diff --git a/.github/workflows/ci_ase.yml b/.github/workflows/ci_ase.yml
index e17866bcd..975b201b5 100644
--- a/.github/workflows/ci_ase.yml
+++ b/.github/workflows/ci_ase.yml
@@ -3,10 +3,6 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 on: [push, pull_request]
-
-env:
-  SCCACHE_GHA_ENABLED: "true"
-
 jobs:
   build_eon:
     runs-on: ${{ matrix.os }}
@@ -30,12 +26,6 @@ jobs:
       - name: Install ASE
         shell: pixi run -e dev bash -e {0}
         run: pip install ase
-      - name: Configure sccache
-        uses: actions/github-script@v7
-        with:
-          script: |
-            core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-            core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
       - name: Build eonclient with ASE
         shell: pixi run -e dev bash -e {0}
         run: |
diff --git a/.github/workflows/ci_benchmark.yml b/.github/workflows/ci_benchmark.yml
index 698f6262a..40b4dde17 100644
--- a/.github/workflows/ci_benchmark.yml
+++ b/.github/workflows/ci_benchmark.yml
@@ -5,10 +5,6 @@ concurrency:
 on:
   pull_request:
     branches: [main]
-
-env:
-  SCCACHE_GHA_ENABLED: "true"
-
 jobs:
   benchmark:
     strategy:
@@ -47,13 +43,6 @@ jobs:
         run: command -v cbindgen || cargo install cbindgen
       - uses: astral-sh/setup-uv@v5
 
