diff --git a/dashboards-observability/public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md b/dashboards-observability/public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md
index a7ac63ece..2845d2273 100644
--- a/dashboards-observability/public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md
+++ b/dashboards-observability/public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md
@@ -17,35 +17,35 @@
 ![Embeddable API](../dev/images/Embeddable_API.png)
 
 * [Source](https://github.com/elastic/kibana/issues/19875)
-* [Code](https://github.com/elastic/kibana/tree/master/src/plugins/embeddable)
-* [README](https://github.com/elastic/kibana/blob/master/src/plugins/embeddable/README.md)
+* [Code](https://github.com/elastic/kibana/tree/main/src/plugins/embeddable)
+* [README](https://github.com/elastic/kibana/blob/main/src/plugins/embeddable/README.md)
 
 1. Visualizations, Saved Search and Dashboard embeddable are part of this API now.
 2. Embeddable Factory allows to create objects:
    1. with “.create()” menthod → needs input of data/source/query/time range explicitly
    2. with “.createFromSavedObject()” method → either inherits values from containers or takes from explicit input provided
 3. Each of the above has a implementation has to inherit an embeddable & Factory API like:
-   1. [Viz. Embeddable](https://github.com/elastic/kibana/blob/master/src/plugins/visualizations/public/embeddable/visualize_embeddable.ts) & [Factory](https://github.com/elastic/kibana/blob/master/src/plugins/visualizations/public/embeddable/visualize_embeddable_factory.tsx)
-   2. [Creating Custom Embeddable Example](https://github.com/elastic/kibana/blob/master/examples/embeddable_examples/public/multi_task_todo/multi_task_todo_embeddable.tsx) & [Factory](https://github.com/elastic/kibana/blob/master/examples/embeddable_examples/public/multi_task_todo/multi_task_todo_embeddable_factory.ts) by Value
-   3. [Creating Custom Embeddable Example](https://github.com/elastic/kibana/blob/master/examples/embeddable_examples/public/todo/todo_ref_embeddable.tsx) & [Factory](https://github.com/elastic/kibana/blob/master/examples/embeddable_examples/public/todo/todo_ref_embeddable_factory.tsx) by reference
-4. [Visualizations Embeddable API Code](https://github.com/streamich/kibana/tree/master/src/plugins/visualizations/public/embeddable)
-5. [Dashboard Container](https://github.com/elastic/kibana/blob/master/src/plugins/dashboard/public/application/embeddable/dashboard_container.tsx) is exposed as an embeddable - to have multiple embeddable in a GRID like structure just like the Dashboard Plugin.
+   1. [Viz. Embeddable](https://github.com/elastic/kibana/blob/main/src/plugins/visualizations/public/embeddable/visualize_embeddable.ts) & [Factory](https://github.com/elastic/kibana/blob/main/src/plugins/visualizations/public/embeddable/visualize_embeddable_factory.tsx)
+   2. [Creating Custom Embeddable Example](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/multi_task_todo/multi_task_todo_embeddable.tsx) & [Factory](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/multi_task_todo/multi_task_todo_embeddable_factory.ts) by Value
+   3. [Creating Custom Embeddable Example](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/todo/todo_ref_embeddable.tsx) & [Factory](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/todo/todo_ref_embeddable_factory.tsx) by reference
+4. [Visualizations Embeddable API Code](https://github.com/streamich/kibana/tree/main/src/plugins/visualizations/public/embeddable)
+5. [Dashboard Container](https://github.com/elastic/kibana/blob/main/src/plugins/dashboard/public/application/embeddable/dashboard_container.tsx) is exposed as an embeddable - to have multiple embeddable in a GRID like structure just like the Dashboard Plugin.
 
