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Python: Add second approval-required tool (set_stop_loss) to concurrent_builder_tool_approval sample#4875

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moonbox3:agent/fix-4874-2
Apr 21, 2026
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Python: Add second approval-required tool (set_stop_loss) to concurrent_builder_tool_approval sample#4875
moonbox3 merged 5 commits into
microsoft:mainfrom
moonbox3:agent/fix-4874-2

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Motivation and Context

The concurrent_builder_tool_approval sample only demonstrated a single tool requiring approval (execute_trade), which didn't fully showcase how concurrent workflows handle approval requests for multiple different tools simultaneously. Adding a second approval-required tool makes the sample more realistic and informative.

Fixes #4874

Description

A new set_stop_loss tool with approval_mode="always_require" is added to the sample alongside the existing execute_trade tool. Both agents' instructions and tool lists are updated to include the new tool, and the task prompt now requests stop-loss orders. The expected output comments are updated to reflect the additional approval requests, demonstrating that concurrent workflows can independently handle multiple approval-requiring tools across parallel agents.

Contribution Checklist

  • The code builds clean without any errors or warnings
  • The PR follows the Contribution Guidelines
  • All unit tests pass, and I have added new tests where possible
  • Is this a breaking change? If yes, add "[BREAKING]" prefix to the title of the PR.

Note: PR autogenerated by moonbox3's agent

Add a second approval-gated tool (set_stop_loss) to the concurrent workflow
tool approval sample to demonstrate handling approval requests for different
tools in the same concurrent workflow.

Changes:
- Add set_stop_loss(symbol, stop_price) with approval_mode='always_require'
- Include new tool in both agents' tool lists
- Update agent instructions and prompt to encourage stop-loss usage
- Update docstring to reflect two approval-gated tools
- Update sample output to show mixed approval requests

Fixes microsoft#4874

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot AI review requested due to automatic review settings March 24, 2026 01:31
@moonbox3 moonbox3 self-assigned this Mar 24, 2026
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Automated Code Review

Reviewers: 4 | Confidence: 91%

✓ Correctness

This PR adds a new set_stop_loss tool with approval_mode="always_require" to the concurrent builder tool approval sample. The new tool follows the same patterns as the existing execute_trade tool, uses valid Annotated[float, ...] parameter typing, and is correctly wired into both agents' tool lists. The instructions, prompts, and sample output documentation are all updated consistently. No logical, API usage, or correctness issues found.

✓ Security Reliability

This is a straightforward sample file change that adds a new set_stop_loss mock tool function with approval_mode="always_require" to demonstrate multiple tools requiring approval in a concurrent workflow. The new tool follows the same patterns as the existing execute_trade tool. All functions are mocks returning formatted strings with no real side effects. The approval flow in process_event_stream handles the new tool generically via the existing function_approval_request type check. No security or reliability issues found.

✓ Test Coverage

This PR modifies only a sample file (not library code) to add a second approval-required tool (set_stop_loss) to demonstrate handling approval requests for different tools in concurrent workflows. The new set_stop_loss tool function is trivial (string formatting), and the underlying framework behaviors it exercises—``@tool(approval_mode="always_require") and `ConcurrentBuilder` concurrent approval handling—are already covered by existing unit tests in `test_concurrent.py`, `test_tools.py`, `test_function_invocation_logic.py`, and others. No new library-level behavior is introduced, so no new tests are needed.

✓ Design Approach

This PR adds a second approval-required tool (set_stop_loss) to the concurrent workflow sample to better demonstrate multiple approval-required tools working in parallel. The change is purely additive and well-scoped: the new tool is correctly decorated with approval_mode="always_require", added to both agents, and the documentation/comments are updated consistently. There is one pre-existing inconsistency (not introduced here) worth noting: the sample output comment shows "Approval requested for tool: ..." and "Arguments: ..." lines, but process_event_stream in this file does not actually print those messages (it only prints "Simulating human approval for: .."). The PR updates the sample output comment to add more of these phantom lines without fixing the underlying gap between documented output and actual code behavior, which could mislead developers trying to understand the sample.

Suggestions

  • The sample output comment (lines 200–228) shows "Approval requested for tool:" and "Arguments: ..." lines that process_event_stream does not actually print — only "Simulating human approval for:" is emitted. The sequential sample (sequential_builder_tool_approval.py) correctly prints [APPROVAL REQUIRED], tool name, and arguments before the simulated approval. Consider aligning process_event_stream in this file to also print the tool name and arguments when collecting approval requests, so the sample output comment matches the real output.

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Pull request overview

Enhances the Python concurrent_builder_tool_approval workflow sample to demonstrate concurrent approval handling across multiple distinct approval-required tools, making the scenario closer to real trading/risk-management flows.

Changes:

  • Added a new approval-required tool, set_stop_loss, alongside execute_trade.
  • Updated both agents’ instructions and tool lists to include stop-loss usage.
  • Updated the task prompt and the sample’s expected output narrative to reflect stop-loss approval requests.

…ream (microsoft#4874)

Align process_event_stream in concurrent_builder_tool_approval.py to print
the tool name and arguments when collecting approval requests, matching the
sample output comment and the sequential_builder_tool_approval.py pattern.

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

Reviewers: 4 | Confidence: 92%

✓ Correctness

This is a straightforward sample code enhancement that adds informative print statements when tool approval requests are received during concurrent workflow processing. The access pattern (event.data.function_call.name and event.data.function_call.arguments) is correct: when Content.type == "function_approval_request", the function_call attribute is always a Content object of type function_call which has name and arguments attributes. The # type: ignore comments are appropriate since the type checker can't narrow function_call from Content | None based on the runtime type check. The existing code at lines 138-139 already uses the same access pattern without issue.

✓ Security Reliability

The change adds two print statements to a sample script that display the tool name and arguments from a function approval request as it arrives in the event stream. This is purely a sample/demo enhancement for better user experience during the approval flow. The # type: ignore comments are consistent with the existing pattern at lines 139 (already present in the file). The function_call attribute on Content is a well-defined field (line 508/561 in _types.py), and the guard event.data.type == "function_approval_request" ensures the field is populated before access. No security, reliability, or correctness issues are present.

✓ Test Coverage

This PR adds three lines of print output to a sample script (concurrent_builder_tool_approval.py) to display tool name and arguments when an approval request is received. The change is cosmetic console output in a sample file, not in library/package code. No behavioral logic is introduced or modified — only additional print statements inside an existing conditional branch. Sample files in this repo do not have unit tests, and adding tests for print-statement-only changes in samples would provide negligible value. The sample output docstring at the bottom of the file has already been updated in a prior version to reflect this output, so the code and documentation are consistent.

✓ Design Approach

The diff adds two print statements inside the event-stream processor to surface tool name and arguments at the moment an approval request is received, rather than only at the later 'simulating approval' step. This is a sample file, and the output matches what the existing docstring already documents. The approach is correct and consistent with the surrounding code. The # type: ignore comments are consistent with the existing pattern at line 139 where request.function_call.name is accessed the same way. Since from_function_approval_request always sets function_call as a non-optional parameter, the runtime risk is low. No fundamental design issues exist.

Suggestions

  • The function_call field is typed as Content | None, so accessing .name and .arguments without a None-guard could raise AttributeError if the content were constructed via a path other than from_function_approval_request. Adding if event.data.function_call is not None: around lines 130-131 (and removing the # type: ignore comments) would be safer, more idiomatic, and consistent with what the type system expects.

Automated review by moonbox3's agents

Comment thread python/samples/03-workflows/tool-approval/concurrent_builder_tool_approval.py Outdated
Copilot and others added 2 commits March 24, 2026 01:46
…osoft#4874)

Add explicit None-checks before accessing function_call.name and
function_call.arguments in concurrent_builder_tool_approval.py. The
function_call field is typed Content | None, so direct attribute access
without a guard could raise AttributeError and required type: ignore
comments. The None-guard is consistent with the pattern used in
_agent_run.py and removes the suppression comments.

Also add a regression test verifying that function_call defaults to None
and that the None-guard pattern is safe.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
…icrosoft#4874)

Apply the same fix to sequential_builder_tool_approval.py and
group_chat_builder_tool_approval.py, which had the identical pattern
of accessing function_call.name/arguments without a None-guard.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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markwallace-microsoft commented Mar 24, 2026

Python Test Coverage

Python Test Coverage Report •
FileStmtsMissCoverMissing
TOTAL28982347688% 
report-only-changed-files is enabled. No files were changed during this commit :)

Python Unit Test Overview

Tests Skipped Failures Errors Time
5753 30 💤 0 ❌ 0 🔥 1m 35s ⏱️

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Automated Code Review

Reviewers: 4 | Confidence: 89%

✓ Correctness

Clean, correct change. The added request.function_call is not None guard narows the type from Content | None to Content, which properly eliminates the need for the # type: ignore comments. The factory method from_function_approval_request always sets function_call to a non-None value, so the guard won't change runtime behavior in practice, but it's more defensive and type-safe. No correctness issues found.

✓ Security Reliability

The diff adds a defensive None check on request.function_call before accessing its attributes, replacing # type: ignore suppressions with a proper runtime guard. This is a sound reliability improvement that prevents AttributeError if a malformed function_approval_request arrives with a None function_call. The underlying to_function_approval_response method in the core library also passes self.function_call through with # type: ignore, meaning the None would propagate silently without this guard. However, when function_call is None, the sample now silently skips the approval request without producing a response entry, which could cause the workflow to hang waiting for a response that never comes. This is a minor concern for sample code but worth noting.

