AWS sagemaker documentation change

Service: sagemaker · 2026-07-01 · Documentation low

File: sagemaker/latest/dg/train-debugger.md

Summary

Added deprecation notice for SageMaker Debugger and link to availability change documentation

Security assessment

While announcing service deprecation, the notice doesn't cite security vulnerabilities as the reason. It states continued security investments but doesn't document security features or address specific security issues.

Diff

diff --git a/sagemaker/latest/dg/train-debugger.md b/sagemaker/latest/dg/train-debugger.md
index 39663bbe6..438d34d03 100644
--- a//sagemaker/latest/dg/train-debugger.md
+++ b//sagemaker/latest/dg/train-debugger.md
@@ -10,0 +11,4 @@ SageMaker Debugger features
+###### Note
+
+After careful consideration, we have made the decision to close new customer access to Amazon Sagemaker Debugger, effective 6/30/26. Existing customers can continue to use the service as normal. AWS continues to invest in security and availability improvements for Debugger, but we do not plan to introduce new features. For more information, see [Debugger availability change](./debugger-availability-change.html). 
+
@@ -57,0 +62,2 @@ The SageMaker Debugger developer guide walks you through the following topics.
+  * [Debugger availability change](./debugger-availability-change.html)
+
@@ -87 +93 @@ Delete unused TensorBoard applications
-Supported frameworks and algorithms
+Debugger availability change