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AWS sagemaker documentation change

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

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

Summary

Added deprecation notice for Debugger service

Security assessment

Service discontinuation notice with no security-specific content. The mention of security improvements is general and doesn't document actual security features.

Diff

diff --git a/sagemaker/latest/dg/debugger-visualization.md b/sagemaker/latest/dg/debugger-visualization.md
index 2a96f2696..b1eade74c 100644
--- a//sagemaker/latest/dg/debugger-visualization.md
+++ b//sagemaker/latest/dg/debugger-visualization.md
@@ -10,0 +11,4 @@ Train and prune models with Experiments and DebuggerUsing Debugger to monitor an
+###### 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). 
+