✓ Test Coverage

This PR adds a None-guard (and request.function_call is not None) to two sample files before accessing function_call attributes, and removes the now-unnecessary # type: ignore comments. The underlying Content.function_call field is typed as Content | None, so this change is correct for type safety. A corresponding unit test (test_function_approval_request_function_call_none_guard in test_types.py) already exists that validates the None-guard pattern, covering both the None case and the normal case with attributes. Since these are sample files (not library code), the existing library-level tests adequately cover the underlying behavior. No new tests are needed for this change.

✓ Design Approach

The PR removes # type: ignore suppressors by adding an is not None guard before accessing request.function_call. This is a valid fix: Content.__init__ types function_call as Optional[Content], so the type-checker correctly flags unguarded access. The concurrent sample already uses this exact pattern, confirming this is the intended idiom. The from_function_approval_request factory does require a non-None function_call, so this state should never occur via the public API. The only design concern is that when type == 'function_approval_request' but function_call is None (e.g., from a deserialization edge case), both samples silently skip the request, leaving it unanswered in responses — which could hang the workflow. A warning log in an else branch would surface this as a framework bug rather than a silent no-op. That said, since this is sample/demo code and not framework logic, this is a minor concern rather than a blocking issue.

Suggestions

  • When type == 'function_approval_request' but function_call is None, both samples silently skip the request without adding a response entry, which could hang the workflow. Consider adding an else branch with a warning log (e.g., print(f'WARNING: function_approval_request {request_id} has no function_call, skipping')) so this edge case is detectable rather than a silent no-op.
  • Longer-term, the root cause is that Content uses a monolithic class with a single function_call: Content | None field for all type variants (the recurring # type: ignore in to_function_approval_response at line 1238 of _types.py exposes the same gap). A discriminated union or per-type dataclasses would eliminate this class of type suppressions entirely.

Automated review by moonbox3's agents

@eavanvalkenburg
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@moonbox3 you have the approvals, but might need a more carefull rebase before merging...

sanaullahmohammed pushed a commit to sanaullahmohammed/NexusOps that referenced this pull request May 28, 2026
Updated
[Microsoft.Agents.AI](https://github.com/microsoft/agent-framework) from
1.0.0 to 1.8.0.

<details>
<summary>Release notes</summary>

_Sourced from [Microsoft.Agents.AI's
releases](https://github.com/microsoft/agent-framework/releases)._

## 1.7.0

## [1.7.0] - 2026-05-28

### Added
- **agent-framework-core**: Add `HarnessAgent` and background-agents
harness provider
([#​6041](https://github.com/microsoft/agent-framework/pull/6041),
[#​6069](https://github.com/microsoft/agent-framework/pull/6069))
- **agent-framework-core**, **agent-framework-a2a**: Add
`A2AAgentSession` with referenced task IDs and input-required support
([#​5980](https://github.com/microsoft/agent-framework/pull/5980))
- **agent-framework-foundry**: Add experimental prompt-agent conversion
and deployment APIs
([#​5959](https://github.com/microsoft/agent-framework/pull/5959))
- **agent-framework-declarative**: Add Foundry Toolbox MCP invocation
support and sample
([#​5933](https://github.com/microsoft/agent-framework/pull/5933))
- **samples**: Add hosting samples overview README
([#​5407](https://github.com/microsoft/agent-framework/pull/5407))

### Changed
- **agent-framework-core**: Align TodoProvider tool names with the C#
implementation
([#​6107](https://github.com/microsoft/agent-framework/pull/6107))
- **agent-framework-core**: Align ModeProvider tool names and
instructions
([#​6071](https://github.com/microsoft/agent-framework/pull/6071))
- **agent-framework-chatkit**: Raise the `openai-chatkit` dependency
floor to `>=1.6.4` to match the current typed API usage.
- **agent-framework-declarative**: [BREAKING] Remove Python-only
declarative actions and rename alias kinds to C# canonical names
([#​6126](https://github.com/microsoft/agent-framework/pull/6126))
- **tests**: Replace deprecated `asyncio.iscoroutinefunction` usage in
DevUI cleanup-hook tests
([#​4563](https://github.com/microsoft/agent-framework/pull/4563))

### Fixed
- **agent-framework-core**: Point `@​experimental` warnings at user code
([#​5996](https://github.com/microsoft/agent-framework/pull/5996))
- **agent-framework-declarative**: Fix Foreach body exit wiring
([#​6050](https://github.com/microsoft/agent-framework/pull/6050))
- **agent-framework-devui**: Fix streaming memory growth regression
([#​6038](https://github.com/microsoft/agent-framework/pull/6038))
- **agent-framework-foundry**: Pass default headers to Foundry agents
([#​6040](https://github.com/microsoft/agent-framework/pull/6040))
- **agent-framework-foundry-hosting**: Fix hosted handoff argument
serialization
([#​5861](https://github.com/microsoft/agent-framework/pull/5861))
- **agent-framework-foundry-hosting**: Allow hosted checkpoints to
restore `MessageRole` values
([#​6049](https://github.com/microsoft/agent-framework/pull/6049))
- **agent-framework-openai**: Preserve citation `get_url` metadata
([#​6037](https://github.com/microsoft/agent-framework/pull/6037))
- **agent-framework-openai**: Guard Chat Completions streaming against
null deltas
([#​5734](https://github.com/microsoft/agent-framework/pull/5734))
- **agent-framework-openai**: Read response headers defensively for
stream wrappers without `.headers`
([#​6028](https://github.com/microsoft/agent-framework/pull/6028),
[#​6029](https://github.com/microsoft/agent-framework/pull/6029))
- **samples**: Fix sequential workflow sample output handling
([#​5976](https://github.com/microsoft/agent-framework/pull/5976))

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.6.0...python-1.7.0

## 1.6.1

## What's Changed
* .NET: Add hyperlight to release slnf by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5695
* .NET: Update FoundryAgent to address HostedAgents strict URL routing
by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5677
* .NET: Add IChatMessageInjector for message injection during function
loop by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5679
* .NET: Foundry.Hosting IT - eliminate MSBuild parallel-output races by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5725
* .NET: Hosted-Files sample + AgentSessionFiles SDK companion +
integration test by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5698
* .NET: Simplify ClientHeadersScope to rely on AsyncLocal natural
restoration by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5676
* .NET: Hosted Agents - RAG Sample with Azure AI Search (#​5693) by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5701
* .NET: Fix/per service input persistence on stream error by @​alliscode
in https://github.com/microsoft/agent-framework/pull/5744
* .NET: Remove Foundry Toolbox server-side tools support by @​alliscode
in https://github.com/microsoft/agent-framework/pull/5753
* .NET: DevUI: add configurable access controls for the DevUI HTTP
surface by @​moonbox3 in
https://github.com/microsoft/agent-framework/pull/5739
* .NET: Add A2A input-request content for human-in-the-loop scenarios by
@​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5743
* .NET fix: Synthesized Handoff FunctionResult is never sent to agent by
@​lokitoth in https://github.com/microsoft/agent-framework/pull/5718
* .NET: Refactor harness console rendering by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5751
* .NET: fix: align Anthropic Extensions AI version by @​danyalahmed1995
in https://github.com/microsoft/agent-framework/pull/5709
* .NET: declare Magentic protocol messages by @​he-yufeng in
https://github.com/microsoft/agent-framework/pull/5778
* .NET: Feat/dotnet shell tool by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5604
* .NET: Fix OpenAIResponsesAgentClient to include agentName in endpoint
path by @​giles17 in
https://github.com/microsoft/agent-framework/pull/5748
* .NET: CI hardening — split Functions tests, re-enable skipped
integration tests by @​giles17 in
https://github.com/microsoft/agent-framework/pull/5717
* .NET: Add harness agent package by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5782
* .NET: [Breaking Change] Auto-wire ChatClient with
OpenTelemetryChatClient in OpenTelemetryAgent by @​Copilot in
https://github.com/microsoft/agent-framework/pull/5750
* Dotnet: Fixing FoundryToolboxMcp sample to use created toolbox by
@​alliscode in https://github.com/microsoft/agent-framework/pull/5786
* .NET: fix: avoid mutating handoff message roles by @​he-yufeng in
https://github.com/microsoft/agent-framework/pull/5808
* .NET: feat(evals): add ground_truth/expected_output support for
workflow evaluation by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5755
* .NET: Update version for release. by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5789
* .NET: Fix build issue CA1873 in DevUI by using LoggerMessage source
generator by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5831
* [BREAKING] Python: DevUI: tighten default access controls and CORS
posture by @​moonbox3 in
https://github.com/microsoft/agent-framework/pull/5740
* [BREAKING] Python: Align file skill folder discovery with
agentskills.io spec by @​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5807
* .NET: Filestore improvements by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5842
* .NET: DevUI: quarantine flaky discovery integration test (#​5845) by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5846
* .NET: Update version to 1.6.1 for release by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5843

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.5.0...dotnet-1.6.1

## 1.6.0

## [1.6.0] - 2026-05-21

### Added
- **agent-framework-core**: Shell tool with support for local and Docker
execution
([#​5664](https://github.com/microsoft/agent-framework/pull/5664))
- **agent-framework-monty**: New Monty-backed CodeAct provider package
([#​5915](https://github.com/microsoft/agent-framework/pull/5915))
- **agent-framework-foundry**: Add experimental hosted tool factories on
`FoundryChatClient`
([#​5958](https://github.com/microsoft/agent-framework/pull/5958))
- **agent-framework-foundry**: Include tool definitions for Foundry
agent evals
([#​5974](https://github.com/microsoft/agent-framework/pull/5974))
- **agent-framework-a2a**: Use non-streaming transport and
`return_immediately` for background ops
([#​5963](https://github.com/microsoft/agent-framework/pull/5963))