-      - name: Configure sccache
-        uses: actions/github-script@v7
-        with:
-          script: |
-            core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-            core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
-
       - name: Build
         run: |
           pixi run bash -c "meson setup bbdir \
diff --git a/.github/workflows/ci_build_akmc.yml b/.github/workflows/ci_build_akmc.yml
index dfd443e63..19c26b0de 100644
--- a/.github/workflows/ci_build_akmc.yml
+++ b/.github/workflows/ci_build_akmc.yml
@@ -3,10 +3,6 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 on: [push, pull_request]
-
-env:
-  SCCACHE_GHA_ENABLED: "true"
-
 jobs:
   build_eon:
     runs-on: ${{ matrix.os }}
@@ -24,12 +20,6 @@ jobs:
       - name: Install cbindgen
         shell: bash
         run: command -v cbindgen || cargo install cbindgen
-      - name: Configure sccache
-        uses: actions/github-script@v7
-        with:
-          script: |
-            core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-            core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
       - name: Use Homebrew gfortran (macOS)
         if: runner.os == 'macOS'
         run: |
diff --git a/.github/workflows/ci_build_gprd.yml b/.github/workflows/ci_build_gprd.yml
index 5aff24d57..5fa9d5a1b 100644
--- a/.github/workflows/ci_build_gprd.yml
+++ b/.github/workflows/ci_build_gprd.yml
@@ -6,10 +6,6 @@ on:
   push:
     branches:
       - main
-
-env:
-  SCCACHE_GHA_ENABLED: "true"
-
 jobs:
   build_eon:
     runs-on: ubuntu-latest
@@ -34,12 +30,6 @@ jobs:
       - name: Install cbindgen
         shell: bash
         run: command -v cbindgen || cargo install cbindgen
-      - name: Configure sccache
-        uses: actions/github-script@v7
-        with:
-          script: |
-            core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-            core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
       - name: Install eon
         shell: pixi run bash -e {0}
         run: |
diff --git a/.github/workflows/ci_metatomic.yml b/.github/workflows/ci_metatomic.yml
index 9acbea99d..845f9f1e5 100644
--- a/.github/workflows/ci_metatomic.yml
+++ b/.github/workflows/ci_metatomic.yml
@@ -3,10 +3,6 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 on: [push, pull_request]
-
-env:
-  SCCACHE_GHA_ENABLED: "true"
-
 jobs:
   build_eon:
     runs-on: ${{ matrix.os }}
@@ -28,12 +24,6 @@ jobs:
       - name: Install cbindgen
         shell: bash
         run: command -v cbindgen || cargo install cbindgen
-      - name: Configure sccache
-        uses: actions/github-script@v7
-        with:
-          script: |
-            core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-            core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
       - name: Use Homebrew gfortran (macOS)
         if: runner.os == 'macOS'
         run: |
diff --git a/.github/workflows/ci_serve.yml b/.github/workflows/ci_serve.yml
index a79ea8519..b4f1860f0 100644
--- a/.github/workflows/ci_serve.yml
+++ b/.github/workflows/ci_serve.yml
@@ -3,10 +3,6 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 on: [push, pull_request]
-
-env:
-  SCCACHE_GHA_ENABLED: "true"
-
 jobs:
   build_serve:
     runs-on: ${{ matrix.os }}
@@ -27,12 +23,6 @@ jobs:
       - name: Install cbindgen
         shell: bash
         run: command -v cbindgen || cargo install cbindgen
-      - name: Configure sccache
-        uses: actions/github-script@v7
-        with:
-          script: |
-            core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-            core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
       - name: Build with serve mode
         shell: pixi run bash -e {0}
         run: |
diff --git a/.github/workflows/ci_xtb.yml b/.github/workflows/ci_xtb.yml
index 4ec852e5c..ee279f9dc 100644
--- a/.github/workflows/ci_xtb.yml
+++ b/.github/workflows/ci_xtb.yml
@@ -3,10 +3,6 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 on: [push, pull_request]
-
-env:
-  SCCACHE_GHA_ENABLED: "true"
-
 jobs:
   build_eon:
     runs-on: ${{ matrix.os }}
@@ -30,12 +26,6 @@ jobs:
       - name: Install cbindgen
         shell: bash
         run: command -v cbindgen || cargo install cbindgen
-      - name: Configure sccache
-        uses: actions/github-script@v7
-        with:
-          script: |
-            core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-            core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
       - name: Install eon
         shell: pixi run bash -e {0}
         run: |
diff --git a/client/meson.build b/client/meson.build
index 52b1a2653..7f0677f99 100644
--- a/client/meson.build
+++ b/client/meson.build
@@ -55,20 +55,21 @@ if is_windows
     # ../11.4.0/include/c++/bits/basic_string.h:1059: std::__cxx11::basic_string<_CharT, _Traits, _Alloc>::reference std::__cxx11::basic_string<_CharT, _Traits, _Alloc>::operator[](std::__cxx11::basic_string<_CharT, _Traits, _Alloc>::size_type) [with _CharT = char; _Traits = std::char_traits<char>; _Alloc = std::allocator<char>; std::__cxx11::basic_string<_CharT, _Traits, _Alloc>::reference = char&; std::__cxx11::basic_string<_CharT, _Traits, _Alloc>::size_type = long unsigned int]: Assertion '__pos <= size()' failed.
 endif
 
-_args += cppc.get_supported_arguments(
-    [
-        # C++ only
-        '-Wno-class-memaccess',
-        '-Wno-unused-function',
-        # Common
-        '-Wno-reorder',
-        '-Wno-sign-compare',
-        '-Wno-unused-but-set-parameter',
-        '-Wno-unused-but-set-variable',
-        '-Wno-unused-parameter',
-        '-Wno-unused-result',
-        '-Wno-unused-variable',
-    ],
+add_project_arguments(
+    cppc.get_supported_arguments(
+        [
+            '-Wno-class-memaccess',
+            '-Wno-unused-function',
+            '-Wno-reorder',
+            '-Wno-sign-compare',
+            '-Wno-unused-but-set-parameter',
+            '-Wno-unused-but-set-variable',
+            '-Wno-unused-parameter',
+            '-Wno-unused-result',
+            '-Wno-unused-variable',
+        ],
+    ),
+    language: 'cpp',
 )
 
