diff --git a/python/packages/bedrock/agent_framework_bedrock/_chat_client.py b/python/packages/bedrock/agent_framework_bedrock/_chat_client.py
index cb8545f9a3..2fd7887721 100644
--- a/python/packages/bedrock/agent_framework_bedrock/_chat_client.py
+++ b/python/packages/bedrock/agent_framework_bedrock/_chat_client.py
@@ -795,10 +795,7 @@ def _prepare_output_config(self, response_format: Any | None) -> dict[str, Any]
             schema = copy.deepcopy(schema_src)
         else:
             if not isinstance(response_format, type) or not issubclass(response_format, BaseModel):
-                raise TypeError(
-                    "response_format must be None, a dict JSON schema, "
-                    "or a Pydantic BaseModel subclass."
-                )
+                raise TypeError("response_format must be None, a dict JSON schema, or a Pydantic BaseModel subclass.")
             # response_format is a Pydantic model class
             schema = response_format.model_json_schema()
             name = response_format.__name__
@@ -817,9 +814,7 @@ def _prepare_output_config(self, response_format: Any | None) -> dict[str, Any]
         return {
             "textFormat": {
                 "type": "json_schema",
-                "structure": {
-                    "jsonSchema": json_schema
-                },
+                "structure": {"jsonSchema": json_schema},
             }
         }
 
@@ -840,9 +835,7 @@ def walk(node: Any) -> None:
                 if node_id in visited:
                     return
                 visited.add(node_id)
-                if node.get("type") == "object" or (
-                    "properties" in node and "type" not in node
-                ):
+                if node.get("type") == "object" or ("properties" in node and "type" not in node):
                     existing = node.get("additionalProperties")
                     if existing is None or existing is True:
                         node["additionalProperties"] = False
diff --git a/python/packages/bedrock/tests/test_bedrock_structured_output.py b/python/packages/bedrock/tests/test_bedrock_structured_output.py
index 8df04b5e75..7b39f67d69 100644
--- a/python/packages/bedrock/tests/test_bedrock_structured_output.py
+++ b/python/packages/bedrock/tests/test_bedrock_structured_output.py
@@ -238,6 +238,7 @@ async def test_chat_response_value_populated_streaming() -> None:
 
 async def test_unsupported_model_validation_exception() -> None:
     """When a model doesn't support outputConfig, a clear error should be raised."""
+
     class _FailingStubBedrockRuntime:
         def converse(self, **kwargs: Any) -> dict[str, Any]:
             # Simulate botocore ClientError for ValidationException
diff --git a/python/packages/foundry_hosting/tests/test_responses.py b/python/packages/foundry_hosting/tests/test_responses.py
index 0bfff345a7..9c65a9ea42 100644
--- a/python/packages/foundry_hosting/tests/test_responses.py
+++ b/python/packages/foundry_hosting/tests/test_responses.py
@@ -2118,15 +2118,11 @@ async def test_hosted_mcp_call_round_trip_does_not_orphan_function_call_output(s
         assert resp2.json()["status"] == "completed"
 
         second_call_messages = agent.run.call_args_list[1].kwargs["messages"]
-        mcp_call_contents = [
-            c for m in second_call_messages for c in m.contents if c.type == "mcp_server_tool_call"
-        ]
+        mcp_call_contents = [c for m in second_call_messages for c in m.contents if c.type == "mcp_server_tool_call"]
         mcp_result_contents = [
             c for m in second_call_messages for c in m.contents if c.type == "mcp_server_tool_result"
         ]
-        function_result_contents = [
-            c for m in second_call_messages for c in m.contents if c.type == "function_result"
-        ]
+        function_result_contents = [c for m in second_call_messages for c in m.contents if c.type == "function_result"]
 
         assert len(mcp_call_contents) >= 1
         assert len(mcp_result_contents) >= 1
diff --git a/python/packages/orchestrations/agent_framework_orchestrations/_concurrent.py b/python/packages/orchestrations/agent_framework_orchestrations/_concurrent.py
index 6fc29c79b3..9db8878ef4 100644
--- a/python/packages/orchestrations/agent_framework_orchestrations/_concurrent.py
+++ b/python/packages/orchestrations/agent_framework_orchestrations/_concurrent.py
@@ -19,7 +19,7 @@
 
