diff --git a/docs/guides/frameworks/megengine/megengine_mnist.md b/docs/guides/frameworks/megengine/megengine_mnist.md
index 87048ec2..d229230e 100644
--- a/docs/guides/frameworks/megengine/megengine_mnist.md
+++ b/docs/guides/frameworks/megengine/megengine_mnist.md
@@ -7,7 +7,7 @@ example demonstrates the integration of ClearML into code that uses [MegEngine](
 and [TensorBoardX](https://github.com/lanpa/tensorboardX). ClearML automatically captures models saved with `megengine`.
 
 The example script does the following:
-* Trains a simple deep neural network on MegEngine's built-in [MNIST](https://megengine.org.cn/doc/stable/en/reference/api/megengine.data.dataset.MNIST.html)
+* Trains a simple deep neural network on MegEngine's built-in [MNIST](https://www.megengine.org.cn/doc/master/en/reference/api/megengine.data.dataset.MNIST.html)
   dataset.
 * Creates a TensorBoardX `SummaryWriter` object to log scalars during training.  
 * Creates a ClearML experiment named `megengine mnist train` in the `examples` project.
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 678a236c..3d6ef2b1 100644
--- a/docs/release_notes/clearml_server/enterprise/ver_3_23.md
+++ b/docs/release_notes/clearml_server/enterprise/ver_3_23.md
@@ -36,7 +36,7 @@ user access to these objects or their containing project.
 * Fix Model API calls fail when its creating task has been deleted ([ClearML GitHub issue #1299](https://github.com/allegroai/clearml/issues/1299))
 * Fix UI plots display "Iteration 0" when it is the only reported iteration ([ClearML GitHub issue #1267](https://github.com/allegroai/clearml/issues/1267))
 * Fix scalar series starting with angle bracket (`<`) causes UI scalar plot legend to display raw html ([ClearML GitHub issue #1292](https://github.com/allegroai/clearml/issues/1292)) 
-* Fix auto-refresh modifies UI experiment debug sample view ([ClearML GitHub issue #1529](https://github.com/allegroai/clearml/issues/1529)) 
+* Fix auto-refresh modifies UI experiment debug sample view ([ClearML GitHub issue #1259](https://github.com/allegroai/clearml/issues/1259)) 
 * Fix Hydra parameters not displaying correctly in UI experiment comparison parallel coordinates plot
 * Fix UI pipeline DAG display to be "bottoms-up" so all final steps appear in the bottom of the diagram ([ClearML Web GitHub PR #86](https://github.com/allegroai/clearml-web/pull/86))
 * Fix UI experiment comparison does not overlay box plots and histograms ([ClearML GitHub issue #1298](https://github.com/allegroai/clearml/issues/1298))