 # TODO(rg): use fc.get_supported_arguments and add more compiler support
@@ -903,7 +904,7 @@ if get_option('with_tests')
             bash_exe,
             args: [
                 meson.project_source_root() + '/client/unit_tests/run_nwchem_test.sh',
-                'eonclient',
+                ec,
                 nwchem_exe,
                 'nwchem_socket.nwi',  # The input file for the client
                 test_workdir,
diff --git a/client/potentials/EMT/Asap/Atoms.cpp b/client/potentials/EMT/Asap/Atoms.cpp
index 44cca97ca..0f5749266 100644
--- a/client/potentials/EMT/Asap/Atoms.cpp
+++ b/client/potentials/EMT/Asap/Atoms.cpp
@@ -4,7 +4,7 @@
 #include "SuperCell.h"
 // #include "Timing.h"
 #include <assert.h>
-#include <math.h>
+#include <cmath>
 #include <string.h>
 
 extern int verbose;
diff --git a/client/potentials/EMT/Asap/CellList.cpp b/client/potentials/EMT/Asap/CellList.cpp
index c2ef0591e..275a0b527 100644
--- a/client/potentials/EMT/Asap/CellList.cpp
+++ b/client/potentials/EMT/Asap/CellList.cpp
@@ -4,8 +4,8 @@
 #include "GhostAtoms.h"
 #include "Image.h"
 #include "SuperCell.h"
+#include <cmath>
 #include <map>
-#include <math.h>
 using std::map;
 #include <assert.h>
 using std::cerr;
diff --git a/client/potentials/EMT/Asap/EMT.cpp b/client/potentials/EMT/Asap/EMT.cpp
index 136ba9767..2f66faa2f 100644
--- a/client/potentials/EMT/Asap/EMT.cpp
+++ b/client/potentials/EMT/Asap/EMT.cpp
@@ -14,7 +14,7 @@
 // #include "Timing.h"
 #include "mass.h"
 #include <assert.h>
-#include <math.h>
+#include <cmath>
 #include <set>
 #include <stdlib.h>
 #include <string.h>
diff --git a/client/potentials/EMT/Asap/NeighborList.cpp b/client/potentials/EMT/Asap/NeighborList.cpp
index 4593b2486..75b9de749 100644
--- a/client/potentials/EMT/Asap/NeighborList.cpp
+++ b/client/potentials/EMT/Asap/NeighborList.cpp
@@ -6,7 +6,7 @@
 #include "SuperCell.h"
 // #include "Timing.h"
 #include <assert.h>
-#include <math.h>
+#include <cmath>
 #include <string.h>
 
 using std::cerr;
diff --git a/client/potentials/EMT/Asap/SuperCell.cpp b/client/potentials/EMT/Asap/SuperCell.cpp
index 0c08410c0..3ed793cdc 100644
--- a/client/potentials/EMT/Asap/SuperCell.cpp
+++ b/client/potentials/EMT/Asap/SuperCell.cpp
@@ -2,8 +2,8 @@
 #include "Atoms.h"
 #include "Exception.h"
 #include "Potential.h"
+#include <cmath>
 #include <iostream>
-#include <math.h>
 
 SuperCell::SuperCell(const Vec v[3], const bool p[3]) {
   atoms = 0;
diff --git a/client/potentials/EMT/Asap/mass.h b/client/potentials/EMT/Asap/mass.h
index e71f7901a..39bdae83f 100644
--- a/client/potentials/EMT/Asap/mass.h
+++ b/client/potentials/EMT/Asap/mass.h
@@ -5,7 +5,7 @@
  * Vectorized mathematica functions from the IBM mass library.
  */
 
-#include <math.h>
+#include <cmath>
 
 inline void vsqrt(double res[], const double a[], const int *n) {
   int nn = *n;
diff --git a/client/potentials/LJCluster/LJCluster.h b/client/potentials/LJCluster/LJCluster.h
index 3eb370bf6..a9cf2864e 100644
--- a/client/potentials/LJCluster/LJCluster.h
+++ b/client/potentials/LJCluster/LJCluster.h
@@ -11,8 +11,8 @@
 */
 #pragma once
 
