agent-framework

Azure package unit tests to improve coverage (#414 )

Co-authored-by: Giles Odigwe <gilesodigwe@microsoft.com>

Giles Odigwe · 2025-08-14 16:19:44 +00:00

4007785b66

.Net: WIP: feat: Define Workflow and Executor APIs (#261 )

* feat: Define Workflow and Executor APIs

* feat: Define IExecutionContext and Events

* feat: Simple Workflow Demos

* refactor: Move Workflows classes to separate assembly

* feat: Move FanOut/In to LowLevel API with new semantics

* feat: Implement Local Execution

* refactor: Assembly name .Workflow => .Workflows

* feat: Enable Default Message Handling

* also lifts Bind in MessageHandlerInfo to better be able to direclty invoke handlers (for AOT, later)

* feat: Implement StreamingHandle APIs

This allows the user to respond to WorkflowEvents with external messages, enabling HIL.

* feat: Add checks for duplicate edges and chain cycles

* feat: Add built-in WorkflowEvents

* refactor: Pull classes into own files

* refactor: Simplify Disposal pattern in Executor

* refactor: Break EdgeRunner file into per-type files

* refactor: Use Throw.IfNull()

* refactor: Remove AddLoop()

Per https://github.com/microsoft/agent-framework/pull/272#discussion_r2241739079 we decided this was not very useful.

* refactor: Normalize use of ValueTask

* fix: Build Break from removing .AddLoop

* refactor: Explicit routing and RouteBuilder

Split out reflection from MessageRouter implemention into build phase, enabling AOT compilation to drive RouteBuilding without reflection.

* test: Add Reflection/Invocation tests

* fix: Terminate on Completion event

* refactor: Update public API surface

* feat: Add support for external requests

* feat: Support hosting AIAgent instances in Workflows

* fix: Fix routing to go through Executor.ExecuteAsync

* test: Update samples for "must SendMessage" semantics

* Add invoking samples to unit tests to avoid future breaks

* fix: ExternalRequest should block Workflow completion

* feat: Normalize API surface against Python

* Also adds xmldoc to all public APIs

* refactor: Normalize UnitTest and Sample namespaces

* fix: Formatting

* refactor: Normalize project/folder names

* feat: Remove DynamicCodeExecution from ValueTaskTypeErasure

* fix: Fix ILTrim warnings

* docs: Add missing docs and fix typos

* feat: Hosted Agents should report Run events

* fix: Fix type propagation for ILTrim changes

* refactor: Simplify DynamicallyAccessedMembers annotations

* sample: Use static-Type construction of InputPort

* feat: Support non-Streaming Run Mode

* test: Add test for non-streaming execution

* refactor: Remove unused types

* refactor: Simplify Event and EdgeData type hierarchies

* feat: Add Switch (=Conditional Edge Group) control flow

* feat: Make .NET AutoSend the MessageHandler result

* feat: Implement State APIs

* refactor: Simplify public namespaces and code organization

* refactor: Reconcile .NET and Python names

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

Jacob Alber · 2025-08-13 22:34:39 +00:00

dotnet-0.0.1-nightly-250814.1 32711cfa95

Add information about workflows to README.md (#413 )

* Add information about workflows to README.md

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update README.md

* Update README.md

Co-authored-by: Jacob Alber <jalber@fernir.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Jacob Alber <jalber@fernir.com>

Eric Zhu · 2025-08-13 18:13:59 +00:00

825bcc3928

Python: Introducing Local MCP Servers (#389 )

* mcp parts

* mcp parts 2

* removed structured output in favor of handling in chatresponse, mcp as AITool and running samples

* updated naming

* fixed test

Eduard van Valkenburg · 2025-08-13 09:48:22 +00:00

ad3d8171bf

Fixed foundry sample issue (#403 )

Co-authored-by: Giles Odigwe <gilesodigwe@microsoft.com>

Giles Odigwe · 2025-08-12 19:03:43 +00:00

dotnet-0.0.1-nightly-250813.1 80b0920e58

Python: add better test coverage to individual tests, and all-tests task, gh … (#400 )

* add better test coverage to individual tests, and all-tests task, gh action to surface

* remove cache location

* test version-file

* updated uv setup for consistency

* mypy fix

* update naming

* temporarily removed mypy from workflow

Eduard van Valkenburg · 2025-08-12 18:35:36 +00:00

53866218d2

Python: openai updates (#388 )

