liblzma >=5.6.4,<6.0a0
+  - liblzma >=5.8.1,<6.0a0
   - libzlib >=1.3.1,<2.0a0
+  constrains:
+  - icu <0.0a0
   license: MIT
   license_family: MIT
-  size: 660091
-  timestamp: 1743771085816
-- conda: https://prefix.dev/conda-forge/osx-64/libxml2-2.14.0-he8ee3e7_0.conda
-  sha256: 778e742422656a69a86d75f95da7d18bb4238caec86ed2da41c17ef98e8d3ed9
-  md5: 6684bede5bc812bd7f5e80e5bac581f2
+  size: 691042
+  timestamp: 1743794600936
+- conda: https://prefix.dev/conda-forge/osx-64/libxml2-2.13.7-h3fbc333_1.conda
+  sha256: dae592aabf11a43825b120488f16bbcb5ccee50784d38a1f9b3331e5ade12014
+  md5: 6a67750efde2951397979b9999c00b4f
   depends:
   - __osx >=10.13
   - libiconv >=1.18,<2.0a0
-  - liblzma >=5.6.4,<6.0a0
+  - liblzma >=5.8.1,<6.0a0
   - libzlib >=1.3.1,<2.0a0
   constrains:
   - icu <0.0a0
   license: MIT
   license_family: MIT
-  size: 591674
-  timestamp: 1743771237588
-- conda: https://prefix.dev/conda-forge/osx-arm64/libxml2-2.14.0-h178c5d8_0.conda
-  sha256: efee42564a8b3e5077d805f9aa6779aededa4f773b33d5baa9132dbb91d6372e
-  md5: 724823cce387493f5c8ad42206a06019
+  size: 609029
+  timestamp: 1743794760872
+- conda: https://prefix.dev/conda-forge/osx-arm64/libxml2-2.13.7-h52572c6_1.conda
+  sha256: 7afd5879a72e37f44a68b4af3e03f37fc1a310f041bf31fad2461d9a157e823b
+  md5: 522fcdaebf3bac06a7b5a78e0a89195b
   depends:
   - __osx >=11.0
   - icu >=75.1,<76.0a0
   - libiconv >=1.18,<2.0a0
-  - liblzma >=5.6.4,<6.0a0
+  - liblzma >=5.8.1,<6.0a0
   - libzlib >=1.3.1,<2.0a0
   license: MIT
   license_family: MIT
-  size: 565240
-  timestamp: 1743771370341
+  size: 583561
+  timestamp: 1743794674233
 - conda: https://prefix.dev/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
   sha256: d4bfe88d7cb447768e31650f06257995601f89076080e76df55e3112d4e47dc4
   md5: edb0dca6bc32e4f4789199455a1dbeb8
@@ -4478,7 +4839,7 @@ packages:
   depends:
   - __osx >=10.13
   - libllvm18 18.1.8 hc29ff6c_3
-  - libxml2 >=2.13.5,<3.0a0
+  - libxml2 >=2.13.5,<2.14.0a0
   - libzlib >=1.3.1,<2.0a0
   - llvm-tools-18 18.1.8 hc29ff6c_3
   - zstd >=1.5.6,<1.6.0a0
@@ -4497,7 +4858,7 @@ packages:
   depends:
   - __osx >=11.0
   - libllvm18 18.1.8 hc4b4ae8_3
-  - libxml2 >=2.13.5,<3.0a0
+  - libxml2 >=2.13.5,<2.14.0a0
   - libzlib >=1.3.1,<2.0a0
   - llvm-tools-18 18.1.8 hc4b4ae8_3
   - zstd >=1.5.6,<1.6.0a0
@@ -4516,7 +4877,7 @@ packages:
   depends:
   - __osx >=10.13
   - libllvm18 18.1.8 hc29ff6c_3
-  - libxml2 >=2.13.5,<3.0a0
+  - libxml2 >=2.13.5,<2.14.0a0
   - libzlib >=1.3.1,<2.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: Apache-2.0 WITH LLVM-exception
@@ -4529,7 +4890,7 @@ packages:
   depends:
   - __osx >=11.0
   - libllvm18 18.1.8 hc4b4ae8_3
-  - libxml2 >=2.13.5,<3.0a0
+  - libxml2 >=2.13.5,<2.14.0a0
   - libzlib >=1.3.1,<2.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: Apache-2.0 WITH LLVM-exception
diff --git a/pixi.toml b/pixi.toml
index 4ae26e9b0b..88c3d3102c 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -38,7 +38,6 @@ depends-on = ["configure", "build-only"]
 
 [feature.tests.dependencies]
 catch2 = ">=3.8.0,<4"
-ccache = ">=4.11.2,<5"
 libarrow-all = ">=19.0.1,<20"
 
 [feature.tests.tasks]
@@ -63,10 +62,24 @@ configure-tests.env.XSREF_TABLES_PATH = "$PWD/xsref/tables"
 # build for tests
 build-tests.depends-on = ["configure-tests", "build-only"]
 # run tests
-tests.cmd = "ctest --output-on-failure --test-dir build/tests"
+tests.cmd = ["ctest", "--output-on-failure", "--test-dir", "build/tests"]
 tests.depends-on = ["clone-xsref", "build-tests"]
 tests.cwd = "."
 