+#include <cmath>
 #include <iostream>
-#include <math.h>
 // #include "../../system_unit.h" // unit converters
 #include "../../Potential.h"
 
diff --git a/client/potentials/SocketNWChem/SocketNWChemPot.cpp b/client/potentials/SocketNWChem/SocketNWChemPot.cpp
index db63f549d..8191690e4 100644
--- a/client/potentials/SocketNWChem/SocketNWChemPot.cpp
+++ b/client/potentials/SocketNWChem/SocketNWChemPot.cpp
@@ -42,8 +42,22 @@ SocketNWChemPot::SocketNWChemPot(const Parameters &p)
 
   if (unix_socket_mode) {
     unix_socket_basename = p.socket_nwchem_options.unix_socket_path;
-    // NWChem client hardcodes this prefix
+    // NWChem's Fortran i-PI driver truncates the socket name to ~30 chars.
+    // The full path is /tmp/ipi_<basename>, so basename must be short.
     server_address = "/tmp/ipi_" + unix_socket_basename;
+    if (server_address.size() > 30) {
+      std::cerr << "ERROR: UNIX socket path '" << server_address << "' is "
+                << server_address.size()
+                << " characters, which exceeds NWChem's ~30 character limit.\n"
+                << "NWChem will silently truncate it, causing a connection "
+                   "failure.\n"
+                << "Shorten unix_socket_path (currently '"
+                << unix_socket_basename << "') to at most " << (30 - 9)
+                << " characters.\n";
+      throw std::runtime_error(
+          "unix_socket_path too long for NWChem (max ~21 chars, got " +
+          std::to_string(unix_socket_basename.size()) + ")");
+    }
     port = -1;
     std::cout << "SocketNWChemPot: Initializing in UNIX mode." << std::endl;
     std::cout << "Listening on socket file: " << server_address << std::endl;
diff --git a/client/unit_tests/run_nwchem_test.sh b/client/unit_tests/run_nwchem_test.sh
index a6d9ad6d2..240af4b4e 100755
--- a/client/unit_tests/run_nwchem_test.sh
+++ b/client/unit_tests/run_nwchem_test.sh
@@ -5,7 +5,7 @@ set -e
 
 # --- Configuration ---
 # Arguments passed from Meson
-TEST_EXECUTABLE=$1
+TEST_EXECUTABLE=$(realpath "$1")
 NWCHEM_EXECUTABLE=$2
 NWCHEM_INPUT_FILE=$3
 TEST_WORKDIR=$4
@@ -33,15 +33,25 @@ trap cleanup EXIT
 cd "$TEST_WORKDIR"
 echo "--- Running test in: $(pwd) ---"
 rm -f results.dat
+rm -f /tmp/ipi_eon_nwchem
 
 # 2. Start the eOn test server in the background
 echo "--- Starting eOn test server in background ---"
 "$TEST_EXECUTABLE" &
 SERVER_PID=$! # Capture the Process ID of the server
 
-# 3. Wait for a moment to ensure the server is up and listening
-#  A more robust solution would poll for the socket file, but a short sleep is usually enough.
-sleep 1
+# 3. Wait for the server socket to appear (up to 10 seconds)
+SOCKET_PATH="/tmp/ipi_eon_nwchem"
+for i in $(seq 1 20); do
+    if [ -S "$SOCKET_PATH" ]; then
+        break
+    fi
+    sleep 0.5
+done
+if [ ! -S "$SOCKET_PATH" ]; then
+    echo "ERROR: Server socket $SOCKET_PATH did not appear within 10 seconds"
+    exit 1
+fi
 