 from ._orchestration_request_info import AgentApprovalExecutor
 from ._participant_output_config import (
-    _MISSING,  # pyright: ignore[reportPrivateUsage]
+    UNSET,
     _coalesce_output_from,  # pyright: ignore[reportPrivateUsage]
     _coerce_intermediate_output_from,  # pyright: ignore[reportPrivateUsage]
     _ParticipantIntermediateOutputSelection,  # pyright: ignore[reportPrivateUsage]
@@ -213,7 +213,7 @@ def __init__(
         *,
         participants: Sequence[SupportsAgentRun | Executor],
         checkpoint_storage: CheckpointStorage | None = None,
-        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, _MISSING),
+        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, UNSET),
         intermediate_output_from: _ParticipantIntermediateOutputSelection = None,
     ) -> None:
         """Initialize the ConcurrentBuilder.
diff --git a/python/packages/orchestrations/agent_framework_orchestrations/_group_chat.py b/python/packages/orchestrations/agent_framework_orchestrations/_group_chat.py
index 3778e5d110..728f3e388c 100644
--- a/python/packages/orchestrations/agent_framework_orchestrations/_group_chat.py
+++ b/python/packages/orchestrations/agent_framework_orchestrations/_group_chat.py
@@ -52,7 +52,7 @@
 from ._orchestration_request_info import AgentApprovalExecutor
 from ._orchestrator_helpers import clean_conversation_for_handoff
 from ._participant_output_config import (
-    _MISSING,  # pyright: ignore[reportPrivateUsage]
+    UNSET,
     _coalesce_output_from,  # pyright: ignore[reportPrivateUsage]
     _coerce_intermediate_output_from,  # pyright: ignore[reportPrivateUsage]
     _ParticipantIntermediateOutputSelection,  # pyright: ignore[reportPrivateUsage]
@@ -626,7 +626,7 @@ def __init__(
         termination_condition: TerminationCondition | None = None,
         max_rounds: int | None = None,
         checkpoint_storage: CheckpointStorage | None = None,
-        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, _MISSING),
+        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, UNSET),
         intermediate_output_from: _ParticipantIntermediateOutputSelection = None,
     ) -> None:
         """Initialize the GroupChatBuilder.
diff --git a/python/packages/orchestrations/agent_framework_orchestrations/_handoff.py b/python/packages/orchestrations/agent_framework_orchestrations/_handoff.py
index 70f28e7f04..65da3b8709 100644
--- a/python/packages/orchestrations/agent_framework_orchestrations/_handoff.py
+++ b/python/packages/orchestrations/agent_framework_orchestrations/_handoff.py
@@ -54,7 +54,7 @@
 from ._base_group_chat_orchestrator import TerminationCondition
 from ._orchestrator_helpers import clean_conversation_for_handoff
 from ._participant_output_config import (
-    _MISSING,  # pyright: ignore[reportPrivateUsage]
+    UNSET,
     _coalesce_output_from,  # pyright: ignore[reportPrivateUsage]
     _coerce_intermediate_output_from,  # pyright: ignore[reportPrivateUsage]
     _ParticipantIntermediateOutputSelection,  # pyright: ignore[reportPrivateUsage]
@@ -597,7 +597,7 @@ def __init__(
         description: str | None = None,
         checkpoint_storage: CheckpointStorage | None = None,
         termination_condition: TerminationCondition | None = None,
-        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, _MISSING),
+        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, UNSET),
         intermediate_output_from: _ParticipantIntermediateOutputSelection = None,
     ) -> None:
         r"""Initialize a HandoffBuilder for creating conversational handoff workflows.
diff --git a/python/packages/orchestrations/agent_framework_orchestrations/_magentic.py b/python/packages/orchestrations/agent_framework_orchestrations/_magentic.py
index 53ca4052ff..f8cbf88fd7 100644
--- a/python/packages/orchestrations/agent_framework_orchestrations/_magentic.py
+++ b/python/packages/orchestrations/agent_framework_orchestrations/_magentic.py
@@ -28,7 +28,7 @@
 from agent_framework._workflows._workflow import Workflow
 from agent_framework._workflows._workflow_builder import WorkflowBuilder
 from agent_framework._workflows._workflow_context import WorkflowContext
-from typing_extensions import Never
+from typing_extensions import Never, Sentinel
 
