diff --git a/spiceaidocs/docs/cli/reference/add.md b/spiceaidocs/docs/cli/reference/add.md
index 29a766e7..30a35a4c 100644
--- a/spiceaidocs/docs/cli/reference/add.md
+++ b/spiceaidocs/docs/cli/reference/add.md
@@ -1,5 +1,5 @@
 ---
-title: "Add"
+title: "add"
 sidebar_label: "add"
 pagination_prev: null
 pagination_next: null
diff --git a/spiceaidocs/docs/cli/reference/refresh.md b/spiceaidocs/docs/cli/reference/refresh.md
index b70621ba..d48b9931 100644
--- a/spiceaidocs/docs/cli/reference/refresh.md
+++ b/spiceaidocs/docs/cli/reference/refresh.md
@@ -1,5 +1,5 @@
 ---
-title: "Refresh"
+title: "refresh"
 sidebar_label: "refresh"
 pagination_prev: null
 pagination_next: null
diff --git a/spiceaidocs/docs/data-accelerators/duckdb.md b/spiceaidocs/docs/data-accelerators/duckdb.md
index bb90e0f4..4061e755 100644
--- a/spiceaidocs/docs/data-accelerators/duckdb.md
+++ b/spiceaidocs/docs/data-accelerators/duckdb.md
@@ -31,10 +31,10 @@ datasets:
 ```
 
 ## Limitations
-- Does not support schemas with [field types](https://duckdb.org/docs/sql/data_types): nested arrays/lists, UTF8/string arrays/lists, structs or map fields. For example:
+- The DuckDB accelerator does not support schemas with [field types](https://duckdb.org/docs/sql/data_types/overview): nested arrays/lists, UTF8/string arrays/lists, structs or map fields. For example:
   - Supported: 
     - `SELECT [1, 2, 3];`
-    - `SELECT ['1992-09-20 11:30:00.123456789', 'epoch'::TIMESTAMP]
+    - `SELECT ['1992-09-20 11:30:00.123456789', 'epoch'::TIMESTAMP]`
   - Unsupported:
     - `SELECT [['duck', 'goose', 'heron'], ['frog', 'toad']]`
     - `SELECT {'x': 1, 'y': 2, 'z': 3}`
diff --git a/spiceaidocs/docs/data-connectors/flightsql.md b/spiceaidocs/docs/data-connectors/flightsql.md
index 40b01799..789606c2 100644
--- a/spiceaidocs/docs/data-connectors/flightsql.md
+++ b/spiceaidocs/docs/data-connectors/flightsql.md
@@ -1,26 +1,26 @@
 ---
-title: 'FlightSQL Data Connector'
-sidebar_label: 'FlightSql Data Connector'
-description: 'FlightSQL Data Connector Documentation'
+title: 'Flight SQL Data Connector'
+sidebar_label: 'Flight SQL Data Connector'
+description: 'Flight SQL Data Connector Documentation'
 ---
 
 import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 
-Connect to any FlightSQL compatible server (e.g. Influx 3.0, CnosDB, other Spice runtimes!) as a connector for federated SQL queries.
+Connect to any Flight SQL compatible server (e.g. Influx 3.0, CnosDB, other Spice runtimes!) as a connector for federated SQL queries.
 
 ## `params`
 
-- `endpoint`: The Apache Flight endpoint used to connect to the FlightSQL server. 
+- `endpoint`: The Apache Flight endpoint used to connect to the Flight SQL server. 
 
 ## Auth
 
-Username and password credentials can be specified to connect to the FlightSQL server:
+Username and password credentials can be specified to connect to the Flight SQL server:
 
 - `username` (optional): The username to use in the underlying Apache flight Handshake Request to authenticate to the server (see [reference](https://arrow.apache.org/docs/format/Flight.html#authentication)). 
 - `password` (optional): The password to use in the underlying Apache flight Handshake Request to authenticate to the server (see [reference](https://arrow.apache.org/docs/format/Flight.html#authentication)). 
 
-By default FlightSQL connector will look for a secret named `flightsql` with keys `username` and `password`.
+By default Flight SQL connector will look for a secret named `flightsql` with keys `username` and `password`.
 
 Check [Secrets Stores](/secret-stores) for more details.
 
@@ -71,7 +71,7 @@ Check [Secrets Stores](/secret-stores) for more details.
     Add new keychain entry (macOS), with user and password in JSON string
 
     ```bash
-    security add-generic-password -l "FlightSQL Secret" \
+    security add-generic-password -l "Flight SQL Secret" \
     -a spiced -s spice_secret_flightsql \
     -w $(echo -n '{"username": "<flight_username>", "password": "<flight_password>"}')
     ```
diff --git a/spiceaidocs/docs/data-connectors/index.md b/spiceaidocs/docs/data-connectors/index.md
index aef19a05..d194b1f1 100644
--- a/spiceaidocs/docs/data-connectors/index.md
+++ b/spiceaidocs/docs/data-connectors/index.md
@@ -21,7 +21,7 @@ Currently supported Data Connectors include:
 | `flightsql`  | FlightSQL   | Alpha        | Arrow Flight SQL | `full`           | ❌               |
 | `snowflake`  | Snowflake   | Coming soon! | Arrow Flight SQL | `full`           | ❌               |
 | `bigquery`   | BigQuery    | Coming soon! | Arrow Flight SQL | `full`           | ❌               |
-| `mysql`      | MySQL       | Coming soon! |                  | `full`           | ❌               |
+| `mysql`      | MySQL       | Alpha        |                  | `full`           | ❌               |
 
 ## Data Connector Docs