Anchors not working with -
diff --git a/SUMMARY.md b/SUMMARY.md
index c0e0723..a9443d7 100644
--- a/SUMMARY.md
+++ b/SUMMARY.md
@@ -5,10 +5,10 @@
     * [DAFSE](ch1_main_components/components.md#DAFSE)
     * [Toolbox](ch1_main_components/components.md#Toolbox)
     * [Engine](ch1_main_components/components.md#Engine)
-    * [Engine Executor](ch1_main_components/components.md#Engine-Executor)
+    * [Engine Executor](ch1_main_components/components.md#engine-executor)
     * [Artefacts](ch1_main_components/components.md#Artefacts)
     * [Marvin Notebook Extension](ch1-main-components/components.md#Marvin-Notebook-Extension)
-    * [ToolBox](ch1-main-components/components.md#Toolbox)
+    * [Toolbox](ch1-main-components/components.md#Toolbox)
 * [Installing Marvin](ch2_toolbox_installation/overview.md)
 	* [Ubuntu (Debian) Installation](ch2_toolbox_installation/ubuntu.md)
 	* [MacOS Installation](ch2_toolbox_installation/mac.md)
diff --git a/ch1_main_components/components.md b/ch1_main_components/components.md
index 24f65b1..40f578d 100644
--- a/ch1_main_components/components.md
+++ b/ch1_main_components/components.md
@@ -18,7 +18,7 @@
 
 The Engine is the Marvin application, the result of user's implementation, including code, datasets(artifacts), models, etc. We have some [engine examples on github](https://github.com/marvin-ai/marvin-public-engines) and you could install them like described in [Running an example engine](get_started/engine_examples.md)
 
-# Engine-Executor
+# Engine Executor
 
 The [engine executor](https://github.com/marvin-ai/marvin-engine-executor) is the component responsible for coordinating execution of the steps (Actions) in a Marvin engine. The engine-executor is able to communicate with engines through the gRPC protocol.