 from ._base_group_chat_orchestrator import (
     BaseGroupChatOrchestrator,
@@ -39,7 +39,7 @@
     ParticipantRegistry,
 )
 from ._participant_output_config import (
-    _MISSING,  # pyright: ignore[reportPrivateUsage]
+    UNSET,
     _coalesce_output_from,  # pyright: ignore[reportPrivateUsage]
     _coerce_intermediate_output_from,  # pyright: ignore[reportPrivateUsage]
     _ParticipantIntermediateOutputSelection,  # pyright: ignore[reportPrivateUsage]
@@ -1411,13 +1411,13 @@ def __init__(
         task_ledger_plan_update_prompt: str | None = None,
         progress_ledger_prompt: str | None = None,
         final_answer_prompt: str | None = None,
-        max_stall_count: int = 3,
+        max_stall_count: int | Sentinel = UNSET,
         max_reset_count: int | None = None,
         max_round_count: int | None = None,
         # Existing params
         enable_plan_review: bool = False,
         checkpoint_storage: CheckpointStorage | None = None,
-        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, _MISSING),
+        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, UNSET),
         intermediate_output_from: _ParticipantIntermediateOutputSelection = None,
     ) -> None:
         """Initialize the Magentic workflow builder.
@@ -1621,7 +1621,7 @@ def _set_manager(
         progress_ledger_prompt: str | None = None,
         final_answer_prompt: str | None = None,
         # Limits
-        max_stall_count: int = 3,
+        max_stall_count: int | Sentinel = UNSET,
         max_reset_count: int | None = None,
         max_round_count: int | None = None,
     ) -> None:
@@ -1656,8 +1656,10 @@ def _set_manager(
                 "Exactly one of manager, manager_agent, manager_factory, or manager_agent_factory must be provided."
             )
 
+        resolved_max_stall_count: int = 3 if max_stall_count is UNSET else cast(int, max_stall_count)
+
         def _log_warning_if_constructor_args_provided() -> None:
-            if any(
+            if max_stall_count is not UNSET or any(
                 arg is not None
                 for arg in [
                     task_ledger,
@@ -1668,7 +1670,6 @@ def _log_warning_if_constructor_args_provided() -> None:
                     task_ledger_plan_update_prompt,
                     progress_ledger_prompt,
                     final_answer_prompt,
-                    max_stall_count,
                     max_reset_count,
                     max_round_count,
                 ]
@@ -1689,7 +1690,7 @@ def _log_warning_if_constructor_args_provided() -> None:
                 task_ledger_plan_update_prompt=task_ledger_plan_update_prompt,
                 progress_ledger_prompt=progress_ledger_prompt,
                 final_answer_prompt=final_answer_prompt,
-                max_stall_count=max_stall_count,
+                max_stall_count=resolved_max_stall_count,
                 max_reset_count=max_reset_count,
                 max_round_count=max_round_count,
             )
@@ -1707,7 +1708,7 @@ def _log_warning_if_constructor_args_provided() -> None:
                 "task_ledger_plan_update_prompt": task_ledger_plan_update_prompt,
                 "progress_ledger_prompt": progress_ledger_prompt,
                 "final_answer_prompt": final_answer_prompt,
-                "max_stall_count": max_stall_count,
+                "max_stall_count": resolved_max_stall_count,
                 "max_reset_count": max_reset_count,
                 "max_round_count": max_round_count,
             }
diff --git a/python/packages/orchestrations/agent_framework_orchestrations/_participant_output_config.py b/python/packages/orchestrations/agent_framework_orchestrations/_participant_output_config.py
index 49138b7d0d..dfb22fc85a 100644
--- a/python/packages/orchestrations/agent_framework_orchestrations/_participant_output_config.py
+++ b/python/packages/orchestrations/agent_framework_orchestrations/_participant_output_config.py
@@ -8,8 +8,9 @@
 from agent_framework import SupportsAgentRun
 from agent_framework._workflows._agent_utils import resolve_agent_id
 from agent_framework._workflows._executor import Executor
+from typing_extensions import Sentinel
 
-_MISSING = object()
+UNSET = Sentinel("UNSET")
 _ALL_OUTPUTS: Literal["all"] = "all"
 _ALL_OTHER_OUTPUTS: Literal["all_other"] = "all_other"
 _ParticipantOutputSpecifier = str | SupportsAgentRun | Executor
@@ -20,10 +21,10 @@
 
 def _coalesce_output_from(  # pyright: ignore[reportUnusedFunction]
     *,
-    output_from: Any = _MISSING,
+    output_from: Any = UNSET,
 ) -> _ParticipantOutputSelection:
     """Resolve orchestration output selection to ``output_from``."""
-    if output_from is not _MISSING:
+    if output_from is not UNSET:
         return _coerce_output_from(output_from)
     return None
 
diff --git a/python/packages/orchestrations/agent_framework_orchestrations/_sequential.py b/python/packages/orchestrations/agent_framework_orchestrations/_sequential.py
index 70796d5e26..4f8720b0bf 100644
--- a/python/packages/orchestrations/agent_framework_orchestrations/_sequential.py
+++ b/python/packages/orchestrations/agent_framework_orchestrations/_sequential.py
@@ -33,7 +33,7 @@
 
