diff --git a/docs/docs/development/local-toolchain/build-flash.mdx b/docs/docs/development/local-toolchain/build-flash.mdx
index 33cd0d71b651..62029f614c39 100644
--- a/docs/docs/development/local-toolchain/build-flash.mdx
+++ b/docs/docs/development/local-toolchain/build-flash.mdx
@@ -72,55 +72,45 @@ with an onboard MCU or one that uses an MCU board add-on.
 
 For creating a build system, the `west build` command uses
 [CMake](https://cmake.org/). This allows for additional arguments to be added to
-its invocations. There are two possible ways to do that.
+its invocations.
 
-<Tabs defaultValue="oneTime"
-      values={[
-        {label: 'One-Time', value: 'oneTime'},
-        {label: 'Permanent', value: 'permanent'}
-      ]}>
-  <TabItem value="oneTime">
-    The simplest way to use CMake arguments is by adding `--` after the
-    `west build` command and listing them afterward. For example, the
-    above-shown command for building a keyboard with an MCU board add-on uses
-    them in the form of `-DSHIELD=kyra_left`.
+The simplest of doing this is by adding `--` after the `west build` command and
+listing the CMake arguments afterward. For example, the above-shown command for
+building a keyboard with an MCU board add-on uses them in the form of
+`-DSHIELD=kyra_left`.
 
-    :::tip
-    Once the first generation of the build directory using one-time CMake
-    arguments is done, you can execute subsequent builds by using:
+:::tip
+Once the first generation of the build directory using one-time CMake
+arguments is done, you can execute subsequent builds by using:
 
-    ```sh
-    west build -d <build_dir>
-    ```
-    :::
+```sh
+west build -d <build_dir>
+```
 
-  </TabItem>
-  <TabItem value="permanent">
-    The `west build` command can be configured using
-    [`west config`](https://docs.zephyrproject.org/3.5.0/develop/west/config.html#west-config-cmd).
-    This makes it possible to add permanent CMake arguments, which are invoked
-    whenever a new build system is generated. To do this, we make use of its
-    `build.cmake-args` configuration option.
+:::
 
-    ```sh
-    west config build.cmake-args -- -DSHIELD=kyra_left
-    ```
+Furthermore, it is possible to configure `west build` by using
+[`west config`](https://docs.zephyrproject.org/3.5.0/develop/west/config.html#west-config-cmd).
+This makes it possible to add permanent CMake arguments, which are invoked
+whenever a new build system is generated. To do this, we make use of its
+`build.cmake-args` configuration option.
 
-    For adding multiple arguments a string can be used:
+```sh
+west config build.cmake-args -- -DSHIELD=kyra_left
+```
 
-    ```sh
-    west config build.cmake-args \
-      -- "-DSHIELD=kyra_left -DZMK_CONFIG=/absolute/path/to/zmk-config"
-    ```
+For adding multiple arguments a string can be used:
 
-    :::note
-    New build systems are only generated with `west build` when they are
-    currently is non-available. Therefore, either delete the build directory or
-    do a **pristine build**.
-    :::
+```sh
+west config build.cmake-args \
+  -- "-DSHIELD=kyra_left -DZMK_CONFIG=/absolute/path/to/zmk-config"
+```
 
-  </TabItem>
-</Tabs>
+:::note
+New build systems are only generated with `west build` when they are
+currently is non-available. Therefore, either delete the build directory or
+do a **pristine build**.
+:::
 
 ### Pristine Building
 
diff --git a/docs/docs/development/local-toolchain/setup/container.mdx b/docs/docs/development/local-toolchain/setup/container.mdx
index dd857ba66244..5f3c2cf76223 100644
--- a/docs/docs/development/local-toolchain/setup/container.mdx
+++ b/docs/docs/development/local-toolchain/setup/container.mdx
@@ -59,8 +59,8 @@ git clone https://github.com/zmkfirmware/zmk.git
 
 ## Creating Volumes
 
-In case you have a `zmk-config` or want to build with additional modules, it is
-necessary to first make them available by creating volumes.
+To build from a `zmk-config` or with additional modules, it is necessary to
+first make them available by creating volumes.
 
 <Tabs
   groupId="container"
@@ -105,13 +105,11 @@ necessary to first make them available by creating volumes.
   </TabItem>
 </Tabs>
 
-:::tip
 Once this is done, you can refer to the `zmk-config` with
 `/workspace/zmk-config` and `/workspace/zmk-modules` to the modules instead of
 using their full path like it is shown in the
 [build commands](../build-flash.mdx), since these are the locations they were
 mounted to in the container.
-:::
 
 :::note
 When changing the configuration or modules directory, new volumes have to be
@@ -257,11 +255,6 @@ west init -l app/ # Initialization
 west update       # Update modules
 ```
 
-:::tip
-This step pulls down quite a bit of tooling, be patient!
-:::
-
-:::note
 If you are using a Docker-based approach, you have to restart the container at
 this point. Stopping it is possible with these commands.
 
@@ -269,5 +262,3 @@ this point. Stopping it is possible with these commands.
 docker ps                    # List containers
 docker stop "<container-id>" # Stop the container
 ```
-
-:::