diff --git a/discussion/low-code-testing-for-code-first-developer.md b/discussion/low-code-testing-for-code-first-developer.md
index b364246..3a9e616 100644
--- a/discussion/low-code-testing-for-code-first-developer.md
+++ b/discussion/low-code-testing-for-code-first-developer.md
@@ -104,7 +104,7 @@ In summary, Power Fx unifies the testing components in the Power Platform by off
### Consistent and Repeatable Tests
-As show by the CoE Starter Kit examples you can include known state tests for Dataverse state and connectors together with low code simulation formulas for [Power Apps](../examples/coe-kit-extending-test-engine.md.md) or [Power Automate](../examples/coe-kit-powerautomate-testing.md) provides a rich set of method to ensure consistent and repeatable tests.
+As show by the CoE Starter Kit examples you can include known state tests for Dataverse state and connectors together with low code simulation formulas for [Power Apps](../examples/coe-kit-extending-test-engine.md) or [Power Automate](../examples/coe-kit-powerautomate-testing.md) provides a rich set of method to ensure consistent and repeatable tests.
By leveraging the Power Apps test engine platform providers can abstract the compexity if interacting with specific Power Platform resources simplifying the testing process when compared to code first browser automation which can generate tests which are less consistent and repeatable.
diff --git a/roles-and-responsibilities/README.md b/roles-and-responsibilities/README.md
index 8b9aa4c..a3a2cdf 100644
--- a/roles-and-responsibilities/README.md
+++ b/roles-and-responsibilities/README.md
@@ -9,7 +9,7 @@ NOTE: The roles and responsibility section is an area under review and update. W
## Role Collaboration
-To be successful in adopting an automated testing approach it can take a team to work together to collaborate and align different goals especially as solutions move [grow to enterprise grade](../context/growing-to-enterprise-grade.md).
+To be successful in adopting an automated testing approach it can take a team to work together to collaborate and align different goals especially as solutions move [grow to enterprise grade](/powerfuldev-testing/context/growing-to-enterprise-grade.md).
{% include figure popup=true image_path="/roles-and-responsibilities/media/role-collaboration.png" alt="Diagram of role collaboration when looking at automated testing" %}
@@ -19,7 +19,7 @@ To be successful in adopting an automated testing approach it can take a team to
|------|-------------|
| [Business Stakeholders](./business-stakeholders.md) | Represents business stakeholders who have invested in the Power Platform and want to ensure automated testing is applied at the correct level. They are concerned with business continuity, solution performance, and mitigating security risks. |
| [Business Unit Leads](./business-unit-leads.md) | Responsible for achieving goals set by business stakeholders and demonstrating the impact and quality of the solutions created. |
-| [Managers](managers.md) | Ensure that makers or software developers in their teams have the required knowledge and training to effectively build and test solutions. They also focus on succession planning and sharing successful solutions among the team. |
+| [Managers](./managers.md) | Ensure that makers or software developers in their teams have the required knowledge and training to effectively build and test solutions. They also focus on succession planning and sharing successful solutions among the team. |
| [Makers](./makers.md) | Low-code maker community who build solutions using low-code tools to rapidly achieve business goals. They may be unfamiliar with formal testing skills and need low-code testing processes to create sustainable solutions. |
| [Trainers](./trainers.md) | Responsible for enterprise training and skilling by role to make the most of low code Power Platform |
diff --git a/roles-and-responsibilities/business-stakeholders.md b/roles-and-responsibilities/business-stakeholders.md
index a58f586..0fe788e 100644
--- a/roles-and-responsibilities/business-stakeholders.md
+++ b/roles-and-responsibilities/business-stakeholders.md
@@ -37,7 +37,7 @@ Explore further to understand how automated testing can be integrated into your
## Discussions
-The following [discussions](../discussion/) could be of interest
+The following discussions could be of interest
| Discussion | Description |
|------------|-------------|
diff --git a/roles-and-responsibilities/business-unit-leads.md b/roles-and-responsibilities/business-unit-leads.md
index 3399bda..1b93895 100644
--- a/roles-and-responsibilities/business-unit-leads.md
+++ b/roles-and-responsibilities/business-unit-leads.md
@@ -37,7 +37,7 @@ Explore further to understand how automated testing can be integrated into your
## Discussions
-The following [discussions](../discussion/) could be of interest
+The following discussions could be of interest
| Discussion | Description |
|------------|-------------|
diff --git a/roles-and-responsibilities/devops-engineers-architects.md b/roles-and-responsibilities/devops-engineers-architects.md
index 6734ad5..f1df731 100644
--- a/roles-and-responsibilities/devops-engineers-architects.md
+++ b/roles-and-responsibilities/devops-engineers-architects.md
@@ -25,7 +25,7 @@ By embracing automated testing, you can ensure that the Power Platform solutions
## Examples
-The following [examples](../examples/) could be of interest
+The following examples could be of interest
| Example | Description |
|---------|-------------|
diff --git a/roles-and-responsibilities/enterprise-architects.md b/roles-and-responsibilities/enterprise-architects.md
index e285f3a..4fa05a1 100644
--- a/roles-and-responsibilities/enterprise-architects.md
+++ b/roles-and-responsibilities/enterprise-architects.md
@@ -37,7 +37,7 @@ Explore further to understand how automated testing can be integrated into your
## Discussions
-The following [discussions](../discussion/) could be of interest
+The following discussions could be of interest
| Discussion | Description |
|------------|-------------|
diff --git a/roles-and-responsibilities/security-architects.md b/roles-and-responsibilities/security-architects.md
index ebd61b8..8a11365 100644
--- a/roles-and-responsibilities/security-architects.md
+++ b/roles-and-responsibilities/security-architects.md
@@ -25,7 +25,7 @@ By embracing automated testing, you can ensure that the Power Platform solutions
## Discussions
-The following [discussions](../discussion/) could be of interest
+The following discussions could be of interest
| Discussion | Description |
|------------|-------------|
diff --git a/roles-and-responsibilities/software-engineers.md b/roles-and-responsibilities/software-engineers.md
index bfb6c23..55e55bc 100644
--- a/roles-and-responsibilities/software-engineers.md
+++ b/roles-and-responsibilities/software-engineers.md
@@ -25,7 +25,7 @@ By embracing automated testing, you can ensure that the Power Platform solutions
## Discussions
-The following [discussions](../discussion/) could be of interest
+The following discussions could be of interest
| Discussion | Description |
|------------|-------------|
diff --git a/roles-and-responsibilities/solution-architects.md b/roles-and-responsibilities/solution-architects.md
index f78f054..9331118 100644
--- a/roles-and-responsibilities/solution-architects.md
+++ b/roles-and-responsibilities/solution-architects.md
@@ -37,7 +37,7 @@ Explore further to understand how automated testing can be integrated into your
## Discussions
-The following [discussions](../discussion/) could be of interest
+The following discussions could be of interest
| Discussion | Description |
|------------|-------------|
diff --git a/site/index.md b/site/index.md
index 4c0489c..ed480b9 100644
--- a/site/index.md
+++ b/site/index.md
@@ -23,8 +23,8 @@ Join us at the Powerful Devs Conference 2025 for an in-depth session on automate
{% include feature_row %}
-
-Have a look at our [Context setting articles](./context/), [Discussion topics](./discussion/) and [Examples](./examples/) to give us [Feedback](https://aka.ms/powerfuldevs/testing/feedback) on this topic.
+Have a look at our Context setting articles, Discussion topics and
+Examples to give us [Feedback](https://aka.ms/powerfuldevs/testing/feedback) on this topic.
{: .notice--success}
## Abstract