diff --git a/docs/apps/clearml_task.md b/docs/apps/clearml_task.md
index 77ebff26..4ec5d9fb 100644
--- a/docs/apps/clearml_task.md
+++ b/docs/apps/clearml_task.md
@@ -87,7 +87,7 @@ errors in identifying the correct default branch.
## Usage
These commands demonstrate a few useful use cases for `clearml-task`.
-### Executing Code from a Remote Repository
+### Executing Code from a Remote Repository
```bash
clearml-task --project examples --name remote_test --repo https://github.com/clearml/events.git --branch master --script /webinar-0620/keras_mnist.py --args batch_size=64 epochs=1 --queue default
diff --git a/docs/deploying_clearml/enterprise_deploy/k8s_overview.md b/docs/deploying_clearml/enterprise_deploy/k8s_overview.md
index c2a1b1f5..35618ba5 100644
--- a/docs/deploying_clearml/enterprise_deploy/k8s_overview.md
+++ b/docs/deploying_clearml/enterprise_deploy/k8s_overview.md
@@ -75,7 +75,7 @@ See the [AI Application Gateway installation guide](appgw_install_k8s.md).
Deploy the NVIDIA GPU Operator in order to use Nvidia GPUs in ClearML.
-See the [GPU Operator Basic Deployment guide](extra_configs/gpu_operator.md)
+See the [GPU Operator Basic Deployment guide](extra_configs/gpu_operator.md).
### Fractional GPU Support
diff --git a/docs/hyperdatasets/webapp/webapp_datasets_frames.md b/docs/hyperdatasets/webapp/webapp_datasets_frames.md
index 9feacf2e..e7003161 100644
--- a/docs/hyperdatasets/webapp/webapp_datasets_frames.md
+++ b/docs/hyperdatasets/webapp/webapp_datasets_frames.md
@@ -8,8 +8,7 @@ Hyper-Datasets are available under the ClearML Enterprise plan.
View and edit SingleFrames in the Dataset page. After selecting a Hyper-Dataset version, the **Version Browser** shows a sample
of frames and enables viewing SingleFrames and FramesGroups, and editing SingleFrames, in the [frame viewer](#frame-viewer).
-Before opening the frame viewer, you can filter the frames by applying [simple](webapp_datasets_versioning.md#simple-frame-filtering) or [advanced](webapp_datasets_versioning.md#advanced-frame-filtering)
-filtering logic.
+Before opening the frame viewer, you can apply [frame filters](webapp_datasets_versioning.md#frame-filtering).
@@ -88,7 +87,7 @@ Use frame viewer controls to navigate between frames in a Hyper-Dataset Version,
**To view / edit a frame in the frame editor**
-1. Locate your frame by applying a [simple frame filter](webapp_datasets_versioning.md#simple-frame-filtering) or [advanced frame filter](webapp_datasets_versioning.md#advanced-frame-filtering), and clicking **LOAD MORE**, if required.
+1. Locate your frame by applying [filters](webapp_datasets_versioning.md#frame-filtering).
1. Click the frame thumbnail. The frame editor appears.
1. Do any of the following:
* View frame details, including:
diff --git a/docs/hyperdatasets/webapp/webapp_datasets_versioning.md b/docs/hyperdatasets/webapp/webapp_datasets_versioning.md
index 48f584eb..cc6c5901 100644
--- a/docs/hyperdatasets/webapp/webapp_datasets_versioning.md
+++ b/docs/hyperdatasets/webapp/webapp_datasets_versioning.md
@@ -386,9 +386,8 @@ If a FrameGroup doesn't have the selected preview source, the preview displays t
## Statistics
The **Statistics** tab allows exploring frame and ROI property distribution across a Hyper-Dataset version:
-1. Query the frames to include in the statistics calculations under **Filter by label**. Use [simple](#simple-frame-filtering)
-or [advanced](#advanced-frame-filtering) frame filters. If no filter is applied, all frames in the dataset version will
-be included in the calculation.
+1. Query the frames to include in the statistics calculations under **Filter by label**. Use [frame filters](#frame-filtering).
+ If no filter is applied, all frames in the dataset version will be included in the calculation.
1. Select the property whose distribution should be calculated
* Select the property **Type**:
* **ROI** - Frame ROI properties (e.g. ROI label, ID, confidence, etc.). This will calculate the distribution of
diff --git a/docs/release_notes/clearml_server/enterprise/ver_3_23.md b/docs/release_notes/clearml_server/enterprise/ver_3_23.md
index 1d967d64..5592881e 100644
--- a/docs/release_notes/clearml_server/enterprise/ver_3_23.md
+++ b/docs/release_notes/clearml_server/enterprise/ver_3_23.md
@@ -18,7 +18,7 @@ title: Version 3.23
* Fix UI scalar plots data does not refresh
* Fix UI dataset Preview tab does not display dataset contents
* Fix dataset list sometimes disappears in UI Annotation creation modal
-* Fix ‘Failed to fetch history' error displayed unnecessarily in UI Orchestration Dashboard
+* Fix 'Failed to fetch history' error displayed unnecessarily in UI Orchestration Dashboard
* Add error message when launching multiple UI autoscaler instances with the same worker prefixes
### Enterprise Server 3.23.1
diff --git a/docs/webapp/applications/apps_aws_autoscaler.md b/docs/webapp/applications/apps_aws_autoscaler.md
index a2630785..950dc886 100644
--- a/docs/webapp/applications/apps_aws_autoscaler.md
+++ b/docs/webapp/applications/apps_aws_autoscaler.md
@@ -147,7 +147,7 @@ and [AWS API Reference: RunInstances](https://docs.aws.amazon.com/AWSEC2/latest/
-### Configuration Vault
+### Configuration Vault
:::important Enterprise Feature
The Configuration Vault is available under the ClearML Enterprise plan.
diff --git a/docs/webapp/webapp_exp_track_visual.md b/docs/webapp/webapp_exp_track_visual.md
index b81a7daf..8629fd21 100644
--- a/docs/webapp/webapp_exp_track_visual.md
+++ b/docs/webapp/webapp_exp_track_visual.md
@@ -48,7 +48,7 @@ table is not visible when the full screen details view is open. Perform task act
-## Execution
+## Execution
A task's **EXECUTION** tab of lists the following:
* Source code
* Uncommitted changes