 from ._orchestration_request_info import AgentApprovalExecutor
 from ._participant_output_config import (
-    _MISSING,  # pyright: ignore[reportPrivateUsage]
+    UNSET,
     _coalesce_output_from,  # pyright: ignore[reportPrivateUsage]
     _coerce_intermediate_output_from,  # pyright: ignore[reportPrivateUsage]
     _ParticipantIntermediateOutputSelection,  # pyright: ignore[reportPrivateUsage]
@@ -99,7 +99,7 @@ def __init__(
         participants: Sequence[SupportsAgentRun | Executor],
         checkpoint_storage: CheckpointStorage | None = None,
         chain_only_agent_responses: bool = False,
-        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, _MISSING),
+        output_from: Sequence[_ParticipantOutputSpecifier] | Literal["all"] | None = cast(Any, UNSET),
         intermediate_output_from: _ParticipantIntermediateOutputSelection = None,
     ) -> None:
         """Initialize the SequentialBuilder.
diff --git a/python/packages/orchestrations/tests/test_magentic.py b/python/packages/orchestrations/tests/test_magentic.py
index 5c94d2fb14..615ba998bc 100644
--- a/python/packages/orchestrations/tests/test_magentic.py
+++ b/python/packages/orchestrations/tests/test_magentic.py
@@ -1,5 +1,6 @@
 # Copyright (c) Microsoft. All rights reserved.
 
+import logging
 import sys
 from collections.abc import AsyncIterable, Awaitable, Sequence
 from dataclasses import dataclass
@@ -987,6 +988,33 @@ def manager_factory() -> MagenticManagerBase:
         MagenticBuilder(participants=[agent], manager=manager, manager_factory=manager_factory)
 
 
+def test_magentic_with_custom_manager_does_not_warn_without_standard_manager_options(caplog: Any) -> None:
+    caplog.set_level(logging.WARNING, logger="agent_framework_orchestrations._magentic")
+
+    MagenticBuilder(participants=[StubAgent("agentA", "reply")], manager=FakeManager())
+
+    assert "Custom manager provided; all other manager arguments will be ignored." not in caplog.text
+
+
+def test_magentic_with_custom_manager_factory_does_not_warn_without_standard_manager_options(caplog: Any) -> None:
+    caplog.set_level(logging.WARNING, logger="agent_framework_orchestrations._magentic")
+
+    def manager_factory() -> MagenticManagerBase:
+        return FakeManager()
+
+    MagenticBuilder(participants=[StubAgent("agentA", "reply")], manager_factory=manager_factory)
+
+    assert "Custom manager provided; all other manager arguments will be ignored." not in caplog.text
+
+
+def test_magentic_with_custom_manager_warns_when_standard_manager_option_is_provided(caplog: Any) -> None:
+    caplog.set_level(logging.WARNING, logger="agent_framework_orchestrations._magentic")
+
+    MagenticBuilder(participants=[StubAgent("agentA", "reply")], manager=FakeManager(), max_stall_count=3)
+
+    assert "Custom manager provided; all other manager arguments will be ignored." in caplog.text
+
+
 async def test_magentic_with_manager_factory():
     """Test workflow creation using manager_factory."""
     factory_call_count = 0
@@ -1037,6 +1065,20 @@ def agent_factory() -> SupportsAgentRun:
     assert event_count > 0
 
 
+def test_magentic_agent_factory_uses_default_max_stall_count() -> None:
+    def agent_factory() -> SupportsAgentRun:
+        return cast(SupportsAgentRun, StubManagerAgent())
+
+    participant = StubAgent("agentA", "reply from agentA")
+    workflow = MagenticBuilder(participants=[participant], manager_agent_factory=agent_factory).build()
+
+    orchestrator = next(e for e in workflow.executors.values() if isinstance(e, MagenticOrchestrator))
+    manager = orchestrator._manager  # type: ignore[reportPrivateUsage]
+
+    assert isinstance(manager, StandardMagenticManager)
+    assert manager.max_stall_count == 3
+
+
 async def test_magentic_manager_factory_reusable_builder():
     """Test that the builder can be reused to build multiple workflows with manager factory."""
     factory_call_count = 0
diff --git a/python/uv.lock b/python/uv.lock
index 5e4ae35369..f464a44d9e 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -562,7 +562,7 @@ requires-dist = [
     { name = "agent-framework-core", editable = "packages/core" },
     { name = "azure-ai-agentserver-core", specifier = ">=2.0.0b3,<3" },
     { name = "azure-ai-agentserver-invocations", specifier = ">=1.0.0b3,<2" },
-    { name = "azure-ai-agentserver-responses", specifier = ">=1.0.0b5,<2" },
+    { name = "azure-ai-agentserver-responses", specifier = ">=1.0.0b7,<2" },
 ]
 