### Changed
- **agent-framework-core**, **agent-framework-foundry**: [BREAKING]
Enable instrumentation by default
([#​5865](https://github.com/microsoft/agent-framework/pull/5865))
- **agent-framework-foundry**: Show more authentication methods in
Foundry Toolbox MCP
([#​5719](https://github.com/microsoft/agent-framework/pull/5719))

### Fixed
- **agent-framework-core**: Skip MCP prompt loading when unsupported
([#​5370](https://github.com/microsoft/agent-framework/pull/5370))

## 1.5.0

## What's Changed
* .NET: feat: Implement message filtering to exclude non-portable
content typ… by @​tarockey in
https://github.com/microsoft/agent-framework/pull/5410
* .NET: Add allow listing for WebBrowsingTool by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5605
* .NET: fix: JSON Serialization issue with MultiPartyConversation by
@​lokitoth in https://github.com/microsoft/agent-framework/pull/5653
* .NET: Improve Todo multithreading and inject todos into message list
by @​westey-m in https://github.com/microsoft/agent-framework/pull/5655
* .NET: fix: Add missing Workflows "Shared" sources to solution by
@​lokitoth in https://github.com/microsoft/agent-framework/pull/5656
* .NET: Fix QuestionExecutor looping after GotoAction re-entry in
declarative workflows by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5635
* .NET: Fix YAML block scalar parsing for file skills by @​tejakusireddy
in https://github.com/microsoft/agent-framework/pull/5610
* .NET: Add hosted agent observability sample by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5660
* .NET: Bump MEAI to 10.5.1 and add Foundry per-call x-client header
support by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5652
* .NET: Fix flaky declarative test by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5669
* .NET: Add Foundry.Hosting.IntegrationTests by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5598
* .NET: Issue 5662 by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5668
* .NET: Support reasoning events in AGUI by @​jeffinsibycoremont in
https://github.com/microsoft/agent-framework/pull/4953
* .NET: feat: Update Github Copilot SDK to 1.0.0-beta.2 by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5699
* .NET: feat: Implement Magentic Orchestration for .NET by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5595
* .NET: Foundry.Hosting IT - avoid MSB3026 in publish step by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5689
* .NET: Python: Add dotnet integration test report to CI by @​giles17 in
https://github.com/microsoft/agent-framework/pull/5515
* .NET: Non-thread-safe sequence number generation may cause duplicate
or out-of-order IDs by @​tuanaiseo in
https://github.com/microsoft/agent-framework/pull/5320
* .NET: Fix typo: sesionElement -> sessionElement by @​XiongHaoTrigger
in https://github.com/microsoft/agent-framework/pull/5674
* .NET: Mark Magentic Orchestration Experimental by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5704
* .NET: Fix function_call_output.output to be a JSON string on the wire
by @​alliscode in https://github.com/microsoft/agent-framework/pull/5705
* .NET: Update version for release by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5703

## New Contributors
* @​tarockey made their first contribution in
https://github.com/microsoft/agent-framework/pull/5410
* @​tejakusireddy made their first contribution in
https://github.com/microsoft/agent-framework/pull/5610
* @​jeffinsibycoremont made their first contribution in
https://github.com/microsoft/agent-framework/pull/4953
* @​tuanaiseo made their first contribution in
https://github.com/microsoft/agent-framework/pull/5320
* @​XiongHaoTrigger made their first contribution in
https://github.com/microsoft/agent-framework/pull/5674

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.4.0...dotnet-1.5.0

## 1.4.0

## What's Changed
* .NET: Bump OpenTelemetry packages to 1.15.3 by @​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5478
* .NET: Support returning durable workflow results from HTTP trigger
endpoint by @​kshyju in
https://github.com/microsoft/agent-framework/pull/5321
* .NET: [Breaking] Support string[] arguments for file-based skill
scripts by @​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5475
* .NET: Add HttpRequestAction support to declarative workflows by
@​peibekwe in https://github.com/microsoft/agent-framework/pull/5474
* .NET: Add declarative HttpRequestAction sample by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5572
* .NET: dotnet: Add hosted-agent User-Agent supplement to outgoing
requests by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5453
* .NET: Add dedicated Foundry.Hosting UnitTest project by @​rogerbarreto
in https://github.com/microsoft/agent-framework/pull/5592
* .NET: Harness Feature branch by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5310
* .NET: Hosting updates to declarative workflows by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5589
* docs: enhance README with 1.0 features and improved structure by
@​chetantoshniwal in
https://github.com/microsoft/agent-framework/pull/5534
* .NET: Update version for release by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5636
* .NET: Add Microsoft.Agents.AI.Hyperlight package for CodeAct
integration (.NET) by @​eavanvalkenburg in
https://github.com/microsoft/agent-framework/pull/5329

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.3.0...dotnet-1.4.0

## 1.3.0

## What's Changed
* .NET: Add dynamic tool expansion sample by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5425
* .NET: Update Aspire package to be preview by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5444
* .NET: Fix off-thread RunStatus race where GetStatusAsync can return
Running after ResumeAsync halts by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5412
* .NET: Update versions for release by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5449
* .NET: Add streaming support to A2A agent handler by @​SergeyMenshykh
in https://github.com/microsoft/agent-framework/pull/5427
* .NET: dotnet: Add server-side Foundry Toolbox support and fix SDK
beta.4 br… by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5450

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.2.0...dotnet-1.3.0

## 1.2.2

## [1.2.2] - 2026-04-29

### Added
- **agent-framework-azure-contentunderstanding**: New alpha package —
Azure AI Content Understanding context provider that auto-analyzes file
attachments (documents, images, audio, video) and injects structured
results into the LLM context, with multi-document session state,
configurable timeout, output filtering via `AnalysisSection`, and
auto-registered `list_documents` / `get_analyzed_document` tools
([#​4829](https://github.com/microsoft/agent-framework/pull/4829))
- **agent-framework-foundry-hosting**: Add hosted Durable Workflow
support — propagate full conversation history to workflow agents and
wire `Workflow.as_agent()` end-to-end via the foundry hosting layer
([#​5531](https://github.com/microsoft/agent-framework/pull/5531))

### Changed
- **agent-framework-orchestrations**: [BREAKING] Standardize
orchestration terminal outputs as `AgentResponse` so
`Workflow.as_agent()` returns the final answer only; aligns
sequential-approval (`with_request_info`) and concurrent
(`intermediate_outputs=True`) flows on the same output contract
([#​5301](https://github.com/microsoft/agent-framework/pull/5301))
- **agent-framework-core**, **agent-framework-declarative**: Preserve
`Workflow.run()` shared state across calls so multi-turn `WorkflowAgent`
invocations retain context, accept `list[Message]` input in the
declarative start executor, and coerce `Enum` values when serializing
PowerFx symbols
([#​5531](https://github.com/microsoft/agent-framework/pull/5531))
- **dependencies**: Update workspace package dependencies and preserve
`mcp[ws]` / `uvicorn[standard]` extras through override-dependencies in
`/python`
([#​5555](https://github.com/microsoft/agent-framework/pull/5555))

### Fixed
- **agent-framework-core**: Fix observability spans not being correctly
nested when using streaming
([#​5552](https://github.com/microsoft/agent-framework/pull/5552))
- **agent-framework-openai**: Fix `file_search` citations breaking the
assistant-message history roundtrip — skip `hosted_file` content in the
assistant role so the Responses API no longer rejects `input_file`
([#​5557](https://github.com/microsoft/agent-framework/pull/5557))

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.2.1...python-1.2.2

## 1.2.1

## [1.2.1] - 2026-04-28

### Added
- **agent-framework-foundry-hosting**: Add file data type support to
hosted-agent Responses, refresh `foundry-hosted-agents` samples, and add
response test coverage
([#​5485](https://github.com/microsoft/agent-framework/pull/5485))
- **samples**: Add `requirements.txt` and `.env.example` to the `a2a/`
hosting sample for pip-based setup
([#​5510](https://github.com/microsoft/agent-framework/pull/5510))

### Changed
- **dependencies**: Update `rich` requirement from `<15.0.0,>=13.7.1` to
`>=13.7.1,<16.0.0` in `/python`
([#​5227](https://github.com/microsoft/agent-framework/pull/5227))
- **dependencies**: Bump `prek` from `0.3.8` to `0.3.9` in `/python`
([#​5228](https://github.com/microsoft/agent-framework/pull/5228))
- **dependencies**: Bump `python-multipart` from `0.0.22` to `0.0.26` in
`/python`
([#​5286](https://github.com/microsoft/agent-framework/pull/5286))
- **dependencies**: Bump `pyasn1` from `0.6.2` to `0.6.3` in `/python`
([#​4748](https://github.com/microsoft/agent-framework/pull/4748))
- **dependencies**: Bump `pytest` from `9.0.2` to `9.0.3` in
`/python/packages/ag-ui`
([#​5461](https://github.com/microsoft/agent-framework/pull/5461))
- **dependencies**: Bump `pytest` from `9.0.2` to `9.0.3` in
`/python/packages/devui`
([#​5492](https://github.com/microsoft/agent-framework/pull/5492))
- **dependencies**: Bump `pytest` from `9.0.2` to `9.0.3` in
`/python/packages/lab`
([#​5470](https://github.com/microsoft/agent-framework/pull/5470))
- **dependencies**: Bump `uv` from `0.11.3` to `0.11.6` in
`/python/packages/lab`
([#​5469](https://github.com/microsoft/agent-framework/pull/5469))
- **dependencies**: Bump `vite` from `7.1.12` to `7.3.2` in
`/python/packages/devui/frontend`
([#​5127](https://github.com/microsoft/agent-framework/pull/5127))
- **dependencies**: Bump `vite` from `7.1.12` to `7.3.2` in
`/python/samples/05-end-to-end/chatkit-integration/frontend`
([#​5126](https://github.com/microsoft/agent-framework/pull/5126))
- **dependencies**: Bump `postcss` from `8.5.6` to `8.5.10` in
`/python/packages/devui/frontend`
([#​5484](https://github.com/microsoft/agent-framework/pull/5484))
- **dependencies**: Bump `postcss` from `8.5.6` to `8.5.10` in
`/python/samples/05-end-to-end/chatkit-integration/frontend`
([#​5491](https://github.com/microsoft/agent-framework/pull/5491))
- **dependencies**: Bump `postcss` from `8.5.6` to `8.5.12` in
`/python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend`
([#​5527](https://github.com/microsoft/agent-framework/pull/5527))
- **dependencies**: Bump `picomatch` from `4.0.3` to `4.0.4` in
`/python/packages/devui/frontend`
([#​4921](https://github.com/microsoft/agent-framework/pull/4921))
- **dependencies**: Bump `picomatch` from `4.0.3` to `4.0.4` in
`/python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend`
([#​4936](https://github.com/microsoft/agent-framework/pull/4936))

