diff --git a/docs/guides/pipeline/pipeline_decorator.md b/docs/guides/pipeline/pipeline_decorator.md
index b37591ee..fb0b4d0d 100644
--- a/docs/guides/pipeline/pipeline_decorator.md
+++ b/docs/guides/pipeline/pipeline_decorator.md
@@ -39,7 +39,7 @@ In the example script, the controller defines the interactions between the pipel
 
 :::info Local Execution
 In this example, the pipeline is set to run in local mode by using 
-the <span class="link-code"><a href="../../references/sdk/automation_controller_pipelinecontroller.md#pipelinedecoratorrun_locally"><code>PipelineDecorator.run_locally</code></a></span>
+the <span class="link-code"><a href="../../references/sdk/automation_controller_pipelinecontroller#pipelinedecoratorrun_locally"><code>PipelineDecorator.run_locally</code></a></span>
 method before calling the pipeline function. See pipeline execution options [here](../../pipelines/pipelines_sdk_function_decorators.md#running-the-pipeline). 
 :::
 
diff --git a/docs/webapp/applications/apps_dashboard.md b/docs/webapp/applications/apps_dashboard.md
index 97279c20..43addff1 100644
--- a/docs/webapp/applications/apps_dashboard.md
+++ b/docs/webapp/applications/apps_dashboard.md
@@ -27,7 +27,7 @@ of the chosen metric over time.
   * Monitored Metric - Title - Metric title to track
   * Monitored Metric - Series - Metric series (variant) to track
   * Monitored Metric - Trend - Choose whether to track the monitored metric's highest or lowest values
-* Slack Notification (optional) - Set up Slack integration for notifications of task failure. Select the 
+* **Slack Notification** (optional) - Set up Slack integration for notifications of task failure. Select the 
 `Alert on completed experiments` under `Additional options` to set up alerts for task completions.
   * API Token - Slack workspace access token 
   * Channel Name - Slack channel to which task failure alerts will be posted
diff --git a/docs/webapp/applications/apps_gpu_compute.md b/docs/webapp/applications/apps_gpu_compute.md
index 57fa18aa..f1daedd1 100644
--- a/docs/webapp/applications/apps_gpu_compute.md
+++ b/docs/webapp/applications/apps_gpu_compute.md
@@ -37,7 +37,7 @@ For more information about how autoscalers work, see [Autoscalers Overview](../.
     * Git Password / Personal Access Token
 * **Cloud Storage Access** (optional) - Access credentials to cloud storage service. Provides ClearML Tasks running on cloud 
   machines access to your storage
-* Additional ClearML Configuration (optional) - A ClearML configuration file to use by the ClearML Agent when executing your experiments
+* **Additional ClearML Configuration** (optional) - A ClearML configuration file to use by the ClearML Agent when executing your experiments
 
 ![GPU Compute wizard](../../img/apps_gpu_compute_wizard.png)
 