+[feature.tests-ci.dependencies]
+ccache = ">=4.11.2,<5"
+
+[feature.tests-ci.tasks]
+# TODO: use a task arg for parallelism https://github.com/prefix-dev/pixi/pull/3433
+build-tests-ci.cmd = ["cmake", "--build", "build", "-j3"]
+build-tests-ci.depends-on = ["clone-xsref", "configure-tests"]
+build-tests-ci.cwd = "."
+
+# run tests
+tests-ci.cmd = ["ctest", "--output-on-failure", "--test-dir", "build/tests", "-j3"]
+tests-ci.depends-on = ["build-tests-ci"]
+tests-ci.cwd = "."
+
 ## Coverage
 
 # [feature.coverage.dependencies]
@@ -93,4 +106,5 @@ tests.cwd = "."
 # cmd = "ctest"
 
 [environments]
-default = ["build", "tests"]
+default = { features = ["build", "tests"], solve-group = "default" }
+tests-ci = { features = ["build", "tests", "tests-ci"], solve-group = "default" }
diff --git a/tests/scipy_special_tests/test_bdtr.cpp b/tests/scipy_special_tests/test_bdtr.cpp
index cc53a9322e..24ecfd0ab2 100644
--- a/tests/scipy_special_tests/test_bdtr.cpp
+++ b/tests/scipy_special_tests/test_bdtr.cpp
@@ -22,20 +22,3 @@ TEST_CASE("bdtr dpd->d scipy_special_tests", "[bdtr][dpd->d][scipy_special_tests
     CAPTURE(k, n, p, out, desired, error, tol, fallback);
     REQUIRE(error <= tol);
 }
-
-TEST_CASE("bdtr ddd->d scipy_special_tests", "[bdtr][ddd->d][scipy_special_tests]") {
-    SET_FP_FORMAT()
-    auto [input, output, tol] =
-        GENERATE(xsf_test_cases<std::tuple<double, double, double>, std::tuple<double, bool>, double>(
-            tables_path / "In_d_d_d-d.parquet", tables_path / "Out_d_d_d-d.parquet",
-            tables_path / ("Err_d_d_d-d_" + get_platform_str() + ".parquet")
-        ));
-
-    auto [k, n, p] = input;
-    auto [desired, fallback] = output;
-    auto out = xsf::bdtr(k, n, p);
-    auto error = xsf::extended_relative_error(out, desired);
-    tol = adjust_tolerance(tol);
-    CAPTURE(k, n, p, out, desired, error, tol, fallback);
-    REQUIRE(error <= tol);
-}
diff --git a/tests/scipy_special_tests/test_bdtrc.cpp b/tests/scipy_special_tests/test_bdtrc.cpp
index 38a8dc736d..81a23d798c 100644
--- a/tests/scipy_special_tests/test_bdtrc.cpp
+++ b/tests/scipy_special_tests/test_bdtrc.cpp
@@ -22,20 +22,3 @@ TEST_CASE("bdtrc dpd->d scipy_special_tests", "[bdtrc][dpd->d][scipy_special_tes
     CAPTURE(k, n, p, out, desired, error, tol, fallback);
     REQUIRE(error <= tol);
 }
-
-TEST_CASE("bdtrc ddd->d scipy_special_tests", "[bdtrc][ddd->d][scipy_special_tests]") {
-    SET_FP_FORMAT()
-    auto [input, output, tol] =
-        GENERATE(xsf_test_cases<std::tuple<double, double, double>, std::tuple<double, bool>, double>(
-            tables_path / "In_d_d_d-d.parquet", tables_path / "Out_d_d_d-d.parquet",
-            tables_path / ("Err_d_d_d-d_" + get_platform_str() + ".parquet")
-        ));
-
-    auto [k, n, p] = input;
-    auto [desired, fallback] = output;
-    auto out = xsf::bdtrc(k, n, p);
-    auto error = xsf::extended_relative_error(out, desired);
-    tol = adjust_tolerance(tol);
-    CAPTURE(k, n, p, out, desired, error, tol, fallback);
-    REQUIRE(error <= tol);
-}
diff --git a/tests/scipy_special_tests/test_bdtri.cpp b/tests/scipy_special_tests/test_bdtri.cpp
index a248aa2e4b..a2078ae143 100644
--- a/tests/scipy_special_tests/test_bdtri.cpp
+++ b/tests/scipy_special_tests/test_bdtri.cpp
@@ -22,20 +22,3 @@ TEST_CASE("bdtri dpd->d scipy_special_tests", "[bdtri][dpd->d][scipy_special_tes
     CAPTURE(k, n, y, out, desired, error, tol, fallback);
     REQUIRE(error <= tol);
 }
-
-TEST_CASE("bdtri ddd->d scipy_special_tests", "[bdtri][ddd->d][scipy_special_tests]") {
-    SET_FP_FORMAT()
-    auto [input, output, tol] =
-        GENERATE(xsf_test_cases<std::tuple<double, double, double>, std::tuple<double, bool>, double>(
-            tables_path / "In_d_d_d-d.parquet", tables_path / "Out_d_d_d-d.parquet",
-            tables_path / ("Err_d_d_d-d_" + get_platform_str() + ".parquet")
-        ));
-
-    auto [k, n, y] = input;
-    auto [desired, fallback] = output;
-    auto out = xsf::bdtri(k, n, y);
-    auto error = xsf::extended_relative_error(out, desired);
-    tol = adjust_tolerance(tol);
-    CAPTURE(k, n, y, out, desired, error, tol, fallback);
-    REQUIRE(error <= tol);
-}
diff --git a/tests/scipy_special_tests/test_cyl_bessel_i.cpp b/tests/scipy_special_tests/test_cyl_bessel_i.cpp
index 55a4b5e628..f43839e74f 100644
--- a/tests/scipy_special_tests/test_cyl_bessel_i.cpp
+++ b/tests/scipy_special_tests/test_cyl_bessel_i.cpp
@@ -35,7 +35,7 @@ TEST_CASE("cyl_bessel_i dD->D scipy_special_tests", "[cyl_bessel_i][dD->D][scipy
     auto [desired, fallback] = output;
     auto out = xsf::cyl_bessel_i(v, z);
     auto error = xsf::extended_relative_error(out, desired);
-    tol = adjust_tolerance(tol);
+    tol = adjust_tolerance(tol, 12.0);
     CAPTURE(v, z, out, desired, error, tol, fallback);
     REQUIRE(error <= tol);
 }
diff --git a/tests/testing_utils.h b/tests/testing_utils.h
index d306115e5a..0cdd5a9946 100644
--- a/tests/testing_utils.h
+++ b/tests/testing_utils.h
@@ -70,6 +70,10 @@ class TableReader {
             V imag;
             *stream_ >> real >> imag;
             element = U(real, imag);
+        } else if constexpr (std::is_same_v<U, std::ptrdiff_t>) {
+            std::int64_t val;
+            *stream_ >> val;
+            element = static_cast<std::ptrdiff_t>(val);
         } else {
             *stream_ >> element;
         }
@@ -127,25 +131,30 @@ Catch::Generators::GeneratorWrapper<std::tuple<T1, T2, T3>> xsf_test_cases(
     );
 }
 