### Fixed
- **agent-framework-core**: Prevent `inner_exception` from being lost in
`AgentFrameworkException`
([#​5167](https://github.com/microsoft/agent-framework/pull/5167))

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.2.0...python-1.2.1

## 1.2.0



## Changes:

* f2b215a2f6d4767fd37b17dd33195100ea2e498f .NET [WIP] Foundry Hosted
Agents Support (#​5312) [ #​5091, #​5287, #​5278, #​5281, #​5316,
#​5336, #​5341, #​5367, #​5368, #​5371, #​5374, #​5406, #​5408 ]
* 57fa8ea9022ac9ec39fb5ececb020aa042599c8f Python: Fix
OpenAIEmbeddingClient to use AsyncOpenAI for /openai/v1 endpoints
(#​5137) [ #​5068 ]
* aa582d021d69dd3b047d7664ced090dcc08b56f2 Python: feat(evals): add
ground_truth support for similarity evaluator (#​5234)
* 8f17067383154e87e3a3c8ae673c7b5f1cf71add .NET: Update .NET package
version 1.2.0 (#​5364)
* 267351b7607595cfcb2d64c739587bc50a476e2f .NET: Expand Workflow Unit
Test Coverage (#​5390)
* adcd2d33f5e32be85ea141fc8cc6fbe590aa0981 .NET: Declarative workflows -
Gracefully handle agent scenarios when no response is returned (#​5376)
* d5777bc546ba48652d85cec6093b445965533a4a fix: Duplicate CallIds cause
Handoff Message Filtering to fail (#​5359)
* b6b191ad9c2ddaaa8a647419135f01a2d3fce73a Python: Add second
approval-required tool (set_stop_loss) to
concurrent_builder_tool_approval sample (#​4875) [ #​4874 ]
* 2c8036779c20e5fa2feb6304c01e28c594e801a9 Python: Bump versions for a
release. Update CHANGELOG (#​5385)
* ce8b6305d8e7280ac9d22226a17e2e4f0828ef97 Python: Foundry hosted agent
V2 (#​5379) [ #​5177, #​5215, #​5235, #​5261, #​5281, #​5284, #​5298,
#​5372, #​5378 ]
<details><summary><b>See More</b></summary>

* 07f4c8a8d66d2fba40bdd086f16cc6dca059d054 Python: Expose forwardedProps
to agents and tools via session metadata (#​5264) [ #​5239 ]
* 04aaf0c1fe6023a579a334f9d2afe5b79ca497f0 Python: Add support for
Foundry Toolboxes (#​5346)
* 3e54a689fc96d681a072fe7e7cfc445909dac74b Python: Add search tool
content for OpenAI responses (#​5302)
* 60af59ba8b3c871065d0a288f21bfd7f0d6be3c1 .NET:
Features/3768-devui-aspire-integration (#​3771)
* 69894eded89d6e8ebf7bdb75cd0d9da54ade8b21 Python: Flatten hyperlight
execute_code output (#​5333)
* 495e1dad6bf3c62b14929805cfd5f0409c897876 Python: Fix
CopilotStudioAgent to reuse conversation ID from existing session
(#​5299) [ #​5285 ]
* 5777ed26e62e721375f78c404b8df1dfbc322560 .NET: fix: Add session
support for Handoff-hosted Agents (#​5280)
* 52303a8d07e8f9f2c3f056d969d99a9062c06219 .NET: Add Code Interpreter
container file download samples (#​5014) [ #​3081 ]
* c85d24da440ebe5266852f6356aecdadc41379c6 .NET: Fix declarative resume
edge predicates to recognize both direct and PortableValue-wrapped forms
after checkpoint restore (#​5323)
* b03cb324d5cc5e91a55b5eb9045b8ead244aaf11 Python: Add Hyperlight
CodeAct package and docs (#​5185)
* dbf935b4e30cf9ae2553cad54f6bc09668f7eb62 .NET: fix: Foundry Agents
without description in Handoff (#​5311)
* ca580a8316a904e947e48aaba8f3c00eb738ae36 .NET: Add error checking to
workflow samples (#​5175)
* 101e07b0610e2a73e0c369be7e81907a44fb243f .NET: Add Handoff sample
(#​5245)
* aee1acbf8baeb9fb3b3f196975aae9e7f7481096 .NET: Foundry Evals
integration for .NET (#​4914) [ #​5269 ]
* 91e34358eb4f2643b13537b470d8ea0aeaec7307 Python: Feat: Add
finish_reason support to AgentResponse and AgentResponseUpdate (#​5211)
[ #​4622 ]
* 90a633967ca60601fc696d335d770f9f05e236e2 Python: Fix Gemini client
support for Gemini API and Vertex AI (#​5258)
* c14beedb3af8bdee168e3a06a245a5b9d8fa5f75 test: Add Handoff
composability test (#​5208)
* 43d98974d3994486a35602467efcffb85839ce66 fix: propagate A2A metadata
with namespaced key in additional_properties (#​5240) (#​5256)
* 60da0ffb4803e0db18d3d3bde8e008eb4277882c .NET: Improve local release
build perf by only formatting for one build target framework (#​5266)
* a2044829b13659ac40f7f4112f74efcce15397cc .NET: Update
Microsoft.Extensions.AI to 10.5.0 and OpenAI to 2.10.0 and remove unused
refs (#​5269)
* 435c66e9c9f215fdea4b041da35e6ca774b63094 Python: Handle url_citation
annotations in `FoundryChatClient` streaming responses (#​5071) [ #​5029
]
* 52d50be9e06456aa8dc4adb2525b0bbd4f60d4d3 Bump Anthropic SDK to 12.13.0
and Anthropic.Foundry to 0.5.0 (#​5279)
* d20f9b5f973b0b8f693f530a8e3c0f9d9c99bb94 Add
AgentExecutorResponse.with_text() to preserve conversation history
through custom executors (#​5255) [ #​5246 ]
* 87a8fa2a9d0ffd3d0b4b31882e70c4f60462bb29 .NET: Fix intermittent
checkpoint-restore race in in-process workflow runs (#​5134)
* 8f7fd9525d1bf24f9606779ba7f8d41b66ce2ff1 Python: Add OpenAI types to
default checkpoint encoding allow list (#​5297)
* 69697065ab78502c5e58a7e6bc90ae14fdc46c20 Python: Add context_providers
and description to `workflow.as_agent()` (#​4651)
* fe4cd3cddc99f157710296dad892bec427cae991 Revert to public MCP server
and skip on transient upstream errors (#​5296)
* 611230cc8ebde031d6c15dbc15d7053ddf56b40c Python: improve
misc-integration test robustness (#​5295)
* f112150cfbc4d514b21b60a81bbe5239b4b2c81f Python: bump misc-integration
retry delay to 30s (#​5293)
* ff05c22c5853a51b83c05b6fdb3b8e982bbf3b31 Python: add experimental file
history provider (#​5248)
* eab7f09d03387a2b393f9785963353c1a09e8b6b Forward provider config to
SessionConfig in GitHubCopilotAgent (fixes #​5190) (#​5195)
* 68b93641b6802abd2d00a5191cb16c6074d39fe1 Python: Bump
agent-framework-devui to 1.0.0b260414 for release (#​5259)
* 2b251d904f1cb045ec3b7e13411cac3c1aa1e019 Python: Fix reasoning replay
when store=False (#​5250)
* 485af07b8c21896b7f24a0313b5a226b3bd711f8 Python: Add GeminiChatClient
(#​4847)
 ... (truncated)

## 1.1.1

## [1.1.1] - 2026-04-23

### Added
- **agent-framework-core**: Add `expected_output` ground-truth support
to `evaluate_workflow` for similarity evaluators
([#​5234](https://github.com/microsoft/agent-framework/pull/5234))
- **agent-framework-ag-ui**, **agent-framework-a2a**: Propagate
`thread_id` and `forwarded_props` through AG-UI to A2A `context_id`
([#​5383](https://github.com/microsoft/agent-framework/pull/5383))
- **samples**: Add second approval-required tool (`set_stop_loss`) to
`concurrent_builder_tool_approval` sample
([#​4875](https://github.com/microsoft/agent-framework/pull/4875))
- **agent-framework-core**: Add `SKIP_PARSING` sentinel for
`FunctionTool.invoke` to bypass `Content`-wrapping and return raw
function results
([#​5424](https://github.com/microsoft/agent-framework/pull/5424))

### Changed
- **agent-framework-foundry-hosting**: Correct Development Status
classifier from Beta (4) to Alpha (3) to match the package's lifecycle
stage ([#​5387](https://github.com/microsoft/agent-framework/pull/5387))
- **tests**: Add Python flaky test report workflow
([#​5342](https://github.com/microsoft/agent-framework/pull/5342))
- **agent-framework-hyperlight**: Simplify host callback to pass raw
Python results via `SKIP_PARSING`, switch `execute_code` input schema to
a plain JSON-schema dict, and tighten public API
surface
([#​5424](https://github.com/microsoft/agent-framework/pull/5424))