 [[package]]
@@ -1171,19 +1171,18 @@ wheels = [
 
 [[package]]
 name = "azure-ai-agentserver-core"
-version = "2.0.0b3"
+version = "2.0.0b5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "azure-monitor-opentelemetry-exporter", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "hypercorn", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "microsoft-opentelemetry", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "opentelemetry-api", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
-    { name = "opentelemetry-exporter-otlp-proto-grpc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "starlette", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/84/29/1a9606d5252b02d77070a1b633dd0c26fe65a0f4a0fb0cfdaa751e2ed458/azure_ai_agentserver_core-2.0.0b3.tar.gz", hash = "sha256:e295b19a65d53c513929f52f0862bbb815cc9e9fc29d2a2825452f3136260123", size = 42573, upload-time = "2026-04-23T04:13:16.717Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a5/06/7c88b6506d26ee625a967cef762e6a155ed7ab8812f3f1e45ec1a950b8ae/azure_ai_agentserver_core-2.0.0b5.tar.gz", hash = "sha256:f03dc737351e5d847e9fc18c5b78b261436de368f1317a0c29957cc2179c37d1", size = 46273, upload-time = "2026-05-25T12:48:01.739Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7f/9b/1fc87c05b55821f33c46c5e8a3b97a573aa2fc4bff387e75cca1a87800b4/azure_ai_agentserver_core-2.0.0b3-py3-none-any.whl", hash = "sha256:5ef921eb9fd9c0f15682fe930320fae50dccfa915d7518f9a16d99014bbcb3cb", size = 29127, upload-time = "2026-04-23T04:13:17.976Z" },
+    { url = "https://files.pythonhosted.org/packages/68/80/a43a269601512793b220c36dc0864b44d806b969dbfe14f1ecc3b5f5202b/azure_ai_agentserver_core-2.0.0b5-py3-none-any.whl", hash = "sha256:0d00c298892e2ff466b32235d5d9c55b57054f0e8fcedb0726eacd7684e1aa89", size = 31521, upload-time = "2026-05-25T12:48:03.072Z" },
 ]
 
 [[package]]
@@ -1200,7 +1199,7 @@ wheels = [
 
 [[package]]
 name = "azure-ai-agentserver-responses"
-version = "1.0.0b5"
+version = "1.0.0b7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -1208,9 +1207,9 @@ dependencies = [
     { name = "azure-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "isodate", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e6/27/3ecb7fe704ff8764199bfbe4cc1e584a520a9affe042470d9d50b6e1e73a/azure_ai_agentserver_responses-1.0.0b5.tar.gz", hash = "sha256:0b627b810359c792ea7b6fa6782abaf6df32d9bc9e5a569ad722afcffd0ce8d9", size = 410908, upload-time = "2026-04-23T04:31:15.414Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f1/53/febb6f3453f5dc1e0b6dc47d4e5198b64605d1f83c847255946f74bc300e/azure_ai_agentserver_responses-1.0.0b7.tar.gz", hash = "sha256:2f67cdfc0219cb0ab86800dadb1cfdb40ab4aa0413dae7ffa5ea4ea84eec3eb0", size = 419032, upload-time = "2026-05-25T12:48:38.81Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/44/91/1e5c0d7ce95ca8b022e69e4ca6b23e413fc2d57f0191429c4633e02213d2/azure_ai_agentserver_responses-1.0.0b5-py3-none-any.whl", hash = "sha256:4c2a6ab56e71eeb330aa52b7cb2cc71b8ec6b5bbe0e7dc84310f2c7fbda393a3", size = 268362, upload-time = "2026-04-23T04:31:17.014Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/94/48825357e009f7db3b6b5d0a9344a7ab3304e32f06f50328b2393e3b06cb/azure_ai_agentserver_responses-1.0.0b7-py3-none-any.whl", hash = "sha256:efb5271f24a297bacde9769359308e54e870f66ad4d3b4826ae97a77e40e94d4", size = 268063, upload-time = "2026-05-25T12:48:40.817Z" },
 ]
 
 [[package]]
@@ -3887,6 +3886,41 @@ wheels = [
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