diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000000..0df37b1230
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,23 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+
+version: 2
+updates:
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+    groups:
+      github-actions:
+        patterns:
+          - "*"
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+    groups:
+      python:
+        patterns:
+          - "*"
diff --git a/.github/workflows/actions.yml b/.github/workflows/actions.yml
index c2bab34a3f..8f4569030f 100644
--- a/.github/workflows/actions.yml
+++ b/.github/workflows/actions.yml
@@ -15,9 +15,9 @@ jobs:
     name: Test the code with Keras 2
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.9
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: 3.9
     - name: Get pip cache dir
@@ -26,7 +26,7 @@ jobs:
         python -m pip install --upgrade pip setuptools
         echo "::set-output name=dir::$(pip cache dir)"
     - name: pip cache
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       with:
         path: ${{ steps.pip-cache.outputs.dir }}
         key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}
@@ -52,9 +52,9 @@ jobs:
         backend: [tensorflow, jax, torch]
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.9
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: 3.9
     - name: Get pip cache dir
@@ -63,7 +63,7 @@ jobs:
         python -m pip install --upgrade pip setuptools
         echo "::set-output name=dir::$(pip cache dir)"
     - name: pip cache
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       with:
         path: ${{ steps.pip-cache.outputs.dir }}
         key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}
@@ -95,9 +95,9 @@ jobs:
     name: Check the code format
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.9
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: 3.9
     - name: Get pip cache dir
@@ -106,7 +106,7 @@ jobs:
         python -m pip install --upgrade pip setuptools
         echo "::set-output name=dir::$(pip cache dir)"
     - name: pip cache
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       with:
         path: ${{ steps.pip-cache.outputs.dir }}
         key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}
@@ -119,7 +119,7 @@ jobs:
     - name: Lint
       run: bash shell/lint.sh
     - name: Clang
-      uses: DoozyX/clang-format-lint-action@v0.14
+      uses: DoozyX/clang-format-lint-action@v0.17
       with:
         source: '.'
         extensions: 'h,c,cpp,hpp,cc'
diff --git a/.github/workflows/devcontainer.yml b/.github/workflows/devcontainer.yml
index 76226c9182..ee0f49d549 100644
--- a/.github/workflows/devcontainer.yml
+++ b/.github/workflows/devcontainer.yml
@@ -23,6 +23,6 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Build and run dev container task
-        uses: devcontainers/ci@v0.2
+        uses: devcontainers/ci@v0.3
         with:
           runCmd: pytest keras_cv/ --ignore keras_cv/models
diff --git a/.github/workflows/nightly.yml b/.github/workflows/nightly.yml
index 76bfa7eb9c..4ec23461b3 100644
--- a/.github/workflows/nightly.yml
+++ b/.github/workflows/nightly.yml
@@ -16,9 +16,9 @@ jobs:
     needs: [run-test-for-nightly]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: 3.9
       - name: Get pip cache dir
@@ -27,7 +27,7 @@ jobs:
           python -m pip install --upgrade pip setuptools
           echo "::set-output name=dir::$(pip cache dir)"
       - name: pip cache
-        uses: actions/cache@v2
+        uses: actions/cache@v3
         with:
           path: ${{ steps.pip-cache.outputs.dir }}
           key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index aa84819c16..afe38eb519 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -14,9 +14,9 @@ jobs:
     name: Build and publish to PyPI
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: 3.9
       - name: Get pip cache dir
@@ -25,7 +25,7 @@ jobs:
           python -m pip install --upgrade pip setuptools
           echo "::set-output name=dir::$(pip cache dir)"
       - name: pip cache
-        uses: actions/cache@v2
+        uses: actions/cache@v3
         with:
           path: ${{ steps.pip-cache.outputs.dir }}
           key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}
diff --git a/requirements-jax-cuda.txt b/requirements-jax-cuda.txt
index 898842fad8..bae62bf86c 100644
--- a/requirements-jax-cuda.txt
+++ b/requirements-jax-cuda.txt
@@ -1,5 +1,5 @@
 # Tensorflow cpu-only version.
-tf-nightly-cpu==2.16.0.dev20231109  # Pin a working nightly until rc0.
+tf-nightly-cpu==2.16.0.dev20231221  # Pin a working nightly until rc0.
 
 # Torch cpu-only version.
 --extra-index-url https://download.pytorch.org/whl/cpu
diff --git a/requirements-tensorflow-cuda.txt b/requirements-tensorflow-cuda.txt
index a681ed9795..4f474709fc 100644
--- a/requirements-tensorflow-cuda.txt
+++ b/requirements-tensorflow-cuda.txt
@@ -1,6 +1,6 @@
 # Tensorflow with cuda support.
 --extra-index-url https://pypi.nvidia.com
-tf-nightly[and-cuda]==2.16.0.dev20231109  # Pin a working nightly until rc0.
+tf-nightly[and-cuda]==2.16.0.dev20231221  # Pin a working nightly until rc0.
 
 # Torch cpu-only version.
 --extra-index-url https://download.pytorch.org/whl/cpu
diff --git a/requirements-torch-cuda.txt b/requirements-torch-cuda.txt
index 1750ed7ad4..126cbf0c4c 100644
--- a/requirements-torch-cuda.txt
+++ b/requirements-torch-cuda.txt
@@ -1,10 +1,10 @@
 # Tensorflow cpu-only version.
-tf-nightly-cpu==2.16.0.dev20231109  # Pin a working nightly until rc0.
+tf-nightly-cpu==2.16.0.dev20231221  # Pin a working nightly until rc0.
 
 # Torch with cuda support.
 --extra-index-url https://download.pytorch.org/whl/cu118
-torch==2.1.0
-torchvision==0.16.0
+torch==2.1.2+cu118
+torchvision==0.16.2+cu118
 
 # Jax cpu-only version.
 jax[cpu]
diff --git a/requirements.txt b/requirements.txt
index e86475e503..3e6d3ee292 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 # Tensorflow.
-tf-nightly-cpu==2.16.0.dev20231109  # Pin a working nightly until rc0.
+tf-nightly-cpu==2.16.0.dev20231221  # Pin a working nightly until rc0.
 
 # Torch.
 --extra-index-url https://download.pytorch.org/whl/cpu