diff --git a/.github/workflows/cloud_run.yml b/.github/workflows/cloud_run.yml
deleted file mode 100644
index d9d6af4..0000000
--- a/.github/workflows/cloud_run.yml
+++ /dev/null
@@ -1,62 +0,0 @@
-name: Cloud Run Website
-
-on:
-  push:
-    branches: [master]
-  pull_request:
-    branches: [master]
-
-env:
-  #TODO(developer): update PROJECT_ID, REGION, IMAGE
-  PROJECT_ID: "dvc-demo-297316"
-  REGION: "us-central1"
-  IMAGE: "dbt-docs-cloud-run"
-  DBT_PROFILES_DIR: ./
-  DBT_GOOGLE_BIGQUERY_KEYFILE: ./service_account.json
-
-jobs:
-  setup-build-deploy:
-    name: Setup, Build, and Deploy
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v2
-
-      # Setup gcloud CLI
-      - uses: GoogleCloudPlatform/github-actions/setup-gcloud@master
-        with:
-          version: "296.0.0"
-          service_account_key: ${{secrets.DBT_GOOGLE_BIGQUERY_KEYFILE}}
-
-      # Setup dbt configs
-      - uses: actions/setup-python@v1
-        with:
-          python-version: "3.8.x"
-      - run: pip3 install -r ./requirements.txt
-      - run: dbt --version
-      - run: 'echo "$KEYFILE" > ./service_account.json' # persist file in root dir
-        shell: bash
-        env:
-          KEYFILE: ${{secrets.DBT_GOOGLE_BIGQUERY_KEYFILE}} # add a github secret
-      - run: dbt debug --target service_account_runs
-
-      # Build and push image to Google Container Registry
-      # gcloud builds submit CLI is NOT used as it does not persist dbt docs generation run beforehand
-      - name: Build and push to Google Container Registry
-        run: |-
-          dbt docs generate --target service_account_runs &&
-          docker build . --tag gcr.io/$PROJECT_ID/$IMAGE:$GITHUB_SHA &&
-          gcloud auth configure-docker --quiet &&
-          docker push gcr.io/$PROJECT_ID/$IMAGE:$GITHUB_SHA
-
-      # Deploy image to Cloud Run based on branch name
-      - name: Deploy-Live URL can be found HERE
-        run: |-
-          gcloud run deploy "$IMAGE-${GITHUB_REF##*/}" \
-            --quiet \
-            --project "$PROJECT_ID" \
-            --region "$REGION" \
-            --image "gcr.io/$PROJECT_ID/$IMAGE:$GITHUB_SHA" \
-            --platform "managed" \
-            --allow-unauthenticated
diff --git a/dbt_project.yml b/dbt_project.yml
index af3a07b..316286e 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -1,13 +1,13 @@
 name: "jaffle_shop"
 # Specify a requirement on an _exact_ version of dbt
-require-dbt-version: 0.19.0
+# require-dbt-version: 0.19.0
 version: 1.0.0
 config-version: 2
 profile: "jaffle_shop"
-source-paths: ["models"]
+model-paths: ["models"]
 analysis-paths: ["analysis"]
 test-paths: ["tests"]
-data-paths: ["data"]
+seed-paths: ["data"]
 macro-paths: ["macros"]
 snapshot-paths: ["snapshots"] # https://docs.getdbt.com/docs/snapshots#section-what-are-snapshots-
 
diff --git a/.github/workflows/dbt_operations.yml b/dbt_pull_request_job.yml
similarity index 84%
rename from .github/workflows/dbt_operations.yml
rename to dbt_pull_request_job.yml
index 75eec27..c112477 100644
--- a/.github/workflows/dbt_operations.yml
+++ b/dbt_pull_request_job.yml
@@ -8,9 +8,9 @@ on:
 
 env:
   #TODO(developer): update PROJECT_ID
-  PROJECT_ID: "dvc-demo-297316"
+  PROJECT_ID: "dbt-demo-386220"
   DBT_PROFILES_DIR: ./
-  DBT_GOOGLE_BIGQUERY_KEYFILE: ./service_account.json
+  GOOGLE_APPLICATION_CREDENTIALS: ./service_account.json
 
