Features:

• agent: support uploaded file references (#298) by mikehostetler

• skill: add discovery, activation, diagnostics, and resources (#286) by dl-alexandre

• support multimodal ReAct queries (#278) by Danila Poyarkov

• reuse OpenAI Responses WebSocket sessions by Danila Poyarkov

• add request event streaming (#262) by mikehostetler

• react: emit tool_call streaming deltas from ReAct runner (#247) by ryan-mckeeman-cfgi

• Support rich model specs in aliases (maps, tuples, structs) (#248) by c22

Bug Fixes:

• reasoning: merge nested usage metadata safely (#297) by mikehostetler

• react: expose completed tool results (#296) by mikehostetler

• react: honor runtime model overrides in turn handling by mikehostetler

• validation: anchor <...system...> and {...role:system...} to single lines (#290) by Adrian Rangel

• ignore ReAct stream cancel exits by mikehostetler

• forward agent signal routes by mikehostetler

• tool_call_id is missing from certain tool call events in telemtery (#276) by Julien

• preserve LLM delta ordering metadata by Danila Poyarkov

• sanitize unsafe tool response details by mikehostetler

• lazy-load plugin-routed action modules (#268) by pcharbon70

• add direct tool registration API (#267) by mikehostetler

• forward default plugin overrides from AI agents (#263) by mikehostetler

• add preflight callback for ReAct tool rounds by mikehostetler

• exclude binary content parts from JSON-encoded tool result payload (#250) by ryan-mckeeman-cfgi

• incomplete response handling (#239) by Pradeep Kumar

Refactoring:

• error: centralize runtime error contract by mikehostetler

• fix ex_slop findings and remove DualKeyAccess (#279) by Danila Poyarkov

See CHANGELOG.md for details.

See CHANGELOG.md for details.