pydantic-ai
https://github.com/pydantic/pydantic-ai
Python
GenAI Agent Framework, the Pydantic way
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- Issues
- Fail when a harness toolset that emits events is used outside its capability, not on its first tool call
- Sprites: cut remote round trips per command
- Trusted operator records in client round-tripped UI history
- clai2 offers `disabled` thinking to models that reject it, and no `between_tools` or `display` for the 5.5 models
- Audit: surprising defaults and leftovers across harness capabilities
- Make `TrajectoryJudge` durable instead of refusing to run, as `ToolCallJudge` now does
- Add a typed `ModelRouter` capability
- Integrate `clai2` natively with Agent of Empires through a CLAI plugin
- DynamicWorkflow: let the workflow script declare a per-call output schema for sub-agents
- SubAgents steering: list, message, stop, continue and cancel background sub-agents
- Docs
- Python not yet supported