diff --git a/features/src/rapids-build-utils/devcontainer-feature.json b/features/src/rapids-build-utils/devcontainer-feature.json
index a7803af2..08ae9d90 100644
--- a/features/src/rapids-build-utils/devcontainer-feature.json
+++ b/features/src/rapids-build-utils/devcontainer-feature.json
@@ -1,7 +1,7 @@
 {
   "name": "NVIDIA RAPIDS devcontainer build utilities",
   "id": "rapids-build-utils",
-  "version": "24.8.14",
+  "version": "24.8.15",
   "description": "A feature to install the RAPIDS devcontainer build utilities",
   "containerEnv": {
     "BASH_ENV": "/etc/bash.bash_env"
diff --git a/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-conda-dependencies.sh b/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-conda-dependencies.sh
index 99d44806..9087946b 100755
--- a/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-conda-dependencies.sh
+++ b/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-conda-dependencies.sh
@@ -12,6 +12,9 @@
 #  -e,--exclude <file>     Path(s) to requirement files of packages to exclude.
 #  -i,--include <file>     Path(s) to requirement files of packages to include.
 #  -k,--key <key>        Only include the key(s)
+#  --matrix-entry <entry>  Matrix entries, in the form 'key=value' to be added to the '--matrix' arg
+#                          of rapids-dependency-file-generator.
+#                          (can be passed multiple times)
 # @_include_value_options rapids-list-repos -h | tail -n+2 | head -n-3;
 #  --repo <repo>         Only include dependencies for repo(s).
 #                        (default: all repositories)
@@ -41,6 +44,7 @@ make_conda_dependencies() {
     test ${#exclude[@]} -eq 0 && exclude=();
     test ${#include[@]} -eq 0 && include=();
     test ${#key[@]} -eq 0 && key=(all);
+    test ${#matrix_entry[@]} -eq 0 && matrix_entry=();
 
     local -a _exclude=();
     local exc; for exc in "${exclude[@]}"; do
@@ -58,6 +62,16 @@ make_conda_dependencies() {
     local python_version="${PYTHON_VERSION:-$(python3 --version 2>&1 | cut -d' ' -f2)}";
     python_version="$(cut -d'.' -f3 --complement <<< "${python_version}")";
 
+    local -a _matrix_selectors=(
+        arch="$(uname -m)"
+        cuda="${cuda_version}"
+        py="${python_version}"
+    );
+
+    # add extra arguments (if there are conflicts, e.g. 'py=3.10;py=3.11', it's fine... the last one will win)
+    test ${#matrix_entry[@]} -gt 0 && _matrix_selectors+=("${matrix_entry[@]}");
+    local -r matrix_selectors=$(IFS=";"; echo "${_matrix_selectors[*]}")
+
     local conda_env_yamls=();
 
     local i;
@@ -78,12 +92,12 @@ make_conda_dependencies() {
             for ((keyi=0; keyi < ${#repo_keys[@]}; keyi+=1)); do
                 local file="/tmp/${!repo_name}.${repo_keys[$keyi]}.env.yaml";
                 conda_env_yamls+=("${file}");
-                generate_env_yaml                                                         \
-                    "${file}"                                                             \
-                    --file-key "${repo_keys[$keyi]}"                                      \
-                    --output conda                                                        \
-                    --config ~/"${!repo_path}/dependencies.yaml"                          \
-                    --matrix "arch=$(uname -m);cuda=${cuda_version};py=${python_version}" \
+                generate_env_yaml                                \
+                    "${file}"                                    \
+                    --file-key "${repo_keys[$keyi]}"             \
+                    --output conda                               \
+                    --config ~/"${!repo_path}/dependencies.yaml" \
+                    --matrix "${matrix_selectors}"               \
                     ;
             done
 
@@ -100,12 +114,12 @@ make_conda_dependencies() {
                 for ((keyi=0; keyi < ${#repo_keys[@]}; keyi+=1)); do
                     local file="/tmp/${!repo_name}.lib${!cpp_name}.${repo_keys[$keyi]}.env.yaml";
                     conda_env_yamls+=("${file}");
-                    generate_env_yaml                                                         \
-                        "${file}"                                                             \
-                        --file-key "${repo_keys[$keyi]}"                                      \
-                        --output conda                                                        \
-                        --config ~/"${!repo_path}/dependencies.yaml"                          \
-                        --matrix "arch=$(uname -m);cuda=${cuda_version};py=${python_version}" \
+                    generate_env_yaml                                \
+                        "${file}"                                    \
+                        --file-key "${repo_keys[$keyi]}"             \
+                        --output conda                               \
+                        --config ~/"${!repo_path}/dependencies.yaml" \
+                        --matrix "${matrix_selectors}"               \
                         ;
                 done
             done
@@ -123,12 +137,12 @@ make_conda_dependencies() {
                 for ((keyi=0; keyi < ${#repo_keys[@]}; keyi+=1)); do
                     local file="/tmp/${!repo_name}.${!py_name}.${repo_keys[$keyi]}.env.yaml";
                     conda_env_yamls+=("${file}");
-                    generate_env_yaml                                                         \
-                        "${file}"                                                             \
-                        --file-key "${repo_keys[$keyi]}"                                      \
-                        --output conda                                                        \
-                        --config ~/"${!repo_path}/dependencies.yaml"                          \
-                        --matrix "arch=$(uname -m);cuda=${cuda_version};py=${python_version}" \
+                    generate_env_yaml                                \
+                        "${file}"                                    \
+                        --file-key "${repo_keys[$keyi]}"             \
+                        --output conda                               \
+                        --config ~/"${!repo_path}/dependencies.yaml" \
+                        --matrix "${matrix_selectors}"               \
                         ;
                 done
             done
diff --git a/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-pip-dependencies.sh b/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-pip-dependencies.sh
index 18121243..af4b818d 100755
--- a/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-pip-dependencies.sh
+++ b/features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-pip-dependencies.sh
@@ -13,6 +13,9 @@
 #  -e,--exclude <file>     Path(s) to requirement files of packages to exclude.
 #  -i,--include <file>     Path(s) to requirement files of packages to include.
 #  -k,--key <key>          Only include the key(s)
+#  --matrix-entry <entry>  Matrix entries, in the form 'key=value' to be added to the '--matrix' arg
+#                          of rapids-dependency-file-generator.
+#                          (can be passed multiple times)
 # @_include_value_options rapids-list-repos -h | tail -n+2 | head -n-3;
 #  --repo <repo>           Only include dependencies for repo(s).
 #                          (default: all repositories)
@@ -41,6 +44,7 @@ make_pip_dependencies() {
     test ${#exclude[@]} -eq 0 && exclude=();
     test ${#include[@]} -eq 0 && include=();
     test ${#key[@]} -eq 0 && key=(py_build py_run py_test all);
+    test ${#matrix_entry[@]} -eq 0 && matrix_entry=();
     test ${#requirement[@]} -eq 0 && requirement=();
 