### Fixed
- **agent-framework-openai**: Fix OpenAI Responses streaming to
propagate `created_at` from the final `response.completed` event
([#​5382](https://github.com/microsoft/agent-framework/pull/5382))
- **agent-framework-openai**: Fix `OpenAIEmbeddingClient` to use
`AsyncOpenAI` for `/openai/v1` endpoints
([#​5137](https://github.com/microsoft/agent-framework/pull/5137))
- **agent-framework-openai**: Exclude null `file_id` from `input_image`
payload to prevent schema 400 errors
([#​5125](https://github.com/microsoft/agent-framework/pull/5125))
- **agent-framework-foundry**: Reconcile Toolbox hosted-tool payloads
with the Responses API
([#​5414](https://github.com/microsoft/agent-framework/pull/5414))
- **agent-framework-ag-ui**: Pass client `thread_id` as `session_id`
when constructing `AgentSession`
([#​5384](https://github.com/microsoft/agent-framework/pull/5384))
- **agent-framework-hyperlight**: Thread-confine `WasmSandbox`
interactions via per-entry `ThreadPoolExecutor` to eliminate the PyO3
`unsendable` panic when touched from asyncio worker threads
([#​5424](https://github.com/microsoft/agent-framework/pull/5424)) 


**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.1.0...python-1.1.1

## 1.1.0

## Changes:

* 3e864cdb4c6031cf93096fa6af4d927b31126d8a .NET: Update version to 1.1.0
(#​5204)
* 14d2ab3262580a383472b406d97b36cfd86b2787 Standardize file skills
terminology on 'directory' (#​5205)
* e5f7b9c260961916e108ca10780988aeefd51662 .NET: Support reflection for
discovery of resources and scripts in class-based skills (#​5183)
<details><summary><b>See More</b></summary>

* 1dd828d25502a1d4b4facff8e278da0668b40d28 CHANGELOG Update with V1.0.0
Release (#​5069)
* 8348584ac29f91a2c5e5e3db05166add1bb7b2af VerifySamples: Filter
projects to net10 only (#​5184)
* 6d6cb840aec8b85c6bb5e95dc680c8fdd6110394 .NET: Improve resilience of
verify-samples by building separately and improving evaluation
instructions (#​5151)
* 79afda1a6c4103baa5ae3a42b3004a9e1d28f892 Samples fixes (#​5169)
* a7a02c1abd87cdb69637aa6f51b98632b9b980c4 Fix test compat for entity
key validation (#​5179)
* 7010dd7439d1fd8f377ad062c7483edb1da60118 .NET: Support custom types in
skill resource and script functions (#​5152)
* e10d448ae29417f3aa107973ab7f7c2745cf7993 Fix handoff workflow context
management and improve AG-UI demo (#​5136)
* 942cb04ccb5adb3726f292659a7b61b5d67681b6 .NET: Fix compaction chat
history duplication bug (#​5149)
* e224f06e601a8ae16ea78c28f434848f332595a3 .NET: Update models used in
dotnet samples to gpt-5.4-mini (#​5080)
* 826d8db84c25389defa7aa13caa2016689c1b975 .NET: fix: Concurrent
Workflow Sample (#​5090)
* 4134c74060d37db60c600a5b748a4f7bfeb2ae41 Add
CreateSessionAsync(conversationId) to FoundryAgent (#​5144) [ #​5138 ]
* 86b49d800e9dc37df9d07f7924c9445ba5b8d2c2 Fix and simplify ComputerUse
sample (#​5075)
* d73c06fa8c1bcb9dc3351d3c80f023d4192765b7 .NET: Align skill folder
discovery with spec (#​5078)
* 746c7da216b9cf8d8affbfe40445fd6bcd3ae291 Revise agent examples in
README.md (#​5067)
* d30103fee6b03e2322dc13d590ef43661692b7c9 .NET: Fix input signal issue
during checkpoint restoration (#​5085)
* 55ae57c0ed403c10fc3520505198ca32e71e76d8 .NET: Add Message Delivery
Callback Overloads to Executor (#​5081)
* d284d96a9ed6cbe9220837e139ccb7202e5b5659 fix: 04_MultiModelService
sample (#​5074)
* d1a81159de1b51113c7a0357fdde14aebf1afb79 Bump Anthropic from 12.8.0 to
12.11.0 (#​5055)
* 9f0dbe5f8dc0c22861e761a26c4c6ed6e2436581 .NET: Improve workflow unit
test coverage (#​5072)
* 3fc1d000265e0db1f434fa5617d6e641b58c61a7 .NET: skill as class (#​5027)
* e4defadc799cea13efa912e7ee21ce833a5a5c92 .NET: Add github actions
workflow for verify-samples (#​5034)

This list of changes was [auto
generated](https://msdata.visualstudio.com/Vienna/_build/results?buildId=214703013&view=logs).</details>

## 1.0.1

## 1.0.1 - 2026-04-09

> [!IMPORTANT]
> **Security hardening for `FileCheckpointStorage`:** Checkpoint
deserialization now flows through a restricted unpickler by default,
which only permits a built-in set of safe Python types and all
`agent_framework` framework types. If your application stores custom
types in checkpoints, pass their `"module:qualname"` identifiers via the
new `allowed_checkpoint_types` constructor parameter — otherwise loads
will raise `WorkflowCheckpointException`. See [Security
Considerations](https://learn.microsoft.com/en-us/agent-framework/workflows/checkpoints?pivots=programming-language-python#security-considerations)
for details and the opt-in format.

### Added
- **samples**: Add sample documentation for two separate Neo4j context
providers for retrieval and memory
([#​4010](https://github.com/microsoft/agent-framework/pull/4010))
- **agent-framework-azure-cosmos**: Add Cosmos DB NoSQL checkpoint
storage for Python workflows
([#​4916](https://github.com/microsoft/agent-framework/pull/4916))

### Changed
- **docs**: Remove pre-release flag from agent-framework installation
instructions
([#​5082](https://github.com/microsoft/agent-framework/pull/5082))
- **samples**: Revise agent examples in `README.md`
([#​5067](https://github.com/microsoft/agent-framework/pull/5067))
- **repo**: Update `CHANGELOG` with v1.0.0 release
([#​5069](https://github.com/microsoft/agent-framework/pull/5069))
- **agent-framework-core**: [BREAKING] Fix handoff workflow context
management and improve AG-UI demo
([#​5136](https://github.com/microsoft/agent-framework/pull/5136))
- **agent-framework-core**: Restrict persisted checkpoint
deserialization by default
([#​4941](https://github.com/microsoft/agent-framework/pull/4941))
- **samples**: Bump `vite` from 7.3.1 to 7.3.2 in
`/python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend`
([#​5132](https://github.com/microsoft/agent-framework/pull/5132))
- **python**: Bump `cryptography` from 46.0.6 to 46.0.7
([#​5176](https://github.com/microsoft/agent-framework/pull/5176))
- **python**: Bump `mcp` from 1.26.0 to 1.27.0
([#​5117](https://github.com/microsoft/agent-framework/pull/5117))
- **python**: Bump `mcp[ws]` from 1.26.0 to 1.27.0
([#​5119](https://github.com/microsoft/agent-framework/pull/5119))

### Fixed
- **agent-framework-core**: Raise clear handler registration error for
unresolved `TypeVar` annotations
([#​4944](https://github.com/microsoft/agent-framework/pull/4944))
- **agent-framework-openai**: Fix `response_format` crash on background
polling with empty text
([#​5146](https://github.com/microsoft/agent-framework/pull/5146))
- **agent-framework-foundry**: Strip tools from `FoundryAgent` request
when `agent_reference` is present
([#​5101](https://github.com/microsoft/agent-framework/pull/5101))
- **agent-framework-core**: Fix test compatibility for entity key
validation
([#​5179](https://github.com/microsoft/agent-framework/pull/5179))
- **agent-framework-openai**: Stop emitting duplicate reasoning content
from `response.reasoning_text.done` and
`response.reasoning_summary_text.done` events
([#​5162](https://github.com/microsoft/agent-framework/pull/5162))

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.0.0...python-1.0.1

Commits viewable in [compare
view](https://github.com/microsoft/agent-framework/commits).
</details>

Updated
[Microsoft.Agents.AI.OpenAI](https://github.com/microsoft/agent-framework)
from 1.0.0 to 1.8.0.

