AWS sagemaker documentation change

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

File: sagemaker/latest/dg/debugger-configure-tensor-hook.md

Summary

Added deprecation notice for SageMaker Debugger and removed legacy SDK v2 code examples

Security assessment

Change only communicates service retirement plans. No security vulnerabilities are addressed, and the security improvements mentioned are maintenance commitments without technical details.

Diff

diff --git a/sagemaker/latest/dg/debugger-configure-tensor-hook.md b/sagemaker/latest/dg/debugger-configure-tensor-hook.md
index d98ec65ff..28954c862 100644
--- a//sagemaker/latest/dg/debugger-configure-tensor-hook.md
+++ b//sagemaker/latest/dg/debugger-configure-tensor-hook.md
@@ -9 +9 @@
-Use the [DebuggerHookConfig](https://sagemaker.readthedocs.io/en/stable/api/training/debugger.html                 #sagemaker.debugger.DebuggerHookConfig) API to create a `debugger_hook_config` object using the `collection_configs` object you created in the previous step.
+###### Note
@@ -11 +11 @@ Use the [DebuggerHookConfig](https://sagemaker.readthedocs.io/en/stable/api/trai
-SageMaker Python SDK v3
+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). 
@@ -12,0 +13 @@ SageMaker Python SDK v3
+Use the [DebuggerHookConfig](https://sagemaker.readthedocs.io/en/stable/api/training/debugger.html                 #sagemaker.debugger.DebuggerHookConfig) API to create a `debugger_hook_config` object using the `collection_configs` object you created in the previous step.
@@ -21,10 +21,0 @@ SageMaker Python SDK v3
-SageMaker Python SDK v2 (Legacy)
-    
-    
-    
-    from sagemaker.debugger import DebuggerHookConfig
-    
-    debugger_hook_config=DebuggerHookConfig(
-        collection_configs=collection_configs
-    )
-
@@ -35,3 +25,0 @@ If you want to specify an exact S3 bucket URI, use the following code example:
-SageMaker Python SDK v3
-    
-    
@@ -46,11 +33,0 @@ SageMaker Python SDK v3
-SageMaker Python SDK v2 (Legacy)
-    
-    
-    
-    from sagemaker.debugger import DebuggerHookConfig
-    
-    debugger_hook_config=DebuggerHookConfig(
-        s3_output_path="specify-uri"
-        collection_configs=collection_configs
-    )
-