Add CHANGELOG entry for azure-ai-evaluation 1.15.1 hotfix (#45249)

* Add CHANGELOG entry for azure-ai-evaluation 1.15.1 hotfix

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Bump _version.py to 1.15.1 for hotfix release

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Move red team agent scenario to Bugs Fixed in CHANGELOG

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Author: slister1001

sdk/evaluation/azure-ai-evaluation/CHANGELOG.md

@@ -1,5 +1,13 @@
 # Release History
 
+## 1.15.1 (Unreleased)
+
+### Bugs Fixed
+
+- Red Team Agent Scenario Integration: integrated PyRIT's FoundryScenario for attack orchestration with Azure-specific scoring and result processing.
+- Fixed total tokens calculation errors in evaluation results.
+- Fixed red team SDK run status updates not firing consistently, preventing runs from being stuck as "Running" in the UI.
+
 ## 1.15.0 (2026-02-03)
 
 ### Bugs Fixed

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_version.py

@@ -3,4 +3,4 @@
 # ---------------------------------------------------------
 # represents upcoming version
 
-VERSION = "1.15.0"
+VERSION = "1.15.1"