diff --git a/installation/yocto-embedded-linux.md b/installation/yocto-embedded-linux.md
index ccb135e72..9de20762c 100644
--- a/installation/yocto-embedded-linux.md
+++ b/installation/yocto-embedded-linux.md
@@ -1,16 +1,21 @@
-# Yocto / Embedded Linux
+# Yocto embedded Linux
 
-[Fluent Bit](https://fluentbit.io) source code provides Bitbake recipes to configure, build and package the software for a Yocto based image. Note that specific steps of usage of these recipes in your Yocto environment \(Poky\) is out of the scope of this documentation.
+[Fluent Bit](https://fluentbit.io) source code provides BitBake recipes to configure,
+build, and package the software for a Yocto-based image. Specific steps in the
+usage of these recipes in your Yocto environment (Poky) is out of the scope of this
+documentation.
 
-We distribute two main recipes, one for testing/dev purposes and other with the latest stable release.
+Fluent Bit distributes two main recipes, one for testing/dev purposes and
+one with the latest stable release.
 
 | Version | Recipe | Description |
 | :--- | :--- | :--- |
-| devel | [fluent-bit\_git.bb](https://github.com/fluent/fluent-bit/blob/master/fluent-bit_git.bb) | Build Fluent Bit from GIT master. This recipe aims to be used for development and testing purposes only. |
-| v1.8.11 | [fluent-bit\_1.8.11.bb](https://github.com/fluent/fluent-bit/blob/v1.8.11/fluent-bit_1.8.11.bb) | Build latest stable version of Fluent Bit. |
+| `devel` | [fluent-bit\_git.bb](https://github.com/fluent/fluent-bit/blob/master/fluent-bit_git.bb) | Build Fluent Bit from Git master. Use for development and testing purposes only. |
+| `v1.8.11` | [fluent-bit\_1.8.11.bb](https://github.com/fluent/fluent-bit/blob/v1.8.11/fluent-bit_1.8.11.bb) | Build latest stable version of Fluent Bit. |
 
-It's strongly recommended to always use the stable release of Fluent Bit recipe and not the one from GIT master for production deployments.
+It's strongly recommended to always use the stable release of the Fluent Bit recipe
+and not the one from Git master for production deployments.
 
 ## Fluent Bit and other architectures
 
-Fluent Bit >= v1.1.x fully supports x86\_64, x86, arm32v7 and arm64v8.
+Fluent Bit >= v1.1.x fully supports `x86_64`, `x86`, `arm32v7`, and `arm64v8`.
diff --git a/vale-styles/FluentBit/Spelling-exceptions.txt b/vale-styles/FluentBit/Spelling-exceptions.txt
index 7bcd9f212..d0197c7a3 100644
--- a/vale-styles/FluentBit/Spelling-exceptions.txt
+++ b/vale-styles/FluentBit/Spelling-exceptions.txt
@@ -9,6 +9,7 @@ autoscaler
 autoscaling
 backoff
 backpressure
+BitBake
 Blackhole
 blocklist
 Buildkite
@@ -183,6 +184,7 @@ Vivo
 VMs
 Wavefront
 Worldmap
+Yocto
 Zipkin
 Zsh
 Zstandard