diff --git a/docs/guides/driver_manager.md b/docs/guides/driver_manager.md
index 09e30e3d..987297f2 100644
--- a/docs/guides/driver_manager.md
+++ b/docs/guides/driver_manager.md
@@ -59,6 +59,20 @@ The best place to find detailed information on driver manager installation is al
 
         ```
 
+=== "C#/.NET"
+
+    ===+ ".NET ≤ 9"
+
+        ```console
+        $ dotnet add package Apache.Arrow.Adbc
+        ```
+
+    === ".NET ≥ 10"
+
+        ```console
+        $ dotnet package add Apache.Arrow.Adbc
+        ```
+
 === "Go"
 
     ```console
diff --git a/docs/index.md b/docs/index.md
index 453aa5e7..b781f8ec 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -22,7 +22,9 @@ limitations under the License.
 
 dbc is the command-line tool for installing and managing [ADBC](https://arrow.apache.org/adbc) drivers. Get up and running with ADBC in just three steps:
 
-<br/>1. Install dbc (see [Installation](./getting_started/installation.md) for more options):
+<div class="quickstart-panel" markdown="1">
+
+<br/><span class="quickstart-step-number">1</span> Install dbc (see [Installation](./getting_started/installation.md) for more options):
 
 === "Linux/macOS shell"
 
@@ -73,7 +75,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ brew install columnar-tech/tap/dbc
     ```
 
-<br/>2. Use dbc to install drivers:
+<br/><span class="quickstart-step-number">2</span> Use dbc to install drivers:
 
 === "BigQuery"
 
@@ -81,7 +83,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install bigquery
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -91,6 +93,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "bigquery", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("bigquery");
+        ```
+
     === "Go"
 
         ```go
@@ -165,7 +175,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install --pre cassandra
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -175,6 +185,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "cassandra", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("cassandra");
+        ```
+
     === "Go"
 
         ```go
@@ -249,7 +267,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install chdb
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -259,6 +277,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "chdb", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("chdb");
+        ```
+
     === "Go"
 
         ```go
@@ -333,7 +359,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install clickhouse
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -343,6 +369,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "clickhouse", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("clickhouse");
+        ```
+
     === "Go"
 
         ```go
@@ -417,7 +451,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install databricks
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -427,6 +461,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "databricks", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("databricks");
+        ```
+
     === "Go"
 
         ```go
@@ -501,7 +543,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install datafusion
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -511,6 +553,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "datafusion", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("datafusion");
+        ```
+
     === "Go"
 
         ```go
@@ -585,7 +635,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install duckdb
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -595,6 +645,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "duckdb", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("duckdb");
+        ```
+
     === "Go"
 
         ```go
@@ -669,7 +727,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install exasol
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -679,6 +737,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "exasol", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("exasol");
+        ```
+
     === "Go"
 
         ```go
@@ -753,7 +819,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install flightsql
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -763,6 +829,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "flightsql", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("flightsql");
+        ```
+
     === "Go"
 
         ```go
@@ -837,7 +911,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install mssql
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -847,6 +921,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "mssql", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("mssql");
+        ```
+
     === "Go"
 
         ```go
@@ -921,7 +1003,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install mysql
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -931,6 +1013,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "mysql", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("mysql");
+        ```
+
     === "Go"
 
         ```go
@@ -1009,7 +1099,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
 
         Oracle is currently available as a private driver. Before installing and using it, run `dbc auth login` and start a trial license in Columnar Console. See [Private Drivers](./guides/private_drivers.md) for details.
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1019,6 +1109,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "oracle", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("oracle");
+        ```
+
     === "Go"
 
         ```go
@@ -1093,7 +1191,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install postgresql
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1103,6 +1201,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "postgresql", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("postgresql");
+        ```
+
     === "Go"
 
         ```go
@@ -1177,7 +1283,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install --pre presto
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1187,6 +1293,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "presto", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("presto");
+        ```
+
     === "Go"
 
         ```go
@@ -1261,7 +1375,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install --pre quack
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1271,6 +1385,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "quack", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("quack");
+        ```
+
     === "Go"
 
         ```go
@@ -1345,7 +1467,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install redshift
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1355,6 +1477,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "redshift", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("redshift");
+        ```
+
     === "Go"
 