 jobs:
   dbt:
@@ -28,7 +28,7 @@ jobs:
       - run: 'echo "$KEYFILE" > ./service_account.json' # persist file in root dir
         shell: bash
         env:
-          KEYFILE: ${{secrets.DBT_GOOGLE_BIGQUERY_KEYFILE}} # add a github secret
+          KEYFILE: ${{secrets.GOOGLE_APPLICATION_CREDENTIALS}} # add a github secret
       # run actual dbt commands
       - run: dbt debug --target service_account_runs
       - run: dbt seed --full-refresh --show --target service_account_runs
diff --git a/models/sources/sources.yml b/models/sources/sources.yml
index 2a0bbf8..5eb7dc3 100644
--- a/models/sources/sources.yml
+++ b/models/sources/sources.yml
@@ -2,7 +2,7 @@ version: 2
 
 sources:
   - name: dbt_bq_example
-    database: "{{ env_var('PROJECT_ID', 'dvc-demo-297316') }}" 
+    database: "{{ env_var('PROJECT_ID', 'dbt-demo-386220') }}" 
     schema: dbt_bq_example
 
     freshness:
diff --git a/profiles.yml b/profiles.yml
index 07df366..7a09028 100644
--- a/profiles.yml
+++ b/profiles.yml
@@ -6,25 +6,12 @@ jaffle_shop:
   target: dev
   outputs:
     dev:
-      type: bigquery
-      method: oauth # for production runs: https://docs.getdbt.com/docs/profile-bigquery#section-service-account-file-authentication
-      project: "{{ env_var('PROJECT_ID', 'wam-bam-258119') }}" # parameterize project for dbt runs based on environment variable with default project
-      dataset: dbt_bq_example # You can also use "schema" here, can add env_var here if desired
-      threads: 8 # https://docs.getdbt.com/docs/configure-your-profile#section-understanding-threads
-      timeout_seconds: 300
-      location: US # Optional, one of US or EU
-      priority: interactive # interactive or batch
-
-    # use the below for service account authenticated dbt runs
-    service_account_runs:
       type: bigquery
       method: service-account # for production runs: https://docs.getdbt.com/docs/profile-bigquery#section-service-account-file-authentication
-      project: "{{ env_var('PROJECT_ID', 'wam-bam-258119') }}" # parameterize project for dbt runs based on environment variable with default project
-      dataset: dbt_bq_example # You can also use "schema" here
-      threads: 8 # https://docs.getdbt.com/docs/configure-your-profile#section-understanding-threads
-      keyfile: "{{ env_var('DBT_GOOGLE_BIGQUERY_KEYFILE', 'service_account.json') }}"
+      project: "{{ env_var('PROJECT_ID', 'dbt-demo-386220') }}" # parameterize project for dbt runs based on environment variable with default project
+      dataset: dbt_sung # You can also use "schema" here
+      threads: 24 # https://docs.getdbt.com/docs/configure-your-profile#section-understanding-threads
+      keyfile: "{{ env_var('GOOGLE_APPLICATION_CREDENTIALS', 'service_account.json') }}"
       timeout_seconds: 300
       location: US # Optional, one of US or EU
       priority: interactive # interactive or batch
-  config:
-    send_anonymous_usage_stats: False
diff --git a/requirements.txt b/requirements.txt
index 38e8ae6..856690a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1 @@
-dbt==0.19.0
\ No newline at end of file
+dbt-bigquery==1.6.5
\ No newline at end of file
diff --git a/snapshots/orders_snapshot.sql b/snapshots/orders_snapshot.sql
deleted file mode 100644
index e4a4bae..0000000
--- a/snapshots/orders_snapshot.sql
+++ /dev/null
@@ -1,27 +0,0 @@
-/*
-  This snapshot table will live in:
-    analytics.snapshots.orders_snapshot
-  Run with below command:
-    dbt snapshot
-
-  https://github.com/fishtown-analytics/dbt/issues/1599#issuecomment-510528614
-*/
-
-
-{% snapshot orders_snapshot %}
-
-    {{
-        config
-(
-          target_schema='dbt_bq_example',
-          unique_key='id',
-          
-          strategy='check',
-          check_cols=['status'],
-        )
-    }}
-
--- Pro-Tip: Use sources in snapshots!
-select * from {{ source('dbt_bq_example','raw_orders') }}
-    
-{% endsnapshot %}