 # 4. Run the NWChem client in the foreground
 #    It will connect to the server, do its work, and exit.
diff --git a/docs/source/user_guide/potential.md b/docs/source/user_guide/potential.md
index fbc46ce7f..1cbcbfb52 100644
--- a/docs/source/user_guide/potential.md
+++ b/docs/source/user_guide/potential.md
@@ -138,6 +138,14 @@ increases in speed compared to file or ASE interfaces
 .. autopydantic_model:: eon.schema.SocketNWChemPot
 ```
 
+```{warning}
+NWChem's Fortran i-PI socket driver truncates UNIX socket names to approximately
+30 characters. The full socket path is ``/tmp/ipi_<unix_socket_path>``, so
+``unix_socket_path`` should be kept short (under ~20 characters). For example,
+``eon_nwchem`` works but ``eon_nwchem_test_socket`` will be silently truncated,
+causing a connection failure with no clear error message.
+```
+
 An older ASE interface exists as well.
 
 ### ASE potentials
diff --git a/nativeFiles/sccache_clang.ini b/nativeFiles/sccache_clang.ini
deleted file mode 100644
index 2a30826db..000000000
--- a/nativeFiles/sccache_clang.ini
+++ /dev/null
@@ -1,4 +0,0 @@
-[binaries]
-c = ['sccache', 'clang']
-cpp = ['sccache', 'clang++']
-fortran = ['gfortran']
diff --git a/nativeFiles/sccache_gnu.ini b/nativeFiles/sccache_gnu.ini
deleted file mode 100644
index 09f6f7c51..000000000
--- a/nativeFiles/sccache_gnu.ini
+++ /dev/null
@@ -1,4 +0,0 @@
-[binaries]
-c = ['sccache', 'gcc']
-cpp = ['sccache', 'g++']
-fortran = ['gfortran']
diff --git a/pixi.lock b/pixi.lock
index 698c92e22..d419d24a4 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -99,7 +99,6 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/rhash-1.4.6-hb9d3cd8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/rust-1.94.0-h53717f1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rust-std-x86_64-unknown-linux-gnu-1.94.0-h2c6d0dc_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/sccache-0.14.0-he64ecbb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.9.0-pyhff2d567_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.28-h4ee821c_8.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda
@@ -211,7 +210,6 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/rhash-1.4.6-h6e16a3a_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/rust-1.94.0-h5655b98_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rust-std-x86_64-apple-darwin-1.94.0-h38e4360_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/sccache-0.14.0-h4728fb8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.9.0-pyhff2d567_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/sigtool-0.1.3-h88f4db0_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/osx-64/tapi-1300.6.5-h390ca13_0.conda
@@ -329,7 +327,6 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/rhash-1.4.6-h5505292_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/rust-1.94.0-h4ff7c5d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rust-std-aarch64-apple-darwin-1.94.0-hf6ec828_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/sccache-0.14.0-h6fdd925_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.1-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/sigtool-0.1.3-h98dc951_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/sigtool-codesign-0.1.3-h98dc951_0.conda
@@ -423,7 +420,6 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/quill-11.0.2-h49e36cd_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/rust-1.94.0-hf8d6059_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rust-std-x86_64-pc-windows-msvc-1.94.0-h17fc481_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/win-64/sccache-0.14.0-h18a1a76_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.1-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/tbb-2022.3.0-h3155e25_2.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/tk-8.6.13-h6ed50ae_3.conda
