diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 00000000..f0f9eb47
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,56 @@
+// For format details, see https://aka.ms/devcontainer.json. For config options, see the
+// README at: https://github.com/devcontainers/templates/tree/main/src/python
+{
+	"name": "dbt-databricks",
+	// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
+	"image": "mcr.microsoft.com/devcontainers/python:1-3.12-bullseye",
+	"features": {
+		"ghcr.io/devcontainers-extra/features/hatch:2": {}
+	},
+	"postStartCommand": "./.devcontainer/initialize.sh",
+	"customizations": {
+		"vscode": {
+			"extensions": [
+				"ms-python.python",
+				"charliermarsh.ruff",
+				"ms-python.mypy-type-checker"
+			],
+			"settings": {
+				"editor.formatOnSave": true,
+				"editor.formatOnType": true,
+				"editor.rulers": [
+					100
+				],
+				"files.exclude": {
+					".hatch": true,
+					".mypy_cache": true,
+					".pytest_cache": true,
+					"**/__pycache__": true
+				},
+				"python.analysis.diagnosticMode": "workspace",
+				"python.analysis.enablePytestSupport": true,
+				"python.defaultInterpreterPath": ".hatch/bin/python",
+				"python.envFile": "test.env",
+				"python.testing.pytestEnabled": true,
+				"python.languageServer": "Pylance",
+				"ruff.fixAll": true,
+				"ruff.format.args": [
+					"--config=pyproject.toml"
+				],
+				"ruff.lint.args": [
+					"--config=pyproject.toml"
+				],
+				"[python]": {
+					"editor.defaultFormatter": "charliermarsh.ruff",
+					"editor.codeActionsOnSave": {
+						"source.organizeImports": "always",
+						"source.fixAll": "always"
+					}
+				},
+			}
+		}
+	},
+	"containerEnv": {
+		"WORKSPACE_FOLDER": "${containerWorkspaceFolder}"
+	}
+}
\ No newline at end of file
diff --git a/.devcontainer/initialize.sh b/.devcontainer/initialize.sh
new file mode 100755
index 00000000..ec38c1c4
--- /dev/null
+++ b/.devcontainer/initialize.sh
@@ -0,0 +1,14 @@
+#!/usr/bin/env bash
+set -x
+
+# Create the Hatch environment
+hatch env create
+
+# Install pre-commit
+(hatch run setup-precommit && pre-commit gc) &
+
+# Set up test.env file if it does not already exist
+if test -f ${WORKSPACE_FOLDER}/test.env; then
+    cp ${WORKSPACE_FOLDER}/test.env.example ${WORKSPACE_FOLDER}/test.env
+fi
+
diff --git a/.gitignore b/.gitignore
index 0725a26b..5cf4a003 100644
--- a/.gitignore
+++ b/.gitignore
@@ -20,3 +20,4 @@ logs/
 *.sublime*
 .python-version
 .hatch
+databricks_demo
diff --git a/CONTRIBUTING.MD b/CONTRIBUTING.MD
index 46c86437..79b246c7 100644
--- a/CONTRIBUTING.MD
+++ b/CONTRIBUTING.MD
@@ -50,11 +50,7 @@ We follow [PEP 8](https://www.python.org/dev/peps/pep-0008/) with one exception:
 
 ### Linting
 
-This project uses [Black](https://pypi.org/project/black/), [flake8](https://flake8.pycqa.org/en/latest/), and [mypy](https://www.mypy-lang.org/) for linting and static type checks. Run all three with the `linter` command and commit before opening your pull request.
-
-```
-tox -e linter
-```
+This project uses [Ruff](https://docs.astral.sh/ruff/) and [mypy](https://www.mypy-lang.org/) for linting and static type checks.
 
 To simplify reviews you can commit any format changes in a separate commit.
 
@@ -118,21 +114,21 @@ If you set your `user.name` and `user.email` git configs, you can sign your comm
 Unit tests do not require a Databricks account. Please confirm that your pull request passes our unit test suite before opening a pull request.
 
 ```bash
-tox -e unit
+hatch run unit
 ```
 
 ## Functional Tests
 
 Functional tests require a Databricks account with access to a workspace containing three specific compute resources as detailed below.
-The `tox` commands to run each set of these tests appear below:
+The `hatch` commands to run each set of these tests appear below:
 
-| Compute Type        | Unity Catalog | Command                                         |
-| ------------------- | ------------- | ----------------------------------------------- |
-| SQL Warehouse       | Yes           | `tox -e integration-databricks-uc-sql-endpoint` |
-| All Purpose Cluster | Yes           | `tox -e integration-databricks-uc-cluster`      |
-| All Purpose         | No            | `tox -e integration-databricks-cluster`         |
+| Compute Type        | Unity Catalog | Command                    |
+| ------------------- | ------------- | -------------------------- |
+| SQL Warehouse       | Yes           | `hatch run sqlw-e2e`       |
+| All Purpose Cluster | Yes           | `hatch run uc-cluster-e2e` |
+| All Purpose         | No            | `hatch run cluster-e2e`    |
 
-These tests are configured with environment variables that `tox` reads from a file called [test.env](/test.env.example) which you can copy from the example:
+These tests are configured with environment variables that `hatch` reads from a file called [test.env](/test.env.example) which you can copy from the example:
 
 ```sh
 cp test.env.example test.env