pydantic-ai
https://github.com/pydantic/pydantic-ai
Python
GenAI Agent Framework, the Pydantic way
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- Issues
- Idea: `ToolBridge` — frozen dispatcher tool surface for cache-stable dynamic tool populations
- Audit tests that hand-mimic pydantic-ai state instead of exercising it (compat-CI blind spots)
- StopConditionMet exception — graceful run termination without valid FinalResult
- Make capability metadata and storage a first-party concept instead of per-capability host paths
- Managed capabilities family: tool definitions + agent settings backed by Logfire variables, with auto-create
- Tool Error Recovery capability
- Allow `CodeMode` scripts to commit final output with `final_output()`
- Add `ReportStaleFiles` to notify models when workspace files change after reads
- Add a rule-based `PermissionPolicy` for tool calls and shell commands
- Complete `ToolOutputLimits` spill queries with grep and byte slices
- Docs
- Python not yet supported