diff --git a/docs/concepts/deployment-options.md b/docs/concepts/deployment-options.md
index 1aeea196..fa3e481b 100644
--- a/docs/concepts/deployment-options.md
+++ b/docs/concepts/deployment-options.md
@@ -39,7 +39,7 @@ If you're interested in learning more, please [reach out](/contact) and we can f
 - Your databases can be deployed to any cloud provider region you choose that offers three Availability Zones, even [regions](/docs/concepts/regions) that PlanetScale does not offer on our self-serve plans
 - You can continue to use the PlanetScale UI and CLI in the same way that you would our general self-serve offerings, but the infrastructure runs in an isolated environment
 - BAAs available for HIPAA compliance
-- In the [Managed offering](/blog/introducing-planetscale-managed) where you own the account, it is possible to establish private database connectivity via:
+- In the [Managed offering](/blog/introducing-planetscale-managed) where you own the account, you have private database connectivity via:
   - **AWS** — [AWS PrivateLink](https://aws.amazon.com/privatelink/) (recommended) or [VPC Peering](https://docs.aws.amazon.com/vpc/latest/peering/what-is-vpc-peering.html)
   - **GCP** — [Private Service Connect](https://cloud.google.com/vpc/docs/private-access-options)
 
diff --git a/docs/integrations/airbyte.md b/docs/integrations/airbyte.md
index cfd84b87..09bbd183 100644
--- a/docs/integrations/airbyte.md
+++ b/docs/integrations/airbyte.md
@@ -1,7 +1,7 @@
 ---
 title: 'Airbyte integration'
 subtitle: 'Extract, load, and transform your PlanetScale data with Airbyte.'
-date: '2023-07-27'
+date: '2023-10-27'
 meta:
   title: 'Connect with Airbyte ELT'
 ---
@@ -22,12 +22,12 @@ Only [Airbyte Open Source](https://docs.airbyte.com/quickstart/deploy-airbyte) s
 ### Set up Airbyte locally
 
 1. Install [Docker Desktop](https://www.docker.com/products/docker-desktop/).
-2. Clone the Airbyte repo and run Docker:
+2. Clone the Airbyte repo and run the startup script:
 
    ```bash
    git clone https://github.com/airbytehq/airbyte.git
    cd airbyte
-   docker-compose up
+   ./run-ab-platform.sh
    ```
 
 3. Open Airbyte in the browser at [http://localhost:8000](http://localhost:8000).
@@ -39,7 +39,8 @@ Now that Airbyte is running locally, let's set up the custom PlanetScale source.
 1. In the Airbyte dashboard, click "**Settings**" on the bottom left.
 2. Click "**Sources**" on the left sidebar.
 3. Click the "**New connector**" button.
-4. Fill in the connector values as follows:
+4. Click the "**Add a new Docker connector**" option.
+5. Fill in the connector values as follows:
 
 - **Connector display name**: PlanetScale
 - **Docker repository name**: planetscale/airbyte-source