         ```go
@@ -1429,7 +1559,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install --pre singlestore
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1439,6 +1569,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "singlestore", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("singlestore");
+        ```
+
     === "Go"
 
         ```go
@@ -1513,7 +1651,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install snowflake
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1523,6 +1661,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "snowflake", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("snowflake");
+        ```
+
     === "Go"
 
         ```go
@@ -1597,7 +1743,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install spark
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1607,6 +1753,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "spark", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("spark");
+        ```
+
     === "Go"
 
         ```go
@@ -1681,7 +1835,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install sqlite
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1691,6 +1845,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "sqlite", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("sqlite");
+        ```
+
     === "Go"
 
         ```go
@@ -1769,7 +1931,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
 
         Teradata is currently available as a private driver. Before installing and using it, run `dbc auth login` and start a trial license in Columnar Console. See [Private Drivers](./guides/private_drivers.md) for details.
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1779,6 +1941,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "teradata", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("teradata");
+        ```
+
     === "Go"
 
         ```go
@@ -1853,7 +2023,7 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
     $ dbc install trino
     ```
 
-    <br/>3. [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
+    <br/><span class="quickstart-step-number">3</span> [Install a driver manager](./guides/driver_manager.md) and load drivers in any supported language:
 
     === "C++"
 
@@ -1863,6 +2033,14 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         AdbcDatabaseSetOption(&database, "driver", "trino", &error)
         ```
 
+    === "C#"
+
+        ```csharp
+        using Apache.Arrow.Adbc.DriverManager;
+
+        using var driver = AdbcDriverManager.FindLoadDriver("trino");
+        ```
+
     === "Go"
 
         ```go
@@ -1931,7 +2109,9 @@ dbc is the command-line tool for installing and managing [ADBC](https://arrow.ap
         let mut driver = ManagedDriver::load_from_name("trino", ... )
         ```
 
-<br/>For a more detailed walkthrough on how to use dbc, check out our [First Steps](./getting_started/first_steps.md) page or any of our [Guides](./guides/index.md).
+</div>
+
+For a more detailed walkthrough on how to use dbc, check out our [First Steps](./getting_started/first_steps.md) page or any of our [Guides](./guides/index.md).
 
 ## Features
 
diff --git a/docs/stylesheets/extra.css b/docs/stylesheets/extra.css
index 323d84cb..eeb62379 100644
--- a/docs/stylesheets/extra.css
+++ b/docs/stylesheets/extra.css
@@ -1,6 +1,91 @@
+[data-md-color-scheme="default"] {
+  --dbc-quickstart-bg-color: rgb(249, 250, 251);
+  --dbc-quickstart-border-color: rgb(229, 231, 235);
+  --dbc-quickstart-code-bg-color: rgb(236, 239, 242);
+}
+
 [data-md-color-scheme="slate"] {
   --md-default-bg-color: rgb(33, 33, 33);
   --md-code-bg-color: rgb(45, 45, 45);
+  --dbc-quickstart-bg-color: rgb(38, 38, 38);
+  --dbc-quickstart-border-color: rgb(57, 57, 57);
+  --dbc-quickstart-code-bg-color: rgb(52, 52, 52);
+}
+
+.quickstart-panel {
+  --dbc-quickstart-inline-padding: 1.1rem;
+  --dbc-quickstart-step-content-inset: 0rem;
+  --md-code-bg-color: var(--dbc-quickstart-code-bg-color);
+  background-color: var(--dbc-quickstart-bg-color);
+  border: 0.05rem solid var(--dbc-quickstart-border-color);
+  border-radius: 0.3rem;
