- Added computer-use tools support in sub-agent handoff scenarios ([#5399](https://github.com/AstrBotDevs/AstrBot/issues/5399)).
- Added support for displaying tool call results during agent execution for better observability ([#5388](https://github.com/AstrBotDevs/AstrBot/issues/5388)).
- Added hot reload support when plugin loading fails, improving recovery during plugin development ([#5334](https://github.com/AstrBotDevs/AstrBot/issues/5334)).
- Added image URL/local path input support for sub-agents ([#5348](https://github.com/AstrBotDevs/AstrBot/issues/5348)).
- Added stop control for active agent sessions and improved stop request handling ([#5380](https://github.com/AstrBotDevs/AstrBot/issues/5380)).
- Added configurable base URL for dashboard release redirects ([#5330](https://github.com/AstrBotDevs/AstrBot/issues/5330)).
### Fixes
- Fixed logging behavior when platform information is missing in context sessions, with clearer warning and diagnostics.
- Fixed missing embedding dimensions being passed to provider APIs ([#5411](https://github.com/AstrBotDevs/AstrBot/issues/5411)).
- Fixed shutdown stability issues in the aiocqhttp adapter ([#5412](https://github.com/AstrBotDevs/AstrBot/issues/5412)).
- Fixed File component handling and improved path compatibility in the OneBot driver layer ([#5391](https://github.com/AstrBotDevs/AstrBot/issues/5391)).
- Fixed missing admin guard for sandbox file transfer tools ([#5402](https://github.com/AstrBotDevs/AstrBot/issues/5402)).
- Fixed circular import issues related to pipeline and `from ... import *` usage ([#5353](https://github.com/AstrBotDevs/AstrBot/issues/5353)).
- Fixed accidental exclusion of the `changelogs` directory in `.dockerignore`.
- Fixed compatibility issues caused by a hard-coded 6-second timeout in Tavily requests.
- Fixed qq-botpy runtime errors caused by overly new aiohttp versions ([#5316](https://github.com/AstrBotDevs/AstrBot/issues/5316)).
### Improvements
- Completed internationalization for the sub-agent orchestration page ([#5400](https://github.com/AstrBotDevs/AstrBot/issues/5400)).
- Added broader message-event test coverage and improved fixtures/mocks in the test framework ([#5355](https://github.com/AstrBotDevs/AstrBot/issues/5355), [#5354](https://github.com/AstrBotDevs/AstrBot/issues/5354)).
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