 **Embeddable Examples**
 
 - Examples folder in OpenSearch Dashboards has all the usage samples for new APIs
 - Use <EmbeddableRenderer/> to create new embeddable objects
-- [Embeddable Examples](https://github.com/elastic/kibana/tree/master/examples/embeddable_examples) shows how to create new embeddable inheriting the API
-- [Embeddable Explorer](https://github.com/elastic/kibana/tree/master/examples/embeddable_explorer)shows usage of these embeddable examples in a Panel Container
-- [Dashboard Embeddable](https://github.com/elastic/kibana/tree/master/examples/dashboard_embeddable_examples) shows usage of these embeddable examples in a Dashboard Container
+- [Embeddable Examples](https://github.com/elastic/kibana/tree/main/examples/embeddable_examples) shows how to create new embeddable inheriting the API
+- [Embeddable Explorer](https://github.com/elastic/kibana/tree/main/examples/embeddable_explorer)shows usage of these embeddable examples in a Panel Container
+- [Dashboard Embeddable](https://github.com/elastic/kibana/tree/main/examples/dashboard_embeddable_examples) shows usage of these embeddable examples in a Dashboard Container
 
 **Embeddable Renderer**
 
-- The OpenSearch Dashboards react Element/Prop to create new embeddable objects: [Code](https://github.com/elastic/kibana/blob/master/src/plugins/embeddable/public/lib/embeddables/embeddable_renderer.tsx)
+- The OpenSearch Dashboards react Element/Prop to create new embeddable objects: [Code](https://github.com/elastic/kibana/blob/main/src/plugins/embeddable/public/lib/embeddables/embeddable_renderer.tsx)
 - Embeddable container use the renderer to create/update each child(an embeddable object)
-  - [Example Dashboard Container](https://github.com/elastic/kibana/blob/master/src/plugins/dashboard/public/application/embeddable/dashboard_container_by_value_renderer.tsx)
-  - [Example of Static Embedding](https://github.com/elastic/kibana/blob/master/examples/embeddable_explorer/public/hello_world_embeddable_example.tsx#L59) (without factory)
-  - [Example of Embedding with factory.create() method](https://github.com/elastic/kibana/blob/master/examples/embeddable_explorer/public/hello_world_embeddable_example.tsx#L73) (with factory)
+  - [Example Dashboard Container](https://github.com/elastic/kibana/blob/main/src/plugins/dashboard/public/application/embeddable/dashboard_container_by_value_renderer.tsx)
+  - [Example of Static Embedding](https://github.com/elastic/kibana/blob/main/examples/embeddable_explorer/public/hello_world_embeddable_example.tsx#L59) (without factory)
+  - [Example of Embedding with factory.create() method](https://github.com/elastic/kibana/blob/main/examples/embeddable_explorer/public/hello_world_embeddable_example.tsx#L73) (with factory)
 
 ## Embedding Visualizations in Notebooks Plugin
 
diff --git a/opensearch-observability/build.gradle b/opensearch-observability/build.gradle
index fcbf8c3c3..7c2541cef 100644
--- a/opensearch-observability/build.gradle
+++ b/opensearch-observability/build.gradle
@@ -151,7 +151,7 @@ validateNebulaPom.enabled = false
 dependencyLicenses.enabled = false
 thirdPartyAudit.enabled = false
 // Allow @Test to be used in test classes not inherited from LuceneTestCase.
-// see https://github.com/elastic/elasticsearch/blob/master/buildSrc/src/main/resources/forbidden/es-test-signatures.txt
+// see https://github.com/elastic/elasticsearch/blob/26c3dd6857d047054b2108f85bc2b040a9c81fe4/build-tools-internal/src/main/resources/forbidden/es-test-signatures.txt
 forbiddenApis.ignoreFailures = true
 // Allow test cases to be named Tests without having to be inherited from LuceneTestCase.
 // see https://github.com/elastic/elasticsearch/blob/323f312bbc829a63056a79ebe45adced5099f6e6/buildSrc/src/main/java/org/elasticsearch/gradle/precommit/TestingConventionsTasks.java
diff --git a/opensearch-observability/src/main/plugin-metadata/plugin-security.policy b/opensearch-observability/src/main/plugin-metadata/plugin-security.policy
index e16884cb7..20f5b2a5c 100644
--- a/opensearch-observability/src/main/plugin-metadata/plugin-security.policy
+++ b/opensearch-observability/src/main/plugin-metadata/plugin-security.policy
@@ -4,7 +4,7 @@
  */
 
 grant {
-    // needed to find the classloader to load whitelisted classes.
+    // needed to find the classloader to load allowlisted classes.
     permission java.lang.RuntimePermission "createClassLoader";
     permission java.lang.RuntimePermission "getClassLoader";