@@ -593,7 +589,6 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/rhash-1.4.6-hb9d3cd8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/rust-1.94.0-h53717f1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rust-std-x86_64-unknown-linux-gnu-1.94.0-h2c6d0dc_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/sccache-0.14.0-he64ecbb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.1-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/snappy-1.2.2-h03e3b7b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
@@ -619,7 +614,7 @@ environments:
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@@ -19444,25 +19390,17 @@ packages:
   name: markupsafe
   version: 3.0.2
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/3c/2e/8d0c2ab90a8c1d9a24f0399058ab8519a3279d1bd4289511d74e909f060e/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
-  name: markupsafe
-  version: 3.0.3
-  sha256: d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/5a/72/147da192e38635ada20e0a2e1a51cf8823d2119ce8883f7053879c2199b5/markupsafe-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl
+- pypi: https://download.pytorch.org/whl/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl
   name: markupsafe
   version: 3.0.3
-  sha256: d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/9a/81/7e4e08678a1f98521201c3079f77db69fb552acd56067661f8c2f534a718/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl
+- pypi: https://download.pytorch.org/whl/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
   name: markupsafe
   version: 3.0.3
-  sha256: 1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/aa/5b/bec5aa9bbbb2c946ca2733ef9c4ca91c91b6a24580193e891b5f7dbe8e1e/markupsafe-3.0.3-cp312-cp312-win_amd64.whl
+- pypi: https://download.pytorch.org/whl/markupsafe-3.0.3-cp312-cp312-win_amd64.whl
   name: markupsafe
   version: 3.0.3
-  sha256: 26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c
   requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py312h8a5da7c_1.conda
   sha256: 5f3aad1f3a685ed0b591faad335957dbdb1b73abfd6fc731a0d42718e0653b33
@@ -23070,56 +23008,6 @@ packages:
   purls: []
   size: 1664670
   timestamp: 1767294704422
-- conda: https://conda.anaconda.org/conda-forge/linux-64/sccache-0.14.0-he64ecbb_0.conda
-  sha256: 83f881b318b9a39723ee8b5f0a5329240b4b65c692a8a998d4217333b8c801d4
-  md5: 513b2505df7c927f2f048aa2e3f48f7d
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - openssl >=3.5.5,<4.0a0
-  constrains:
-  - __glibc >=2.17
-  license: Apache-2.0
-  license_family: APACHE
-  purls: []
-  size: 6181856
-  timestamp: 1770690886352
-- conda: https://conda.anaconda.org/conda-forge/osx-64/sccache-0.14.0-h4728fb8_0.conda
-  sha256: 540a53afa16eff7f2dce5c2d313cde1e386d2809f332575c2f542f6540150ab6
-  md5: 4e34b4df5ebaf47994b41ef370d9a0f3
-  depends:
-  - __osx >=10.13
-  constrains:
-  - __osx >=10.13
-  license: Apache-2.0
-  license_family: APACHE
-  purls: []
-  size: 6118272
-  timestamp: 1770690899286
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/sccache-0.14.0-h6fdd925_0.conda
-  sha256: eb41fa276fcbebcf7c4ce4223988af0ef40ee97a724fca39547508868375249a
-  md5: 5ca50d2b2df57a9d08c8ea1ecf1425f1
-  depends:
-  - __osx >=11.0
-  constrains:
-  - __osx >=11.0
-  license: Apache-2.0
-  license_family: APACHE
-  purls: []
-  size: 5643269
-  timestamp: 1770690917645
-- conda: https://conda.anaconda.org/conda-forge/win-64/sccache-0.14.0-h18a1a76_0.conda
-  sha256: 7a2cbb5c405e8ec04cf9d77f8d567cb57a3b8e2cb875b8962795edd9569dedb7
-  md5: 531701ba481a1f2f3228f3f077a0e97a
-  depends:
-  - vc >=14.3,<15
-  - vc14_runtime >=14.44.35208
-  - ucrt >=10.0.20348.0
-  license: Apache-2.0
-  license_family: APACHE
-  purls: []
-  size: 6698663
-  timestamp: 1770690927791
 - pypi: https://files.pythonhosted.org/packages/0b/11/7241a63e73ba5a516f1930ac8d5b44cbbfabd35ac73a2d08ca206df007c4/scipy-1.17.0-cp312-cp312-macosx_10_14_x86_64.whl
   name: scipy
   version: 1.17.0
diff --git a/pixi.toml b/pixi.toml
index 9276a8730..df5344eb5 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -30,7 +30,6 @@ compilers = ">=1.9.0,<2"
 pkg-config = ">=0.29.2,<0.30"
 fortran-compiler = ">=1.10.0,<2"
 pyyaml = "*"
-sccache = "*"
 quill = ">=11.0.2,<12"
 rust = ">=1.88"