* openai updates

* rebuild of openai structure

* updated responses structure

* renamed sample

* added file id support to code interpreter

* added hosted file ids to code interpretor

* mypy fixes

* removed default az cred from codebase

* updated agent name setup

* added kwargs to entra methods

* and further kwargs

* extra comment

* updated all samples

* readded custom get methods for responses

* updated int tests with ad credential

* missed one

Eduard van Valkenburg · 2025-08-12 06:14:22 +00:00

dotnet-0.0.1-nightly-250812.1 df9d85d1f0

Python: introduce workflow checkpointing (#366 )

* Add workflow checkpointing functionality.

* Reintroduce protocol that went missing during merge

* Checkpoint updates

* Fix ordering of checkpointing

* Cleanup

* Cleanup - thanks Copilot

* Cleanup - thanks Copilot

* State reset updates

* State reset updates 2

* Workflow fixes and updates. Addressed PR feedback

* A few updates

Evan Mattson · 2025-08-11 22:33:46 +00:00

19676978e9

Python: added HostedFileContent and HostedVectorStoreContent (#379 )

* added HostedFileContent and HostedVectorStoreContent

* added convenience functions for hostedcodeinterpretertools

* fix docstrings

* udpated docstring

* clarified parsing logic

* updated type names

* updated test

* and vector stores

Eduard van Valkenburg · 2025-08-11 14:23:32 +00:00

bbc07931c1

Python: added AIAnnotation types and extra tests (#374 )

* added AIAnnotation types and extra tests

* fixed typing and such

* use copy

* fix raw representation for add

* handle annotations in add

* clarified concat

* self to first

Eduard van Valkenburg · 2025-08-08 20:27:31 +00:00

dotnet-0.0.1-nightly-250811.1 dotnet-0.0.1-nightly-250810.1 dotnet-0.0.1-nightly-250809.1 82d39bc1f7

Python: added create_agent and removed need for Field in annotations (#380 )

* added create_agent

* add minimal sample

* allow multiple annotations

* improved docstring

Eduard van Valkenburg · 2025-08-08 17:55:20 +00:00

8f27e63df6

Python: Added examples for Azure OpenAI Responses agent (#363 )

* Added examples for Azure OpenAI Responses agent

* Update python/samples/getting_started/agents/azure_responses_client/azure_responses_client_with_code_interpreter.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Dmytro Struk · 2025-08-08 14:45:07 +00:00

757c48e367

Bump Aspire.Hosting.Azure.CognitiveServices from 9.3.1 to 9.4.0 (#368 )

---
updated-dependencies:
- dependency-name: Aspire.Hosting.Azure.CognitiveServices
  dependency-version: 9.4.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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dependabot[bot] · 2025-08-07 23:53:34 +00:00

dotnet-0.0.1-nightly-250808.1 895151a304

Bump Aspire.Hosting.Azure.CosmosDB from 9.3.1 to 9.4.0 (#369 )

---
updated-dependencies:
- dependency-name: Aspire.Hosting.Azure.CosmosDB
  dependency-version: 9.4.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2025-08-07 22:49:23 +00:00

440d74ad53

Bump Aspire.Hosting.AppHost from 9.3.1 to 9.4.0 (#367 )

---
updated-dependencies:
- dependency-name: Aspire.Hosting.AppHost
  dependency-version: 9.4.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2025-08-07 22:16:54 +00:00

3c96b258b3

Python: Define Workflow and Executor APIs (#272 )

* Workflow init commit

* Add samples and clean up

* ExecutionContext -> WorkflowContext

* Address comments 1

* Fix mypy

* flatting folder structure, and rename contexts

* Remove add_loop

* Add map reduce sample, remove Activation conditions

* Add AgentExecutor and allow multiple handlers per executor

* Minor improvement

* Add RequestInfoExecutor

* Add unit tests part 1

* Address comments 2

* Pre-commit update

* Add run method and more unit tests

* Add xml docs

* run_stream -> run_streaming

* message_handler -> handler

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Tao Chen · 2025-08-06 23:26:15 +00:00

dotnet-0.0.1-nightly-250807.1 c8694a8c76

.NET: Avoid double responses when streaming (#365 )

* Avoid double responses when streaming.

