diff --git a/.devcontainer/cuda12.9-pip/devcontainer.json b/.devcontainer/cuda12.9-pip/devcontainer.json
index c3d2dc01..89797b63 100644
--- a/.devcontainer/cuda12.9-pip/devcontainer.json
+++ b/.devcontainer/cuda12.9-pip/devcontainer.json
@@ -5,7 +5,7 @@
     "args": {
       "CUDA": "12.9",
       "PYTHON_PACKAGE_MANAGER": "pip",
-      "BASE": "rapidsai/devcontainers:26.06-cpp-cuda12.9-ucx1.19.0-openmpi5.0.7"
+      "BASE": "rapidsai/devcontainers:26.06-cpp-cuda12.9-ucx1.19.0-openmpi5.0.10"
     }
   },
   "runArgs": [
diff --git a/.devcontainer/cuda13.0-pip/devcontainer.json b/.devcontainer/cuda13.0-pip/devcontainer.json
index 3e8a3306..94bf3f48 100644
--- a/.devcontainer/cuda13.0-pip/devcontainer.json
+++ b/.devcontainer/cuda13.0-pip/devcontainer.json
@@ -5,7 +5,7 @@
     "args": {
       "CUDA": "13.0",
       "PYTHON_PACKAGE_MANAGER": "pip",
-      "BASE": "rapidsai/devcontainers:26.06-cpp-cuda13.0-ucx1.19.0-openmpi5.0.7"
+      "BASE": "rapidsai/devcontainers:26.06-cpp-cuda13.0-ucx1.19.0-openmpi5.0.10"
     }
   },
   "runArgs": [
diff --git a/.devcontainer/cuda13.1-pip/devcontainer.json b/.devcontainer/cuda13.1-pip/devcontainer.json
index 29747776..414c9e00 100644
--- a/.devcontainer/cuda13.1-pip/devcontainer.json
+++ b/.devcontainer/cuda13.1-pip/devcontainer.json
@@ -5,7 +5,7 @@
     "args": {
       "CUDA": "13.1",
       "PYTHON_PACKAGE_MANAGER": "pip",
-      "BASE": "rapidsai/devcontainers:26.06-cpp-cuda13.1-ucx1.19.0-openmpi5.0.7"
+      "BASE": "rapidsai/devcontainers:26.06-cpp-cuda13.1-ucx1.19.0-openmpi5.0.10"
     }
   },
   "runArgs": [
diff --git a/matrix.yml b/matrix.yml
index 6717607c..329a96dc 100644
--- a/matrix.yml
+++ b/matrix.yml
@@ -15,6 +15,7 @@ x-gcc-12: &gcc_12 { name: "gcc", version: "12" }
 x-gcc-13: &gcc_13 { name: "gcc", version: "13" }
 x-gcc-14: &gcc_14 { name: "gcc", version: "14" }
 x-gcc-env: &gcc_env { CC: "gcc", CXX: "g++", CUDAHOSTCXX: "g++" }
+x-gcc-rapids: &gcc_rapids { name: "gcc", version: "14", hide: true }
 x-gcc-env-rapids: &gcc_env_rapids { CC: "gcc", CXX: "g++", CUDAHOSTCXX: "g++", PYTHON_VERSION: "3.14" }
 
 # CUDA 12.0 support stops at clang 14.
@@ -34,10 +35,10 @@ x-nvhpc-curr: &nvhpc_curr { name: "nvhpc", version: "26.3" }
 x-nvhpc-env: &nvhpc_env { CC: "nvc", CXX: "nvc++", CUDAHOSTCXX: "nvc++" }
 
 x-mambaforge: &conda { name: "mambaforge", miniforge_version: "25.11.0-1" }
-x-python: &python { name: "ghcr.io/devcontainers/features/python:1.7.1", version: "os-provided", installTools: false, enableShared: true, optimize: true, hide: true }
-x-python-rapids: &python_rapids { name: "ghcr.io/devcontainers/features/python:1.7.1", version: "3.13", installTools: false, enableShared: true, optimize: true, hide: true }
+x-python: &python { name: "ghcr.io/devcontainers/features/python:1.8.0", version: "os-provided", installTools: false, enableShared: true, optimize: true, hide: true }
+x-python-rapids: &python_rapids { name: "ghcr.io/devcontainers/features/python:1.8.0", version: "3.14", installTools: false, enableShared: true, optimize: true, hide: true }
 x-ucx-rapids: &ucx_rapids { name: "ucx", version: "1.19.0" }
-x-openmpi: &openmpi { name: "openmpi", version: "5.0.7" }
+x-openmpi: &openmpi { name: "openmpi", version: "5.0.10" }
 
 x-cccl-dev: &cccl_dev { name: "cccl-dev", hide: true, doxygenVersion: "1.9.6" }
 x-clangd-dev-bionic: &clangd_dev_bionic { name: "llvm", version: "19", packages: "clangd", hide: true }
@@ -45,7 +46,7 @@ x-clangd-dev-jammy: &clangd_dev_jammy { name: "llvm", version: "dev", packages:
 x-clangd-dev: &clangd_dev { name: "llvm", version: "dev", packages: "clangd", hide: true }
 # Clang utils always available:
 x-clang-extra-cccl: &clang_extra_cccl { name: "llvm", version: "21", packages: "clang-format clang-tidy llvm-tools", hide: true }
-x-clang-extra-rapids: &clang_extra_rapids { name: "llvm", version: "16", packages: "clang-format", hide: true }
+x-clang-extra-rapids: &clang_extra_rapids { name: "llvm", version: "21", packages: "clang-format", hide: true }
 # Docker outside of Docker used to build python wheels:
 x-dood: &dood { name: "ghcr.io/devcontainers/features/docker-outside-of-docker:1", moby: false, hide: true}
 
@@ -191,14 +192,14 @@ include:
 - os: "ubuntu:24.04"
   images:
   # cuda
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_prev_max_rapids], env: *gcc_env_rapids }
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_min], env: *gcc_env_rapids }
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max], env: *gcc_env_rapids }
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max_rapids], env: *gcc_env_rapids }
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_prev_max_rapids, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_min, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
-  - { features: [*python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max_rapids, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_prev_max_rapids], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_min], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max_rapids], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_prev_max_rapids, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_min, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
+  - { features: [*gcc_rapids, *python_rapids, *clang_extra_rapids, *clangd_dev, *cuda_curr_max_rapids, *ucx_rapids, *openmpi], env: *gcc_env_rapids }
 
   # mambaforge
   - { features: [*conda], env: { PYTHON_VERSION: "3.14" } }