<details>
<summary>Release notes</summary>

_Sourced from [Microsoft.Agents.AI.OpenAI's
releases](https://github.com/microsoft/agent-framework/releases)._

## 1.7.0

## [1.7.0] - 2026-05-28

### Added
- **agent-framework-core**: Add `HarnessAgent` and background-agents
harness provider
([#​6041](https://github.com/microsoft/agent-framework/pull/6041),
[#​6069](https://github.com/microsoft/agent-framework/pull/6069))
- **agent-framework-core**, **agent-framework-a2a**: Add
`A2AAgentSession` with referenced task IDs and input-required support
([#​5980](https://github.com/microsoft/agent-framework/pull/5980))
- **agent-framework-foundry**: Add experimental prompt-agent conversion
and deployment APIs
([#​5959](https://github.com/microsoft/agent-framework/pull/5959))
- **agent-framework-declarative**: Add Foundry Toolbox MCP invocation
support and sample
([#​5933](https://github.com/microsoft/agent-framework/pull/5933))
- **samples**: Add hosting samples overview README
([#​5407](https://github.com/microsoft/agent-framework/pull/5407))

### Changed
- **agent-framework-core**: Align TodoProvider tool names with the C#
implementation
([#​6107](https://github.com/microsoft/agent-framework/pull/6107))
- **agent-framework-core**: Align ModeProvider tool names and
instructions
([#​6071](https://github.com/microsoft/agent-framework/pull/6071))
- **agent-framework-chatkit**: Raise the `openai-chatkit` dependency
floor to `>=1.6.4` to match the current typed API usage.
- **agent-framework-declarative**: [BREAKING] Remove Python-only
declarative actions and rename alias kinds to C# canonical names
([#​6126](https://github.com/microsoft/agent-framework/pull/6126))
- **tests**: Replace deprecated `asyncio.iscoroutinefunction` usage in
DevUI cleanup-hook tests
([#​4563](https://github.com/microsoft/agent-framework/pull/4563))

### Fixed
- **agent-framework-core**: Point `@​experimental` warnings at user code
([#​5996](https://github.com/microsoft/agent-framework/pull/5996))
- **agent-framework-declarative**: Fix Foreach body exit wiring
([#​6050](https://github.com/microsoft/agent-framework/pull/6050))
- **agent-framework-devui**: Fix streaming memory growth regression
([#​6038](https://github.com/microsoft/agent-framework/pull/6038))
- **agent-framework-foundry**: Pass default headers to Foundry agents
([#​6040](https://github.com/microsoft/agent-framework/pull/6040))
- **agent-framework-foundry-hosting**: Fix hosted handoff argument
serialization
([#​5861](https://github.com/microsoft/agent-framework/pull/5861))
- **agent-framework-foundry-hosting**: Allow hosted checkpoints to
restore `MessageRole` values
([#​6049](https://github.com/microsoft/agent-framework/pull/6049))
- **agent-framework-openai**: Preserve citation `get_url` metadata
([#​6037](https://github.com/microsoft/agent-framework/pull/6037))
- **agent-framework-openai**: Guard Chat Completions streaming against
null deltas
([#​5734](https://github.com/microsoft/agent-framework/pull/5734))
- **agent-framework-openai**: Read response headers defensively for
stream wrappers without `.headers`
([#​6028](https://github.com/microsoft/agent-framework/pull/6028),
[#​6029](https://github.com/microsoft/agent-framework/pull/6029))
- **samples**: Fix sequential workflow sample output handling
([#​5976](https://github.com/microsoft/agent-framework/pull/5976))

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.6.0...python-1.7.0

## 1.6.1

## What's Changed
* .NET: Add hyperlight to release slnf by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5695
* .NET: Update FoundryAgent to address HostedAgents strict URL routing
by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5677
* .NET: Add IChatMessageInjector for message injection during function
loop by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5679
* .NET: Foundry.Hosting IT - eliminate MSBuild parallel-output races by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5725
* .NET: Hosted-Files sample + AgentSessionFiles SDK companion +
integration test by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5698
* .NET: Simplify ClientHeadersScope to rely on AsyncLocal natural
restoration by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5676
* .NET: Hosted Agents - RAG Sample with Azure AI Search (#​5693) by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5701
* .NET: Fix/per service input persistence on stream error by @​alliscode
in https://github.com/microsoft/agent-framework/pull/5744
* .NET: Remove Foundry Toolbox server-side tools support by @​alliscode
in https://github.com/microsoft/agent-framework/pull/5753
* .NET: DevUI: add configurable access controls for the DevUI HTTP
surface by @​moonbox3 in
https://github.com/microsoft/agent-framework/pull/5739
* .NET: Add A2A input-request content for human-in-the-loop scenarios by
@​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5743
* .NET fix: Synthesized Handoff FunctionResult is never sent to agent by
@​lokitoth in https://github.com/microsoft/agent-framework/pull/5718
* .NET: Refactor harness console rendering by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5751
* .NET: fix: align Anthropic Extensions AI version by @​danyalahmed1995
in https://github.com/microsoft/agent-framework/pull/5709
* .NET: declare Magentic protocol messages by @​he-yufeng in
https://github.com/microsoft/agent-framework/pull/5778
* .NET: Feat/dotnet shell tool by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5604
* .NET: Fix OpenAIResponsesAgentClient to include agentName in endpoint
path by @​giles17 in
https://github.com/microsoft/agent-framework/pull/5748
* .NET: CI hardening — split Functions tests, re-enable skipped
integration tests by @​giles17 in
https://github.com/microsoft/agent-framework/pull/5717
* .NET: Add harness agent package by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5782
* .NET: [Breaking Change] Auto-wire ChatClient with
OpenTelemetryChatClient in OpenTelemetryAgent by @​Copilot in
https://github.com/microsoft/agent-framework/pull/5750
* Dotnet: Fixing FoundryToolboxMcp sample to use created toolbox by
@​alliscode in https://github.com/microsoft/agent-framework/pull/5786
* .NET: fix: avoid mutating handoff message roles by @​he-yufeng in
https://github.com/microsoft/agent-framework/pull/5808
* .NET: feat(evals): add ground_truth/expected_output support for
workflow evaluation by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5755
* .NET: Update version for release. by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5789
* .NET: Fix build issue CA1873 in DevUI by using LoggerMessage source
generator by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5831
* [BREAKING] Python: DevUI: tighten default access controls and CORS
posture by @​moonbox3 in
https://github.com/microsoft/agent-framework/pull/5740
* [BREAKING] Python: Align file skill folder discovery with
agentskills.io spec by @​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5807
* .NET: Filestore improvements by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5842
* .NET: DevUI: quarantine flaky discovery integration test (#​5845) by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5846
* .NET: Update version to 1.6.1 for release by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5843

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.5.0...dotnet-1.6.1

## 1.6.0

## [1.6.0] - 2026-05-21

### Added
- **agent-framework-core**: Shell tool with support for local and Docker
execution
([#​5664](https://github.com/microsoft/agent-framework/pull/5664))
- **agent-framework-monty**: New Monty-backed CodeAct provider package
([#​5915](https://github.com/microsoft/agent-framework/pull/5915))
- **agent-framework-foundry**: Add experimental hosted tool factories on
`FoundryChatClient`
([#​5958](https://github.com/microsoft/agent-framework/pull/5958))
- **agent-framework-foundry**: Include tool definitions for Foundry
agent evals
([#​5974](https://github.com/microsoft/agent-framework/pull/5974))
- **agent-framework-a2a**: Use non-streaming transport and
`return_immediately` for background ops
([#​5963](https://github.com/microsoft/agent-framework/pull/5963))

### Changed
- **agent-framework-core**, **agent-framework-foundry**: [BREAKING]
Enable instrumentation by default
([#​5865](https://github.com/microsoft/agent-framework/pull/5865))
- **agent-framework-foundry**: Show more authentication methods in
Foundry Toolbox MCP
([#​5719](https://github.com/microsoft/agent-framework/pull/5719))

### Fixed
- **agent-framework-core**: Skip MCP prompt loading when unsupported
([#​5370](https://github.com/microsoft/agent-framework/pull/5370))

## 1.5.0

## What's Changed
* .NET: feat: Implement message filtering to exclude non-portable
content typ… by @​tarockey in
https://github.com/microsoft/agent-framework/pull/5410
* .NET: Add allow listing for WebBrowsingTool by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5605
* .NET: fix: JSON Serialization issue with MultiPartyConversation by
@​lokitoth in https://github.com/microsoft/agent-framework/pull/5653
* .NET: Improve Todo multithreading and inject todos into message list
by @​westey-m in https://github.com/microsoft/agent-framework/pull/5655
* .NET: fix: Add missing Workflows "Shared" sources to solution by
@​lokitoth in https://github.com/microsoft/agent-framework/pull/5656
* .NET: Fix QuestionExecutor looping after GotoAction re-entry in
declarative workflows by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5635
* .NET: Fix YAML block scalar parsing for file skills by @​tejakusireddy
in https://github.com/microsoft/agent-framework/pull/5610
* .NET: Add hosted agent observability sample by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5660
* .NET: Bump MEAI to 10.5.1 and add Foundry per-call x-client header
support by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5652
* .NET: Fix flaky declarative test by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5669
* .NET: Add Foundry.Hosting.IntegrationTests by @​rogerbarreto in
https://github.com/microsoft/agent-framework/pull/5598
* .NET: Issue 5662 by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5668
* .NET: Support reasoning events in AGUI by @​jeffinsibycoremont in
https://github.com/microsoft/agent-framework/pull/4953
* .NET: feat: Update Github Copilot SDK to 1.0.0-beta.2 by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5699
* .NET: feat: Implement Magentic Orchestration for .NET by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5595
* .NET: Foundry.Hosting IT - avoid MSB3026 in publish step by
@​rogerbarreto in https://github.com/microsoft/agent-framework/pull/5689
* .NET: Python: Add dotnet integration test report to CI by @​giles17 in
https://github.com/microsoft/agent-framework/pull/5515
* .NET: Non-thread-safe sequence number generation may cause duplicate
or out-of-order IDs by @​tuanaiseo in
https://github.com/microsoft/agent-framework/pull/5320
* .NET: Fix typo: sesionElement -> sessionElement by @​XiongHaoTrigger
in https://github.com/microsoft/agent-framework/pull/5674
* .NET: Mark Magentic Orchestration Experimental by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5704
* .NET: Fix function_call_output.output to be a JSON string on the wire
by @​alliscode in https://github.com/microsoft/agent-framework/pull/5705
* .NET: Update version for release by @​lokitoth in
https://github.com/microsoft/agent-framework/pull/5703