* Fix tests.

Aditya Mandaleeka · 2025-08-06 23:10:34 +00:00

0d4d7abde1

.NET: Add agent hosting package and update sample (#296 )

* Add agent hosting package and update sample

* Review feedback and cleanup

* Include the narrator

* wip

* wip

* Remove workaround for empty state writes.

* Handle changes to AgentThread.

* One more.

* Fix.

---------

Co-authored-by: Aditya Mandaleeka <adityam@microsoft.com>

Reuben Bond · 2025-08-06 21:26:36 +00:00

e7441ee29e

Fix etag handling on read before write. (#351 )

Aditya Mandaleeka · 2025-08-06 15:31:32 +00:00

8dcc8533a6

Python: Azure Responses client (#311 )

* Azure Responses client

* Fix a change made in the wrong place

* allow api_version and token_endpoint to use env vars

* Add getting started sample

* add responses deployment name env var

* update azure clients to use defaults for api_version and token_endpoint

* make tests more reliable

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

peterychang · 2025-08-06 14:18:38 +00:00

f43939d803

Fix README's and update getting started (#352 )

Mark Wallace · 2025-08-06 13:37:32 +00:00

5a1de491d4

.NET: Switch minimal console and a few samples to use latest patterns (#348 )

* Switch minimal console and a few samples to use latest patterns

* Use interpolation for sample output.

westey · 2025-08-06 10:01:03 +00:00

ef16774878

.Net: Add support for 3rd party thread storage and thread serialization (#203 )

* Add thread storage and serialization POC

* Switch to using JsonElement and add unit tests

* Add additional unit tests.

* Exclude private debugger properties from CodeCoverage.

* Rename IChatMessagesStorable to IChatMessageStore

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Improve xml doc.

* Update the message storing thread to always use external store for both local and remote storage.

* Remove threadid from the IChatMessageStore interface, since the store should own the thread id itself, if it requires one.

* Switch GetMessages to IEnumerable

* Address pr comments.

* Make jsonserializer options default consistent on DeserializeThreadAsync

* Move message storing thread functionality into AgentThread and simplify AgentThread behavior.

* Remove embedding generation from VectorStore chat history sample.

* Remove unecessary code and fix formatting.

* Make GetNewThread and DeserializeThread virtual with default implementations.
Remove unsued json utilities.

* Fix formatting

* Remove problem test.

* Add more unit tests

* Remove unused using clause.

* Address pr feedback.

* Address PR comments.

* Make InMemory store internal

* Switch InMemoryChatMessageStore to implement IList instead of inheriting from List.

* Rename store deserialize param.

* Update serialization based on PR comments.

* Remove confusing comment.

* Address Deserialization PR comments in the same way as Serialization

* Add State to IChatMessageStore Serialize and Deserialize names.
Make Thread Deserialize internal.
Make AgentThread type switching fobidden.

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

westey · 2025-08-05 17:24:25 +00:00

dotnet-0.0.1-nightly-250806.1 ff3e13c2aa

Python: Azure OpenAI Assistants Chat Client and Agent (#300 )

* Initial version of assistant client

* More updates to assistant client

* Finished assistant chat client implementation

* Small fixes and basic example

* Added code interpreter example

* More examples

* Added chat client example

* Small fixes

* Added tests

* Enabled telemetry

* Small fix

* Removed files temporarily

* Revert "Removed files temporarily"

This reverts commit 5cdfa0d299.

* Small fixes

* Addressed PR feedback

* Fixed tests

* Small update

* Added Azure assistants client and examples

* Added tests

* Small fix

Dmytro Struk · 2025-08-05 14:51:36 +00:00

c1d306ec95

Remove outdated design doc (#320 )

Eric Zhu · 2025-08-05 14:39:24 +00:00

98cf962b72

.NET: Clean / address some message warnings (#291 )

* WIP

* Structured Output sample

* Update dotnet/samples/GettingStarted/Steps/Step06_ChatClientAgent_StructuredOutputs.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Address xml and comment targeting the Structured Output context

* Update with proposed fix for Persistent ChatClient

* Address PR feedback

* Address minor warnings

* Address initialization

* Address initialization

* Address PR comments, update suggestions

* Revert changes to NullableAttributese.cs

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

Roger Barreto · 2025-08-05 12:55:44 +00:00

9faa27b8eb

.NET: Fix error for ChatClientAgent DI ambiguity (#299 )

