diff --git a/hooli_data_eng/resources/__init__.py b/hooli_data_eng/resources/__init__.py
new file mode 100644
index 00000000..647cd911
--- /dev/null
+++ b/hooli_data_eng/resources/__init__.py
@@ -0,0 +1,126 @@
+import os
+
+from dagster import EnvVar, FilesystemIOManager, ResourceDefinition
+from dagster._utils import file_relative_path
+from dagster_aws.s3 import ConfigurablePickledObjectS3IOManager, S3Resource
+from dagster_dbt import DbtCliClientResource
+from dagster_duckdb_pandas import DuckDBPandasIOManager
+from dagster_pyspark import pyspark_resource
+from dagster_snowflake_pandas import SnowflakePandasIOManager
+from dagstermill import ConfigurableLocalOutputNotebookIOManager
+
+from hooli_data_eng.resources.api import RawDataAPI
+from hooli_data_eng.resources.databricks import db_step_launcher
+from hooli_data_eng.resources.dbt import DbtCli2 as DbtCli
+#from hooli_data_eng.resources.warehouse import MySnowflakeIOManager as SnowflakePandasIOManager
+from hooli_data_eng.resources.sensor_file_managers import s3FileSystem, LocalFileSystem
+from hooli_data_eng.resources.sensor_smtp import LocalEmailAlert, SESEmailAlert
+
+
+# Resources represent external systems and, and specifically IO Managers
+# tell dagster where our assets should be materialized. In dagster
+# resources are separate from logical code to make it possible
+# to develop locally, run tests, and run integration tests
+#
+# This project is designed for everything to run locally
+# using the file system and DuckDB as the primary development resources
+#
+# PRs use a "branch" environment that mirrors production with
+# staging Snowflake and S3 resources
+#
+# The production deployment on Dagster Cloud uses production Snowflake
+# and S3 resources
+
+def get_env():
+    if os.getenv("DAGSTER_CLOUD_IS_BRANCH_DEPLOYMENT", "") == "1":
+        return "BRANCH"
+    if os.getenv("DAGSTER_CLOUD_DEPLOYMENT_NAME", "") == "data-eng-prod":
+        return "PROD"
+    return "LOCAL"
+
+
+# The dbt file dbt_project/config/profiles.yaml
+# specifies what databases to targets, and locally will
+# execute against a DuckDB
+
+DBT_PROJECT_DIR = file_relative_path(__file__, "../../dbt_project")
+DBT_PROFILES_DIR = file_relative_path(__file__, "../../dbt_project/config")
+
+# Similar to having different dbt targets, here we create the resource
+# configuration by environment
+
+resource_def = {
+    "LOCAL": {
+        "io_manager": DuckDBPandasIOManager(
+            database=os.path.join(DBT_PROJECT_DIR, "example.duckdb")
+        ),
+        "model_io_manager": FilesystemIOManager(),
+        "output_notebook_io_manager": ConfigurableLocalOutputNotebookIOManager(),
+        "api": RawDataAPI.configure_at_launch(),
+        "s3": ResourceDefinition.none_resource(),
+        "dbt": DbtCliClientResource(
+            project_dir=DBT_PROJECT_DIR, profiles_dir=DBT_PROFILES_DIR, target="LOCAL"
+        ),
+        "dbt2": DbtCli(project_dir=DBT_PROJECT_DIR, profiles_dir=DBT_PROFILES_DIR, target="LOCAL"),
+        "pyspark": pyspark_resource,
+        "step_launcher": ResourceDefinition.none_resource(),
+        "monitor_fs": LocalFileSystem(base_dir=file_relative_path(__file__, ".")),
+        "email": LocalEmailAlert(
+            smtp_email_to=["data@awesome.com"], smtp_email_from="no-reply@awesome.com"
+        ),
+    },
+    "BRANCH": {
+        "io_manager": SnowflakePandasIOManager(
+            database="DEMO_DB2_BRANCH",
+            account=EnvVar("SNOWFLAKE_ACCOUNT"),
+            user=EnvVar("SNOWFLAKE_USER"),
+            password=EnvVar("SNOWFLAKE_PASSWORD"),
+            warehouse="TINY_WAREHOUSE",
+        ),
+        "model_io_manager": ConfigurablePickledObjectS3IOManager(
+            s3_bucket="hooli-demo-branch",
+            s3_resource=S3Resource(region_name="us-west-2"),
+        ),
+        "output_notebook_io_manager": ConfigurableLocalOutputNotebookIOManager(),
+        "api": RawDataAPI.configure_at_launch(),
+        "dbt": DbtCliClientResource(
+            project_dir=DBT_PROJECT_DIR, profiles_dir=DBT_PROFILES_DIR, target="BRANCH"
+        ),
+        "dbt2": DbtCli(project_dir=DBT_PROJECT_DIR, profiles_dir=DBT_PROFILES_DIR, target="BRANCH"),
+        "pyspark": pyspark_resource,
+        "step_launcher": db_step_launcher,
+        "monitor_fs": s3FileSystem(
+            region_name="us-west-2", s3_bucket="hooli-demo-branch"
+        ),
+        "email": ResourceDefinition.none_resource(),
+    },
+    "PROD": {
+        "io_manager": SnowflakePandasIOManager(
+            database="DEMO_DB2",
+            account=EnvVar("SNOWFLAKE_ACCOUNT"),
+            user=EnvVar("SNOWFLAKE_USER"),
+            password=EnvVar("SNOWFLAKE_PASSWORD"),
+            warehouse="TINY_WAREHOUSE",
+        ),
+        "model_io_manager": ConfigurablePickledObjectS3IOManager(
+            s3_bucket="hooli-demo-branch",
+            s3_resource=S3Resource(region_name="us-west-2"),
+        ),
+        "output_notebook_io_manager": ConfigurableLocalOutputNotebookIOManager(),
+        "api": RawDataAPI.configure_at_launch(),
+        "dbt": DbtCliClientResource(
+            project_dir=DBT_PROJECT_DIR, profiles_dir=DBT_PROFILES_DIR, target="PROD"
+        ),
+        "dbt2": DbtCli(project_dir=DBT_PROJECT_DIR, profiles_dir=DBT_PROFILES_DIR, target="PROD"),
+        "pyspark": pyspark_resource,
+        "step_launcher": db_step_launcher,
+        "monitor_fs": s3FileSystem(region_name="us-west-2", s3_bucket="hooli-demo"),
+        "email": SESEmailAlert(
+            smtp_host="email-smtp.us-west-2.amazonaws.com",
+            smtp_email_from="lopp@elementl.com",
+            smtp_email_to=["lopp@elementl.com"],
+            smtp_username=EnvVar("SMTP_USERNAME"),
+            smtp_password=EnvVar("SMTP_PASSWORD"),
+        ),
+    },
+}
\ No newline at end of file