-
 template <typename T>
-T adjust_tolerance(T tol) {
+T adjust_tolerance(T tol, T factor = 4) {
     // Add some wiggle room to tolerance from table.
-    return 4 * std::max(std::numeric_limits<T>::epsilon(), tol);
+    return factor * std::max(std::numeric_limits<T>::epsilon(), tol);
 }
 
-
 std::string get_platform_str() {
-    /* This is going to get a string "<compiler>-<os>-<architecture>" using conditional
-     * compilation, but for now we're just stubbing things out. */
+    /* This should use Boost.Predef
+     * https://www.boost.org/doc/libs/1_87_0/libs/predef/doc/index.html
+     * (Boost isn't a dependency yet but this is planned)
+     * and we should have tolerance files for a wider variety of
+     * compiler/os/architecture combos, including for specific compiler
+     * versions. For now, there are these two platforms with tolerance
+     * files and we use the former with Clang on Mac and the later
+     * otherwise. */
+#if defined(__clang__) && defined(__APPLE__)
+    return "clang-darwin-aarch64";
+#else
     return "gcc-linux-x86_64";
+#endif
 }
 
-
-
 } // namespace
 
-
-#define SET_FP_FORMAT()							\
-    Catch::StringMaker<double>::precision = std::numeric_limits<double>::max_digits10; \
+#define SET_FP_FORMAT()                                                                                                \
+    Catch::StringMaker<double>::precision = std::numeric_limits<double>::max_digits10;                                 \
     Catch::StringMaker<float>::precision = std::numeric_limits<float>::max_digits10;