* Fix error for ChatClientAgent DI ambiguity

* Using AIAgent abstraction for DI samples

* Update dotnet/samples/GettingStarted/Steps/Step04_ChatClientAgent_DependencyInjection.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix warnings

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Roger Barreto · 2025-08-05 09:08:45 +00:00

cbb05e210f

Added author name logic to ChatClientAgent (#313 )

Dmytro Struk · 2025-08-05 05:47:52 +00:00

dotnet-0.0.1-nightly-250805.1 544d2ba48f

.NET: CosmosDB Actor State Storage (#262 )

* Implement CosmosDB actor state storage.

* Fix.

* Minor fixes.

* Fixes.

* Make CosmosDB initialization be lazy.

* Remove unnecessary read from write path.

* Throw on empty writes.

* Add arg validation for read.

* Add CosmosIdSanitizer.

* Fix.

* Fix.

* Simplify doc IDs.

* Update comment.

* fb

* Make LazyCosmosContainer internal and add tests.

* Make test constants public and remove IVT.

* Use source generated JSON context for future nativeAOT support.

* Re-add dropped comments.

Aditya Mandaleeka · 2025-08-05 00:11:49 +00:00

f5b35d8403

Bump danielpalme/ReportGenerator-GitHub-Action from 5.4.10 to 5.4.11 (#309 )

Bumps [danielpalme/ReportGenerator-GitHub-Action](https://github.com/danielpalme/reportgenerator-github-action) from 5.4.10 to 5.4.11.
- [Release notes](https://github.com/danielpalme/reportgenerator-github-action/releases)
- [Commits](https://github.com/danielpalme/reportgenerator-github-action/compare/5.4.10...5.4.11)

---
updated-dependencies:
- dependency-name: danielpalme/ReportGenerator-GitHub-Action
  dependency-version: 5.4.11
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2025-08-04 08:55:37 +00:00

32f1132a5d

Bump actions/cache from 3 to 4 (#310 )

Bumps [actions/cache](https://github.com/actions/cache) from 3 to 4.
- [Release notes](https://github.com/actions/cache/releases)
- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
- [Commits](https://github.com/actions/cache/compare/v3...v4)

---
updated-dependencies:
- dependency-name: actions/cache
  dependency-version: '4'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot[bot] · 2025-08-04 08:55:17 +00:00

a5cc56dd76

Python: small fixes in foundry (#297 )

* small fixes in foundry

* other samples updated

* make it optional

* added instructions and response format to create agent

* mypy fix

* shortened main readme and improved python readme

Eduard van Valkenburg · 2025-08-04 08:13:44 +00:00

c39845d473

Add FAQS (#290 )

* Add FAQS

* Update docs/FAQS.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/FAQS.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Mark Wallace · 2025-08-01 12:32:27 +00:00

dotnet-0.0.1-nightly-250804.1 dotnet-0.0.1-nightly-250803.1 dotnet-0.0.1-nightly-250802.1 30fc2b6e9b

Python: OpenAI Assistants Chat Client and Agent (#288 )

* Initial version of assistant client

* More updates to assistant client

* Finished assistant chat client implementation

* Small fixes and basic example

* Added code interpreter example

* More examples

* Added chat client example

* Small fixes

* Added tests

* Enabled telemetry

* Small fix

* Removed files temporarily

* Revert "Removed files temporarily"

This reverts commit 5cdfa0d299.

* Small fixes

* Addressed PR feedback

* Fixed tests

* Small update

Dmytro Struk · 2025-08-01 12:12:41 +00:00

75794b4687

Add some OpenAI and Foundry extension methods (#225 )

* Add some OpenAI specific extensions

* Update samples and extension methods

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add extension methods for creating agents using the Assistant API

* Add orchestration sample

* Add orchestration sample

* Sample for the Foundry alignment document

* Address code review feedback

* Rename provider samples

* Sample showing how to get an AI agent for Foundry SDK

* Add OpenAI chat completion based implementation of AIAgent

* Split OpenAI client extension methods by client type

* Remove OpenAIClient extension methods

* Rename AsRunnableAgent

* Fix XML comments

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Mark Wallace · 2025-07-31 18:08:17 +00:00

dotnet-0.0.1-nightly-250801.2 624709e5d1

Python: updated doc generation setup and some slight api enhancements (#267 )

