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AWS sagemaker documentation change

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

File: sagemaker/latest/dg/debugger-debug-training-jobs.md

Summary

Added deprecation notice for SageMaker Debugger

Security assessment

Change is purely informational regarding service retirement. The generic mention of security improvements doesn't constitute documentation of specific security features.

Diff

diff --git a/sagemaker/latest/dg/debugger-debug-training-jobs.md b/sagemaker/latest/dg/debugger-debug-training-jobs.md
index ffebbb575..706e56cbc 100644
--- a//sagemaker/latest/dg/debugger-debug-training-jobs.md
+++ b//sagemaker/latest/dg/debugger-debug-training-jobs.md
@@ -8,0 +9,4 @@
+###### 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). 
+