+  margin: 1.4rem 0 1.8rem;
+  padding: 1rem var(--dbc-quickstart-inline-padding) 1.1rem;
+}
+
+.quickstart-panel > :first-child {
+  margin-top: 0;
+}
+
+.quickstart-panel > :last-child {
+  margin-bottom: 0;
+}
+
+.quickstart-panel p > br:first-child {
+  display: none;
+}
+
+.quickstart-panel .tabbed-control {
+  background: linear-gradient(
+    to right,
+    var(--dbc-quickstart-bg-color) 60%,
+    transparent
+  );
+}
+
+.quickstart-panel .tabbed-control--next {
+  background: linear-gradient(
+    to left,
+    var(--dbc-quickstart-bg-color) 60%,
+    transparent
+  );
+}
+
+.quickstart-panel > .tabbed-set + p,
+.quickstart-panel > .tabbed-set:last-child > .tabbed-content > .tabbed-block > p {
+  --dbc-quickstart-step-content-inset: var(--dbc-quickstart-inline-padding);
+  border-top: 0.05rem solid var(--dbc-quickstart-border-color);
+  margin-inline: calc(0rem - var(--dbc-quickstart-inline-padding));
+  margin-top: 0.8rem;
+  padding-inline: var(--dbc-quickstart-inline-padding);
+  padding-top: 0.8rem;
+}
+
+.quickstart-panel > p:first-child,
+.quickstart-panel > .tabbed-set + p,
+.quickstart-panel > .tabbed-set:last-child > .tabbed-content > .tabbed-block > p {
+  font-weight: 400;
+  padding-inline-start: calc(
+    var(--dbc-quickstart-step-content-inset) + 1.75rem
+  );
+}
+
+.quickstart-step-number {
+  align-items: center;
+  background-color: var(--dbc-quickstart-border-color);
+  border-radius: 50%;
+  color: var(--md-default-fg-color);
+  display: inline-flex;
+  font-size: 0.72rem;
+  font-weight: 700;
+  height: 1.2rem;
+  justify-content: center;
+  line-height: 1;
+  margin-inline-end: 0.35rem;
+  margin-inline-start: -1.75rem;
+  transform: translateY(-0.05rem);
+  vertical-align: middle;
+  width: 1.2rem;
 }
 
 /* since_version badge styling. see macros.py */
@@ -31,6 +116,36 @@ and won't show up highlighted as purple. */
   color: inherit;
 }
 
+/* Material for MkDocs only ships tab selectors for the first 20 tabs. The
+driver picker has 22, so extend the theme rules for Teradata and Trino. */
+@media screen {
+  .md-typeset .tabbed-set > input:nth-child(21):checked ~ .tabbed-labels > :nth-child(21),
+  .md-typeset .tabbed-set > input:nth-child(22):checked ~ .tabbed-labels > :nth-child(22) {
+    color: var(--md-default-fg-color);
+  }
+
+  .md-typeset .no-js .tabbed-set > input:nth-child(21):checked ~ .tabbed-labels > :nth-child(21),
+  .md-typeset .no-js .tabbed-set > input:nth-child(22):checked ~ .tabbed-labels > :nth-child(22),
+  .md-typeset [role="dialog"] .tabbed-set > input:nth-child(21):checked ~ .tabbed-labels > :nth-child(21),
+  .md-typeset [role="dialog"] .tabbed-set > input:nth-child(22):checked ~ .tabbed-labels > :nth-child(22),
+  .no-js .md-typeset .tabbed-set > input:nth-child(21):checked ~ .tabbed-labels > :nth-child(21),
+  .no-js .md-typeset .tabbed-set > input:nth-child(22):checked ~ .tabbed-labels > :nth-child(22),
+  [role="dialog"] .md-typeset .tabbed-set > input:nth-child(21):checked ~ .tabbed-labels > :nth-child(21),
+  [role="dialog"] .md-typeset .tabbed-set > input:nth-child(22):checked ~ .tabbed-labels > :nth-child(22) {
+    border-color: var(--md-default-fg-color);
+  }
+}
+
+.md-typeset .tabbed-set > input:nth-child(21).focus-visible ~ .tabbed-labels > :nth-child(21),
+.md-typeset .tabbed-set > input:nth-child(22).focus-visible ~ .tabbed-labels > :nth-child(22) {
+  color: var(--md-accent-fg-color);
+}
+
+.md-typeset .tabbed-set > input:nth-child(21):checked ~ .tabbed-content > :nth-child(21),
+.md-typeset .tabbed-set > input:nth-child(22):checked ~ .tabbed-content > :nth-child(22) {
+  display: block;
+}
+
 /* Hide the site name in the header... */
 .md-header__title .md-header__topic:first-of-type {
   display: none !important;
diff --git a/mkdocs.yml b/mkdocs.yml
index 5483dc00..8b818b2f 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -22,6 +22,7 @@ copyright: Copyright &copy; <a href="https://columnar.tech">2026 Columnar Techno
 markdown_extensions:
   - admonition
   - def_list
+  - md_in_html
   - pymdownx.highlight:
       anchor_linenums: true
       line_spans: __span