* updated doc generation setup and some slight api enhancements

* small fix in index

Eduard van Valkenburg · 2025-07-31 15:04:22 +00:00

42c7a59640

.Net: Add Structured output ChatClientAgent samples (#250 )

* WIP

* Structured Output sample

* Update dotnet/samples/GettingStarted/Steps/Step06_ChatClientAgent_StructuredOutputs.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Address xml and comment targeting the Structured Output context

* Update with proposed fix for Persistent ChatClient

* Address PR feedback

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

Roger Barreto · 2025-07-31 11:35:29 +00:00

139f033b05

Python: add agent telemetry (#283 )

* add agent telemetry

* updated comments

* update AgentRunResponseUpdate

* updated create_agent var

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

Eduard van Valkenburg · 2025-07-31 10:29:38 +00:00

caee8bfa90

.NET: Move external MEAI classes to releasable packages (#279 )

* Move external MEAI classes to releaseable packages

* Update dotnet/src/Microsoft.Extensions.AI.Agents.Abstractions/MEAI/NewHostedFileSearchTool.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/src/Microsoft.Extensions.AI.Agents.Abstractions/MEAI/NewHostedCodeInterpreterTool.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/src/Microsoft.Extensions.AI.Agents.AzureAI/NewPersistentAgentsChatClient.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

Mark Wallace · 2025-07-30 14:40:04 +00:00

dotnet-0.0.1-nightly-250731.6 dotnet-0.0.1-nightly-250731.1 e877ffbca1

Change RawRepresentation for AgentRunResponse/Update to ChatResponse/Update instead of RawRepresentation from that. (#278 )

westey · 2025-07-30 10:12:04 +00:00

5f10bdaecd

Python: updated API in sync with dotnet (#269 )

* updated API in sync with dotnet

* fix test

* updated name and display_name

* fixed mypy setup

* add pre-commit cache

Eduard van Valkenburg · 2025-07-30 08:50:22 +00:00

1ed89d4db8

Fix capitalization of .NET PR label (#270 )

s/.Net/.NET

Reuben Bond · 2025-07-30 01:20:40 +00:00

dc993b4734

Fix AgentRunResponse serialization. (#273 )

Aditya Mandaleeka · 2025-07-30 01:20:29 +00:00

89de1c3c2f

.Net: FileSearch Tool Sample + API Proposal Updates for MEAI.Abstractions/Azure.AI.Agents (#210 )

* Wip, bringing persistent chat client back

* Bring back code interpreter resource logic

* Add file search samples and proposal for new OpenAIAssistantChatClient and AgentPersistantChatCLient

* Update dotnet/samples/GettingStarted/External/MEAI.Abstractions/NewHostedFileSearchTool.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/Steps/Step04_ChatClientAgent_UsingFileSearchTools.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/External/Azure.AI.Agents.Persistent/NewPersistentAgentsChatClient.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update MEAI abstractions to reflect latest discussions, updated underlying chatclients

* Remove unneeded comments

* Address PR feedback

* Address PR feedback

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Roger Barreto · 2025-07-29 10:41:35 +00:00

02814a4fc0

added telemetry decorators to other chat clients (#255 )

Eduard van Valkenburg · 2025-07-28 17:08:58 +00:00

dff700e469

Python: OpenAI Responses Agent - threads, code interpreter, bug fixes and examples (#242 )

* Added basic example with small fix

* Added example with function tools

* Added example with thread management

* Small renaming

* Added example with code interpreter

Dmytro Struk · 2025-07-28 17:07:29 +00:00

c794892d79

added PR permissions (#259 )

Eduard van Valkenburg · 2025-07-28 14:40:06 +02:00

190035bb69

revert update (#258 )

Eduard van Valkenburg · 2025-07-28 14:14:12 +02:00

4f9e127e6d

updated permissions (#257 )

Eduard van Valkenburg · 2025-07-28 14:05:17 +02:00

a9931480b7

add PR logic to merge-test (#256 )

Eduard van Valkenburg · 2025-07-28 13:58:28 +02:00

bf45d101a5

171 Commits