aws · lucasjia-aws · Jul 9, 2026 · Jul 9, 2026
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,4 +1,29 @@
 # Changelog
+## v3.15.1 (2026-07-09)
+
+### Bug Fixes
+
+- fix: ModelBuilder resolves private hub artifacts correctly (#5985)
+- fix: refresh LLMAsJudgeEvaluator allowed evaluator models (#5987)
+- fix: define LAMBDA_ARN_REGEX in finetune_utils to fix RLVRTrainer NameError (#5988)
+- fix: RLVR validation bugfix (#6000)
+- fix: drop claude-sonnet-4-20250514 from evaluator allowlist (#6009)
+- fix(serve): Invoke pip without shell in xgboost install_package (#5981)
+- fix: Correct DJL-LMI ISO/ADC accounts + add THF/ISO-E (djl-lmi, huggingface-llm-neuronx) (#5980)
+
+### Documentation
+
+- docs: Add AGENTS.md and llms.txt for AI agent v3 guidance (#5982)
+- docs: Add SDK-first guidance to AGENTS.md and llms.txt (#5997)
+- docs: Add Version Lifecycle page under Getting Started (#5994)
+- docs: serve robots.txt opting V2 docs out of AI training crawls (#6003)
+
+### Other
+
+- Add Triton Server v26.05 image URI config (#5999)
+- Add sklearn 1.4-2-py312 and xgboost 3.2-0 image URI configs (#6008)
+- test: Fix/v3 tests (#5996)
+
 ## v3.15.0 (2026-06-22)
 
 ### New Features

diff --git a/VERSION b/VERSION
@@ -1 +1 @@
-3.15.0
+3.15.1
diff --git a/pyproject.toml b/pyproject.toml
@@ -32,10 +32,10 @@ classifiers = [
   "Programming Language :: Python :: 3.12",
 ]
 dependencies = [
-  "sagemaker-core>=2.15.0,<3.0.0",
-  "sagemaker-train>=1.15.0,<2.0.0",
-  "sagemaker-serve>=1.15.0,<2.0.0",
-  "sagemaker-mlops>=1.15.0,<2.0.0",
+  "sagemaker-core>=2.15.1,<3.0.0",
+  "sagemaker-train>=1.15.1,<2.0.0",
+  "sagemaker-serve>=1.15.1,<2.0.0",
+  "sagemaker-mlops>=1.15.1,<2.0.0",
 ]
 
 [project.optional-dependencies]

diff --git a/sagemaker-core/CHANGELOG.md b/sagemaker-core/CHANGELOG.md
@@ -1,4 +1,16 @@
 # Changelog
+## v2.15.1 (2026-07-09)
+
+### Bug Fixes
+
+- fix: Correct DJL-LMI ISO/ADC accounts + add THF/ISO-E (djl-lmi, huggingface-llm-neuronx) (#5980)
+- fix: ModelBuilder resolves private hub artifacts correctly (session_helper) (#5985)
+
+### Other
+
+- Add Triton Server v26.05 image URI config (#5999)
+- Add sklearn 1.4-2-py312 and xgboost 3.2-0 image URI configs (#6008)
+
 ## v2.15.0 (2026-06-22)
 
 ### New Features

diff --git a/sagemaker-core/VERSION b/sagemaker-core/VERSION
@@ -1 +1 @@
-2.15.0
+2.15.1
diff --git a/sagemaker-mlops/CHANGELOG.md b/sagemaker-mlops/CHANGELOG.md
@@ -1,4 +1,8 @@
 # Changelog
+## v1.15.1 (2026-07-09)
+
+- Update module dependencies
+
 ## v1.15.0 (2026-06-22)
 
 ### New Features

diff --git a/sagemaker-mlops/VERSION b/sagemaker-mlops/VERSION
@@ -1 +1 @@
-1.15.0
+1.15.1
diff --git a/sagemaker-mlops/pyproject.toml b/sagemaker-mlops/pyproject.toml
@@ -22,9 +22,9 @@ classifiers = [
     "Programming Language :: Python :: 3.12",
 ]
 dependencies = [
-    "sagemaker-core>=2.15.0",
-    "sagemaker-train>=1.15.0",
-    "sagemaker-serve>=1.15.0",
+    "sagemaker-core>=2.15.1",
+    "sagemaker-train>=1.15.1",
+    "sagemaker-serve>=1.15.1",
     "cryptography>=46.0.0",
     "boto3>=1.42.2,<2.0",
     "botocore>=1.42.2,<2.0",

diff --git a/sagemaker-serve/CHANGELOG.md b/sagemaker-serve/CHANGELOG.md
@@ -1,4 +1,11 @@
 # Changelog
+## v1.15.1 (2026-07-09)
+
+### Bug Fixes
+
+- fix: ModelBuilder resolves private hub artifacts correctly (#5985)
+- fix(serve): Invoke pip without shell in xgboost install_package (#5981)
+
 ## v1.15.0 (2026-06-22)
 
 ### New Features

diff --git a/sagemaker-serve/VERSION b/sagemaker-serve/VERSION
@@ -1 +1 @@
-1.15.0
+1.15.1
diff --git a/sagemaker-serve/pyproject.toml b/sagemaker-serve/pyproject.toml
@@ -22,8 +22,8 @@ classifiers = [
     "Programming Language :: Python :: 3.12",
 ]
 dependencies = [
-    "sagemaker-core>=2.15.0",
-    "sagemaker-train>=1.15.0",
+    "sagemaker-core>=2.15.1",
+    "sagemaker-train>=1.15.1",
     "boto3>=1.42.2,<2.0",
     "botocore>=1.35.75,<2.0",
     "deepdiff",

diff --git a/sagemaker-train/CHANGELOG.md b/sagemaker-train/CHANGELOG.md
@@ -1,4 +1,17 @@
 # Changelog
+## v1.15.1 (2026-07-09)
+
+### Bug Fixes
+
+- fix: refresh LLMAsJudgeEvaluator allowed evaluator models (#5987)
+- fix: define LAMBDA_ARN_REGEX in finetune_utils to fix RLVRTrainer NameError (#5988)
+- fix: RLVR validation bugfix (#6000)
+- fix: drop claude-sonnet-4-20250514 from evaluator allowlist (#6009)
+
+### Other
+
+- test: Fix/v3 tests (#5996)
+
 ## v1.15.0 (2026-06-22)
 
 ### New Features

diff --git a/sagemaker-train/VERSION b/sagemaker-train/VERSION
@@ -1 +1 @@
-1.15.0
+1.15.1
diff --git a/sagemaker-train/pyproject.toml b/sagemaker-train/pyproject.toml
@@ -32,7 +32,7 @@ classifiers = [
   "Programming Language :: Python :: 3.12",
 ]
 dependencies = [
-    "sagemaker-core>=2.15.0",
+    "sagemaker-core>=2.15.1",
     "graphene>=3,<4",
     "typing_extensions>=4.9.0",
     "tblib>=1.7.0",