diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4707492a..a2202df3 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,7 +37,7 @@ repos:
         hooks:
             - 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_python.sh b/ci/build_python.sh
index 48cece32..c12a0dde 100755
--- a/ci/build_python.sh
+++ b/ci/build_python.sh
@@ -5,12 +5,8 @@ set -euo pipefail
 
 rapids-configure-conda-channels
 
-source rapids-configure-sccache
-
 source rapids-date-string
 
-export CMAKE_GENERATOR=Ninja
-
 rapids-print-env
 
 rapids-generate-version > ./VERSION
diff --git a/ci/build_wheel.sh b/ci/build_wheel.sh
index 828972dc..91c57231 100755
--- a/ci/build_wheel.sh
+++ b/ci/build_wheel.sh
@@ -3,11 +3,10 @@
 
 set -euo pipefail
 
-source rapids-configure-sccache
 source rapids-date-string
 
 rapids-generate-version > ./VERSION
 
-python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
+python -m pip wheel . -w dist -v --no-deps --disable-pip-version-check
 
 RAPIDS_PY_WHEEL_NAME="dask-cuda" rapids-upload-wheels-to-s3 dist