     local -a _exclude=();
@@ -59,6 +63,28 @@ make_pip_dependencies() {
     local python_version="${PYTHON_VERSION:-$(python3 --version 2>&1 | cut -d' ' -f2)}";
     python_version="$(cut -d'.' -f3 --complement <<< "${python_version}")";
 
+    # Why default to cuda_suffixed=true?
+    #
+    # Projects that depend on different pip libraries across different CUDA versions
+    # (e.g. 'cudf' only depending on 'pynvjitlink' from CUDA 12.0 onwards), split up their
+    # dependency lists with 'cuda_suffixed={true,false}'.
+    #
+    # Here we want the suffixed versions (like 'pynvjitlink-cu12').
+    #
+    # It's ok for other RAPIDS libraries to end up in this list (like 'rmm-cu12')... in builds
+    # where those are also being built in the devcontainer, they'll be filtered out via
+    # inclusion in the 'pip_noinstall' list below.
+    local -a _matrix_selectors=(
+        arch="$(uname -m)"
+        cuda="${cuda_version}"
+        cuda_suffixed=true
+        py="${python_version}"
+    );
+
+    # add extra arguments (if there are conflicts, e.g. 'py=3.10;py=3.11', it's fine... the last one will win)
+    test ${#matrix_entry[@]} -gt 0 && _matrix_selectors+=("${matrix_entry[@]}");
+    local -r matrix_selectors=$(IFS=";"; echo "${_matrix_selectors[*]}")
+
     local pip_reqs_txts=();
 
     eval "$(rapids-list-repos "${OPTS[@]}")";
@@ -81,12 +107,12 @@ make_pip_dependencies() {
             for ((keyi=0; keyi < ${#repo_keys[@]}; keyi+=1)); do
                 local file="/tmp/${!repo_name}.${repo_keys[$keyi]}.requirements.txt";
                 pip_reqs_txts+=("${file}");
-                generate_requirements                                                     \
-                    "${file}"                                                             \
-                    --file-key "${repo_keys[$keyi]}"                                      \
-                    --output requirements                                                 \
-                    --config ~/"${!repo_path}/dependencies.yaml"                          \
-                    --matrix "arch=$(uname -m);cuda=${cuda_version};py=${python_version}" \
+                generate_requirements                            \
+                    "${file}"                                    \
+                    --file-key "${repo_keys[$keyi]}"             \
+                    --output requirements                        \
+                    --config ~/"${!repo_path}/dependencies.yaml" \
+                    --matrix "${matrix_selectors}"               \
                     ;
             done
 
@@ -103,12 +129,12 @@ make_pip_dependencies() {
                 for ((keyi=0; keyi < ${#repo_keys[@]}; keyi+=1)); do
                     local file="/tmp/${!repo_name}.lib${!cpp_name}.${repo_keys[$keyi]}.requirements.txt";
                     pip_reqs_txts+=("${file}");
-                    generate_requirements                                                     \
-                        "${file}"                                                             \
-                        --file-key "${repo_keys[$keyi]}"                                      \
-                        --output requirements                                                 \
-                        --config ~/"${!repo_path}/dependencies.yaml"                          \
-                        --matrix "arch=$(uname -m);cuda=${cuda_version};py=${python_version}" \
+                    generate_requirements                             \
+                        "${file}"                                     \
+                        --file-key "${repo_keys[$keyi]}"              \
+                        --output requirements                         \
+                        --config ~/"${!repo_path}/dependencies.yaml"  \
+                        --matrix "${matrix_selectors}"                \
                         ;
                 done
             done
@@ -126,12 +152,12 @@ make_pip_dependencies() {
                 for ((keyi=0; keyi < ${#repo_keys[@]}; keyi+=1)); do
                     local file="/tmp/${!repo_name}.${!py_name}.${repo_keys[$keyi]}.requirements.txt";
                     pip_reqs_txts+=("${file}");
-                    generate_requirements                                                     \
-                        "${file}"                                                             \
-                        --file-key "${repo_keys[$keyi]}"                                      \
-                        --output requirements                                                 \
-                        --config ~/"${!repo_path}/dependencies.yaml"                          \
-                        --matrix "arch=$(uname -m);cuda=${cuda_version};py=${python_version}" \
+                    generate_requirements                            \
+                        "${file}"                                    \
+                        --file-key "${repo_keys[$keyi]}"             \
+                        --output requirements                        \
+                        --config ~/"${!repo_path}/dependencies.yaml" \
+                        --matrix "${matrix_selectors}"               \
                         ;
                 done
             done