diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 000000000..fe6d0456a
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,70 @@
+name: CI
+
+on:
+  workflow_dispatch:
+  pull_request:
+  push:
+    branches:
+      - main
+
+concurrency:
+  # A PR number if a pull request and otherwise the commit hash. This cancels
+  # queued and in-progress runs for the same PR (presubmit) or commit
+  # (postsubmit). The workflow name is prepended to avoid conflicts between
+  # different workflows.
+  group: ${{ github.workflow }}-${{ github.event.number || github.sha }}
+  cancel-in-progress: true
+
+jobs:
+  test:
+    name: "Unit Tests and Type Checking"
+    strategy:
+      matrix:
+        version: [3.11]
+        os: [ubuntu-latest]
+    runs-on: ${{matrix.os}}
+    env:
+      PIP_CACHE_DIR: "${{ github.workspace }}/.pip-cache"
+    steps:
+      - name: "Setting up Python"
+        id: setup_python
+        uses: actions/setup-python@v3
+        with:
+          python-version: ${{matrix.version}}
+
+      - name: "Checkout Code"
+        uses: actions/checkout@v3
+
+      - name: Cache Pip Packages
+        uses: actions/cache@v4
+        id: cache-pip
+        with:
+          path: ${{ env.PIP_CACHE_DIR }}
+          key: pip-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('*requirements.txt') }}
+
+      - name: Install pip deps
+        run: |
+          python -m pip install --no-compile --upgrade pip
+          # Note: We install in three steps in order to satisfy requirements
+          # from non default locations first. Installing the PyTorch CPU
+          # wheels saves multiple minutes and a lot of bandwidth on runner setup.
+          pip install --no-compile -r pytorch-cpu-requirements.txt
+          pip install --no-compile -f https://iree.dev/pip-release-links.html --src deps \
+            -e "git+https://github.com/nod-ai/SHARK-Turbine.git#egg=SHARK-Turbine&subdirectory=core"
+          pip install --no-compile -r requirements.txt -e sharktank/ shortfin/
+
+      - name: Run sharktank tests
+        if: ${{ !cancelled() }}
+        run: |
+          pytest -n 4 sharktank/
+
+      - name: Run shortfin tests
+        if: ${{ !cancelled() }}
+        run: |
+          pytest -n 4 shortfin/
+
+      # TODO: Enable type checking of sharktank
+      - name: MyPy Type Checking Shortfin
+        if: ${{ !cancelled() }}
+        run: |
+          (cd shortfin && mypy)
diff --git a/.gitignore b/.gitignore
index ea43d0c69..b766af2d2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -18,6 +18,7 @@ build-*/
 # Python
 __pycache__
 _python_build/
+deps/
 dist/
 wheelhouse
 *.egg-info
diff --git a/README.md b/README.md
index 9ae8a7a73..d55654cd8 100644
--- a/README.md
+++ b/README.md
@@ -46,9 +46,12 @@ This assumes you have `SHARK-Turbine` checked out adjacent (note that for the
 moment we rely on pre-release versions, so installation is a bit harder).
 
 ```
-pip install -f https://iree.dev/pip-release-links.html -e ../SHARK-Turbine/core/
-pip install -e sharktank
-pip install -e shortfin
+# Clone and install editable SHARK-Turbine dep in deps/
+pip install -f https://iree.dev/pip-release-links.html --src deps \
+  -e "git+https://github.com/nod-ai/SHARK-Turbine.git#egg=SHARK-Turbine&subdirectory=core"
+
+# Install editable local projects.
+pip install -r requirements -e sharktank/ shortfin/
 ```
 
 ### Running Tests
diff --git a/requirements.txt b/requirements.txt
index 10cb883a6..49b948549 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,8 @@
-numpy>=1.26.3
-onnx>=1.15.0
-pytest>=8.0.0
-pytest-xdist>=3.5.0
+gguf==0.6.0
+numpy==1.26.3
+onnx==1.15.0
+pytest==8.0.0
+pytest-xdist==3.5.0
 mypy==1.8.0
 types-requests==2.31.0.20240125
 
diff --git a/turbine-requirements.txt b/turbine-requirements.txt
new file mode 100644
index 000000000..bd6ff6931
--- /dev/null
+++ b/turbine-requirements.txt
@@ -0,0 +1 @@
+-e "git+https://github.com/nod-ai/SHARK-Turbine.git#egg=SHARK-Turbine&subdirectory=core"