diff --git a/docs/webapp/webapp_overview.md b/docs/webapp/webapp_overview.md
index 7a1b2e31..ee254d1f 100644
--- a/docs/webapp/webapp_overview.md
+++ b/docs/webapp/webapp_overview.md
@@ -15,34 +15,34 @@ The **ClearML Web UI** is the graphical user interface for the ClearML platform,
 The WebApp's sidebar provides access to the following modules:
 <ul>
   <li>
-    <img src="/docs/latest/icons/ico-homepage.svg" alt="Homepage" className="icon size-md space-sm" /> <a href="webapp_home.md">Dashboard</a> - The dashboard for recent activity and quick access to experiments and projects.
+    <img src="/docs/latest/icons/ico-homepage.svg" alt="Homepage" className="icon size-md space-sm" /> <a href="webapp_home">Dashboard</a> - The dashboard for recent activity and quick access to experiments and projects.
   </li>
   <li> 
-    <img src="/docs/latest/icons/ico-projects.svg" alt="Projects" className="icon size-md space-sm" />  <a href="webapp_projects_page.md">Projects</a> - The main experimentation page. Access your experiments and models as they are organized into projects.
-  The <a href="webapp_exp_table.md">experiments</a> and <a href="webapp_model_table.md">models</a> are displayed in tables
+    <img src="/docs/latest/icons/ico-projects.svg" alt="Projects" className="icon size-md space-sm" />  <a href="webapp_projects_page">Projects</a> - The main experimentation page. Access your experiments and models as they are organized into projects.
+  The <a href="webapp_exp_table">experiments</a> and <a href="webapp_model_table">models</a> are displayed in tables
   which let you:
     <ul>
-      <li><a href="webapp_exp_track_visual.md">Track ongoing experiments and visualize their results</a></li>
-      <li><a href="webapp_exp_reproducing.md">Reproduce previously run experiments</a></li>
-      <li><a href="webapp_exp_tuning.md">Tune experiments with no code change</a></li>
-      <li><a href="webapp_exp_comparing.md">Compare experiments</a></li>
-      <li><a href="webapp_exp_sharing.md">Share experiments and their models</a> with other ClearML hosted service users </li>
+      <li><a href="webapp_exp_track_visual">Track ongoing experiments and visualize their results</a></li>
+      <li><a href="webapp_exp_reproducing">Reproduce previously run experiments</a></li>
+      <li><a href="webapp_exp_tuning">Tune experiments with no code change</a></li>
+      <li><a href="webapp_exp_comparing">Compare experiments</a></li>
+      <li><a href="webapp_exp_sharing">Share experiments and their models</a> with other ClearML hosted service users </li>
     </ul>
   </li>
   <li>
-    <img src="/docs/latest/icons/ico-side-bar-datasets.svg" alt="Datasets" className="icon size-md space-sm" /> <a href="datasets/webapp_dataset_page.md">Datasets</a> - View and manage your datasets. 
+    <img src="/docs/latest/icons/ico-side-bar-datasets.svg" alt="Datasets" className="icon size-md space-sm" /> <a href="datasets/webapp_dataset_page">Datasets</a> - View and manage your datasets. 
   </li>
   <li>
-    <img src="/docs/latest/icons/ico-pipelines.svg" alt="Pipelines" className="icon size-md space-sm" /> <a href="pipelines/webapp_pipeline_page.md">Pipelines</a> - View and manage your pipelines.
+    <img src="/docs/latest/icons/ico-pipelines.svg" alt="Pipelines" className="icon size-md space-sm" /> <a href="pipelines/webapp_pipeline_page">Pipelines</a> - View and manage your pipelines.
   </li>
   <li>
-    <img src="/docs/latest/icons/ico-reports.svg" alt="Reports" className="icon size-md space-sm" /> <a href="webapp_reports.md">Reports</a> - View and manage your reports.
+    <img src="/docs/latest/icons/ico-reports.svg" alt="Reports" className="icon size-md space-sm" /> <a href="webapp_reports">Reports</a> - View and manage your reports.
   </li>
   <li>
-    <img src="/docs/latest/icons/ico-workers.svg" alt="Workers and Queues" className="icon size-md space-sm" /> <a href="webapp_workers_queues.md">Orchestration</a> - Autoscale, monitor, and manage your resource usage and workers queues.
+    <img src="/docs/latest/icons/ico-workers.svg" alt="Workers and Queues" className="icon size-md space-sm" /> <a href="webapp_workers_queues">Orchestration</a> - Autoscale, monitor, and manage your resource usage and workers queues.
   </li>
   <li>
-    <img src="/docs/latest/icons/ico-applications.svg" alt="ClearML Apps" className="icon size-md space-sm" /> <a href="applications/apps_overview.md">Applications</a> - ClearML's GUI applications for no-code workflow execution.
+    <img src="/docs/latest/icons/ico-applications.svg" alt="ClearML Apps" className="icon size-md space-sm" /> <a href="applications/apps_overview">Applications</a> - ClearML's GUI applications for no-code workflow execution.
   </li>
 </ul>