diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3687562b48e..b5fbcf9ad42 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -55,7 +55,7 @@ repos:
               setup[.]cfg$
       - id: verify-alpha-spec
   - repo: https://github.com/rapidsai/dependency-file-generator
-    rev: v1.13.11
+    rev: v1.16.0
     hooks:
         - id: rapids-dependency-file-generator
           args: ["--clean"]
diff --git a/ci/build_cpp.sh b/ci/build_cpp.sh
index 859977d76d5..93e5c680d07 100755
--- a/ci/build_cpp.sh
+++ b/ci/build_cpp.sh
@@ -17,4 +17,6 @@ rapids-logger "Begin cpp build"
 
 RAPIDS_PACKAGE_VERSION=$(rapids-generate-version) rapids-conda-retry mambabuild conda/recipes/libcugraph
 
+sccache --show-adv-stats
+
 rapids-upload-conda-to-s3 cpp
diff --git a/ci/build_python.sh b/ci/build_python.sh
index c94cc2a0fce..af9c3c56403 100755
--- a/ci/build_python.sh
+++ b/ci/build_python.sh
@@ -20,6 +20,8 @@ export RAPIDS_PACKAGE_VERSION=$(head -1 ./VERSION)
 
 rapids-logger "Begin py build"
 
+sccache --zero-stats
+
 # TODO: Remove `--no-test` flags once importing on a CPU
 # node works correctly
 rapids-conda-retry mambabuild \
@@ -27,12 +29,17 @@ rapids-conda-retry mambabuild \
   --channel "${CPP_CHANNEL}" \
   conda/recipes/pylibcugraph
 
+sccache --show-adv-stats
+sccache --zero-stats
+
 rapids-conda-retry mambabuild \
   --no-test \
   --channel "${CPP_CHANNEL}" \
   --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
   conda/recipes/cugraph
 
+sccache --show-adv-stats
+
 # NOTE: nothing in nx-cugraph is CUDA-specific, but it is built on each CUDA
 # platform to ensure it is included in each set of artifacts, since test
 # scripts only install from one set of artifacts based on the CUDA version used
diff --git a/ci/build_wheel.sh b/ci/build_wheel.sh
index f3979ab3049..944975c55ee 100755
--- a/ci/build_wheel.sh
+++ b/ci/build_wheel.sh
@@ -15,6 +15,10 @@ rapids-generate-version > ./VERSION
 
 cd "${package_dir}"
 
+sccache --zero-stats
+
+rapids-logger "Building '${package_name}' wheel"
+
 python -m pip wheel \
     -w dist \
     -v \
@@ -23,12 +27,14 @@ python -m pip wheel \
     --extra-index-url https://pypi.nvidia.com \
     .
 
+sccache --show-adv-stats
+
 # pure-python packages should be marked as pure, and not have auditwheel run on them.
 if [[ ${package_name} == "nx-cugraph" ]] || \
    [[ ${package_name} == "cugraph-dgl" ]] || \
    [[ ${package_name} == "cugraph-pyg" ]] || \
    [[ ${package_name} == "cugraph-equivariant" ]]; then
-    RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" RAPIDS_PY_WHEEL_PURE="1" rapids-upload-wheels-to-s3 dist
+    RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" RAPIDS_PY_WHEEL_PURE="1" rapids-upload-wheels-to-s3 python dist
 else
     case "${RAPIDS_CUDA_VERSION}" in
         12.*)
@@ -48,5 +54,5 @@ else
 
     mkdir -p final_dist
     python -m auditwheel repair -w final_dist "${EXCLUDE_ARGS[@]}" dist/*
-    RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 final_dist
+    RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 python final_dist
 fi