## New Contributors
* @​tarockey made their first contribution in
https://github.com/microsoft/agent-framework/pull/5410
* @​tejakusireddy made their first contribution in
https://github.com/microsoft/agent-framework/pull/5610
* @​jeffinsibycoremont made their first contribution in
https://github.com/microsoft/agent-framework/pull/4953
* @​tuanaiseo made their first contribution in
https://github.com/microsoft/agent-framework/pull/5320
* @​XiongHaoTrigger made their first contribution in
https://github.com/microsoft/agent-framework/pull/5674

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.4.0...dotnet-1.5.0

## 1.4.0

## What's Changed
* .NET: Bump OpenTelemetry packages to 1.15.3 by @​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5478
* .NET: Support returning durable workflow results from HTTP trigger
endpoint by @​kshyju in
https://github.com/microsoft/agent-framework/pull/5321
* .NET: [Breaking] Support string[] arguments for file-based skill
scripts by @​SergeyMenshykh in
https://github.com/microsoft/agent-framework/pull/5475
* .NET: Add HttpRequestAction support to declarative workflows by
@​peibekwe in https://github.com/microsoft/agent-framework/pull/5474
* .NET: Add declarative HttpRequestAction sample by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5572
* .NET: dotnet: Add hosted-agent User-Agent supplement to outgoing
requests by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5453
* .NET: Add dedicated Foundry.Hosting UnitTest project by @​rogerbarreto
in https://github.com/microsoft/agent-framework/pull/5592
* .NET: Harness Feature branch by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5310
* .NET: Hosting updates to declarative workflows by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5589
* docs: enhance README with 1.0 features and improved structure by
@​chetantoshniwal in
https://github.com/microsoft/agent-framework/pull/5534
* .NET: Update version for release by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5636
* .NET: Add Microsoft.Agents.AI.Hyperlight package for CodeAct
integration (.NET) by @​eavanvalkenburg in
https://github.com/microsoft/agent-framework/pull/5329

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.3.0...dotnet-1.4.0

## 1.3.0

## What's Changed
* .NET: Add dynamic tool expansion sample by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5425
* .NET: Update Aspire package to be preview by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5444
* .NET: Fix off-thread RunStatus race where GetStatusAsync can return
Running after ResumeAsync halts by @​peibekwe in
https://github.com/microsoft/agent-framework/pull/5412
* .NET: Update versions for release by @​westey-m in
https://github.com/microsoft/agent-framework/pull/5449
* .NET: Add streaming support to A2A agent handler by @​SergeyMenshykh
in https://github.com/microsoft/agent-framework/pull/5427
* .NET: dotnet: Add server-side Foundry Toolbox support and fix SDK
beta.4 br… by @​alliscode in
https://github.com/microsoft/agent-framework/pull/5450

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/dotnet-1.2.0...dotnet-1.3.0

## 1.2.2

## [1.2.2] - 2026-04-29

### Added
- **agent-framework-azure-contentunderstanding**: New alpha package —
Azure AI Content Understanding context provider that auto-analyzes file
attachments (documents, images, audio, video) and injects structured
results into the LLM context, with multi-document session state,
configurable timeout, output filtering via `AnalysisSection`, and
auto-registered `list_documents` / `get_analyzed_document` tools
([#​4829](https://github.com/microsoft/agent-framework/pull/4829))
- **agent-framework-foundry-hosting**: Add hosted Durable Workflow
support — propagate full conversation history to workflow agents and
wire `Workflow.as_agent()` end-to-end via the foundry hosting layer
([#​5531](https://github.com/microsoft/agent-framework/pull/5531))

### Changed
- **agent-framework-orchestrations**: [BREAKING] Standardize
orchestration terminal outputs as `AgentResponse` so
`Workflow.as_agent()` returns the final answer only; aligns
sequential-approval (`with_request_info`) and concurrent
(`intermediate_outputs=True`) flows on the same output contract
([#​5301](https://github.com/microsoft/agent-framework/pull/5301))
- **agent-framework-core**, **agent-framework-declarative**: Preserve
`Workflow.run()` shared state across calls so multi-turn `WorkflowAgent`
invocations retain context, accept `list[Message]` input in the
declarative start executor, and coerce `Enum` values when serializing
PowerFx symbols
([#​5531](https://github.com/microsoft/agent-framework/pull/5531))
- **dependencies**: Update workspace package dependencies and preserve
`mcp[ws]` / `uvicorn[standard]` extras through override-dependencies in
`/python`
([#​5555](https://github.com/microsoft/agent-framework/pull/5555))

### Fixed
- **agent-framework-core**: Fix observability spans not being correctly
nested when using streaming
([#​5552](https://github.com/microsoft/agent-framework/pull/5552))
- **agent-framework-openai**: Fix `file_search` citations breaking the
assistant-message history roundtrip — skip `hosted_file` content in the
assistant role so the Responses API no longer rejects `input_file`
([#​5557](https://github.com/microsoft/agent-framework/pull/5557))

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.2.1...python-1.2.2

## 1.2.1

## [1.2.1] - 2026-04-28

### Added
- **agent-framework-foundry-hosting**: Add file data type support to
hosted-agent Responses, refresh `foundry-hosted-agents` samples, and add
response test coverage
([#​5485](https://github.com/microsoft/agent-framework/pull/5485))
- **samples**: Add `requirements.txt` and `.env.example` to the `a2a/`
hosting sample for pip-based setup
([#​5510](https://github.com/microsoft/agent-framework/pull/5510))

### Changed
- **dependencies**: Update `rich` requirement from `<15.0.0,>=13.7.1` to
`>=13.7.1,<16.0.0` in `/python`
([#​5227](https://github.com/microsoft/agent-framework/pull/5227))
- **dependencies**: Bump `prek` from `0.3.8` to `0.3.9` in `/python`
([#​5228](https://github.com/microsoft/agent-framework/pull/5228))
- **dependencies**: Bump `python-multipart` from `0.0.22` to `0.0.26` in
`/python`
([#​5286](https://github.com/microsoft/agent-framework/pull/5286))
- **dependencies**: Bump `pyasn1` from `0.6.2` to `0.6.3` in `/python`
([#​4748](https://github.com/microsoft/agent-framework/pull/4748))
- **dependencies**: Bump `pytest` from `9.0.2` to `9.0.3` in
`/python/packages/ag-ui`
([#​5461](https://github.com/microsoft/agent-framework/pull/5461))
- **dependencies**: Bump `pytest` from `9.0.2` to `9.0.3` in
`/python/packages/devui`
([#​5492](https://github.com/microsoft/agent-framework/pull/5492))
- **dependencies**: Bump `pytest` from `9.0.2` to `9.0.3` in
`/python/packages/lab`
([#​5470](https://github.com/microsoft/agent-framework/pull/5470))
- **dependencies**: Bump `uv` from `0.11.3` to `0.11.6` in
`/python/packages/lab`
([#​5469](https://github.com/microsoft/agent-framework/pull/5469))
- **dependencies**: Bump `vite` from `7.1.12` to `7.3.2` in
`/python/packages/devui/frontend`
([#​5127](https://github.com/microsoft/agent-framework/pull/5127))
- **dependencies**: Bump `vite` from `7.1.12` to `7.3.2` in
`/python/samples/05-end-to-end/chatkit-integration/frontend`
([#​5126](https://github.com/microsoft/agent-framework/pull/5126))
- **dependencies**: Bump `postcss` from `8.5.6` to `8.5.10` in
`/python/packages/devui/frontend`
([#​5484](https://github.com/microsoft/agent-framework/pull/5484))
- **dependencies**: Bump `postcss` from `8.5.6` to `8.5.10` in
`/python/samples/05-end-to-end/chatkit-integration/frontend`
([#​5491](https://github.com/microsoft/agent-framework/pull/5491))
- **dependencies**: Bump `postcss` from `8.5.6` to `8.5.12` in
`/python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend`
([#​5527](https://github.com/microsoft/agent-framework/pull/5527))
- **dependencies**: Bump `picomatch` from `4.0.3` to `4.0.4` in
`/python/packages/devui/frontend`
([#​4921](https://github.com/microsoft/agent-framework/pull/4921))
- **dependencies**: Bump `picomatch` from `4.0.3` to `4.0.4` in
`/python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend`
([#​4936](https://github.com/microsoft/agent-framework/pull/4936))

### Fixed
- **agent-framework-core**: Prevent `inner_exception` from being lost in
`AgentFrameworkException`
([#​5167](https://github.com/microsoft/agent-framework/pull/5167))

**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.2.0...python-1.2.1

## 1.2.0



## Changes:

* f2b215a2f6d4767fd37b17dd33195100ea2e498f .NET [WIP] Foundry Hosted
Agents Support (#​5312) [ #​5091, #​5287, #​5278, #​5281, #​5316,
#​5336, #​5341, #​5367, #​5368, #​5371, #​5374, #​5406, #​5408 ]
* 57fa8ea9022ac9ec39fb5ececb020aa042599c8f Python: Fix
OpenAIEmbeddingClient to use AsyncOpenAI for /openai/v1 endpoints
(#​5137) [ #​5068 ]
* aa582d021d69dd3b047d7664ced090dcc08b56f2 Python: feat(evals): add
ground_truth support for similarity evaluator (#​5234)
* 8f17067383154e87e3a3c8ae673c7b5f1cf71add .NET: Update .NET package
version 1.2.0 (#​5364)
* 267351b7607595cfcb2d64c739587bc50a476e2f .NET: Expand Workflow Unit
Test Coverage (#​5390)
* adcd2d33f5e32be85ea141fc8cc6fbe590aa0981 .NET: Declarative workflows -
Gracefully handle agent scenarios when no response is returned (#​5376)
* d5777bc546ba48652d85cec6093b445965533a4a fix: Duplicate CallIds cause
Handoff Message Filtering to fail (#​5359)
* b6b191ad9c2ddaaa8a647419135f01a2d3fce73a Python: Add second
approval-required tool (set_stop_loss) to
concurrent_builder_tool_approval sample (#​4875) [ #​4874 ]
* 2c8036779c20e5fa2feb6304c01e28c594e801a9 Python: Bump versions for a
release. Update CHANGELOG (#​5385)
* ce8b6305d8e7280ac9d22226a17e2e4f0828ef97 Python: Foundry hosted agent
V2 (#​5379) [ #​5177, #​5215, #​5235, #​5261, #​5281, #​5284, #​5298,
#​5372, #​5378 ]
<details><summary><b>See More</b></summary>

* 07f4c8a8d66d2fba40bdd086f16cc6dca059d054 Python: Expose forwardedProps
to agents and tools via session metadata (#​5264) [ #​5239 ]
* 04aaf0c1fe6023a579a334f9d2afe5b79ca497f0 Python: Add support for
Foundry Toolboxes (#​5346)
* 3e54a689fc96d681a072fe7e7cfc445909dac74b Python: Add search tool
content for OpenAI responses (#​5302)
* 60af59ba8b3c871065d0a288f21bfd7f0d6be3c1 .NET:
Features/3768-devui-aspire-integration (#​3771)
* 69894eded89d6e8ebf7bdb75cd0d9da54ade8b21 Python: Flatten hyperlight
execute_code output (#​5333)
* 495e1dad6bf3c62b14929805cfd5f0409c897876 Python: Fix
CopilotStudioAgent to reuse conversation ID from existing session
(#​5299) [ #​5285 ]
* 5777ed26e62e721375f78c404b8df1dfbc322560 .NET: fix: Add session
support for Handoff-hosted Agents (#​5280)
* 52303a8d07e8f9f2c3f056d969d99a9062c06219 .NET: Add Code Interpreter
container file download samples (#​5014) [ #​3081 ]
* c85d24da440ebe5266852f6356aecdadc41379c6 .NET: Fix declarative resume
edge predicates to recognize both direct and PortableValue-wrapped forms
after checkpoint restore (#​5323)
* b03cb324d5cc5e91a55b5eb9045b8ead244aaf11 Python: Add Hyperlight
CodeAct package and docs (#​5185)
* dbf935b4e30cf9ae2553cad54f6bc09668f7eb62 .NET: fix: Foundry Agents
without description in Handoff (#​5311)
* ca580a8316a904e947e48aaba8f3c00eb738ae36 .NET: Add error checking to
workflow samples (#​5175)
* 101e07b0610e2a73e0c369be7e81907a44fb243f .NET: Add Handoff sample
(#​5245)
* aee1acbf8baeb9fb3b3f196975aae9e7f7481096 .NET: Foundry Evals
integration for .NET (#​4914) [ #​5269 ]
* 91e34358eb4f2643b13537b470d8ea0aeaec7307 Python: Feat: Add
finish_reason support to AgentResponse and AgentResponseUpdate (#​5211)
[ #​4622 ]
* 90a633967ca60601fc696d335d770f9f05e236e2 Python: Fix Gemini client
support for Gemini API and Vertex AI (#​5258)
* c14beedb3af8bdee168e3a06a245a5b9d8fa5f75 test: Add Handoff
composability test (#​5208)
* 43d98974d3994486a35602467efcffb85839ce66 fix: propagate A2A metadata
with namespaced key in additional_properties (#​5240) (#​5256)
* 60da0ffb4803e0db18d3d3bde8e008eb4277882c .NET: Improve local release
build perf by only formatting for one build target framework (#​5266)
* a2044829b13659ac40f7f4112f74efcce15397cc .NET: Update
Microsoft.Extensions.AI to 10.5.0 and OpenAI to 2.10.0 and remove unused
refs (#​5269)
* 435c66e9c9f215fdea4b041da35e6ca774b63094 Python: Handle url_citation
annotations in `FoundryChatClient` streaming responses (#​5071) [ #​5029
]
* 52d50be9e06456aa8dc4adb2525b0bbd4f60d4d3 Bump Anthropic SDK to 12.13.0
and Anthropic.Foundry to 0.5.0 (#​5279)
* d20f9b5f973b0b8f693f530a8e3c0f9d9c99bb94 Add
AgentExecutorResponse.with_text() to preserve conversation history
through custom executors (#​5255) [ #​5246 ]
* 87a8fa2a9d0ffd3d0b4b31882e70c4f60462bb29 .NET: Fix intermittent
checkpoint-restore race in in-process workflow runs (#​5134)
* 8f7fd9525d1bf24f9606779ba7f8d41b66ce2ff1 Python: Add OpenAI types to
default checkpoint encoding allow list (#​5297)
* 69697065ab78502c5e58a7e6bc90ae14fdc46c20 Python: Add context_providers
and description to `workflow.as_agent()` (#​4651)
* fe4cd3cddc99f157710296dad892bec427cae991 Revert to public MCP server
and skip on transient upstream errors (#​5296)
* 611230cc8ebde031d6c15dbc15d7053ddf56b40c Python: improve
misc-integration test robustness (#​5295)
* f112150cfbc4d514b21b60a81bbe5239b4b2c81f Python: bump misc-integration
retry delay to 30s (#​5293)
* ff05c22c5853a51b83c05b6fdb3b8e982bbf3b31 Python: add experimental file
history provider (#​5248)
* eab7f09d03387a2b393f9785963353c1a09e8b6b Forward provider config to
SessionConfig in GitHubCopilotAgent (fixes #​5190) (#​5195)
* 68b93641b6802abd2d00a5191cb16c6074d39fe1 Python: Bump
agent-framework-devui to 1.0.0b260414 for release (#​5259)
* 2b251d904f1cb045ec3b7e13411cac3c1aa1e019 Python: Fix reasoning replay
when store=False (#​5250)
* 485af07b8c21896b7f24a0313b5a226b3bd711f8 Python: Add GeminiChatClient
(#​4847)
 ... (truncated)

## 1.1.1

## [1.1.1] - 2026-04-23

### Added
- **agent-framework-core**: Add `expected_output` ground-truth support
to `evaluate_workflow` for similarity evaluators
([#​5234](https://github.com/microsoft/agent-framework/pull/5234))
- **agent-framework-ag-ui**, **agent-framework-a2a**: Propagate
`thread_id` and `forwarded_props` through AG-UI to A2A `context_id`
([#​5383](https://github.com/microsoft/agent-framework/pull/5383))
- **samples**: Add second approval-required tool (`set_stop_loss`) to
`concurrent_builder_tool_approval` sample
([#​4875](https://github.com/microsoft/agent-framework/pull/4875))
- **agent-framework-core**: Add `SKIP_PARSING` sentinel for
`FunctionTool.invoke` to bypass `Content`-wrapping and return raw
function results
([#​5424](https://github.com/microsoft/agent-framework/pull/5424))

### Changed
- **agent-framework-foundry-hosting**: Correct Development Status
classifier from Beta (4) to Alpha (3) to match the package's lifecycle
stage ([#​5387](https://github.com/microsoft/agent-framework/pull/5387))
- **tests**: Add Python flaky test report workflow
([#​5342](https://github.com/microsoft/agent-framework/pull/5342))
- **agent-framework-hyperlight**: Simplify host callback to pass raw
Python results via `SKIP_PARSING`, switch `execute_code` input schema to
a plain JSON-schema dict, and tighten public API
surface
([#​5424](https://github.com/microsoft/agent-framework/pull/5424))

### Fixed
- **agent-framework-openai**: Fix OpenAI Responses streaming to
propagate `created_at` from the final `response.completed` event
([#​5382](https://github.com/microsoft/agent-framework/pull/5382))
- **agent-framework-openai**: Fix `OpenAIEmbeddingClient` to use
`AsyncOpenAI` for `/openai/v1` endpoints
([#​5137](https://github.com/microsoft/agent-framework/pull/5137))
- **agent-framework-openai**: Exclude null `file_id` from `input_image`
payload to prevent schema 400 errors
([#​5125](https://github.com/microsoft/agent-framework/pull/5125))
- **agent-framework-foundry**: Reconcile Toolbox hosted-tool payloads
with the Responses API
([#​5414](https://github.com/microsoft/agent-framework/pull/5414))
- **agent-framework-ag-ui**: Pass client `thread_id` as `session_id`
when constructing `AgentSession`
([#​5384](https://github.com/microsoft/agent-framework/pull/5384))
- **agent-framework-hyperlight**: Thread-confine `WasmSandbox`
interactions via per-entry `ThreadPoolExecutor` to eliminate the PyO3
`unsendable` panic when touched from asyncio worker threads
([#​5424](https://github.com/microsoft/agent-framework/pull/5424)) 


**Full Changelog**:
https://github.com/microsoft/agent-framework/compare/python-1.1.0...python-1.1.1

## 1.1.0

## Changes:

* 3e864cdb4c6031cf93096fa6af4d927b31126d8a .NET: Update version to 1.1.0
(#​5204)
* 14d2ab3262580a383472b406d97b36cfd86b2787 Standardize file skills
terminology on 'directory' (#​5205)
* e5f7b9c260961916e108ca10780988aeefd51662 .NET: Support reflection for
discovery of resources and scripts in class-based skills (#​5183)
<details><summary><b>See More</b></summary>

* 1dd828d25502a1d4b4facff8e278da0668b40d28 CHANGELOG Update with V1.0.0
Release (#​5069)
* 8348584ac29f91a2c5e5e3db05166add1bb7b2af VerifySamples: Filter
projects to net10 only (#​5184)
* 6d6cb840aec8b85c6bb5e95dc680c8fdd6110394 .NET: Improve resilience of
verify-samples by building separately and improving evaluation
instructions (#​5151)
* 79afda1a6…
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Python: Add a second demonstration tool to concurrent_builder_tool_approval sample

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