python: v0.7.31

0.7.31 (2026-06-11)

Features

• voice/#597: voice-mode user-simulator prompt — spoken sentences, not telegraphic (#641) (3a7f660)

Bug Fixes

• #221: return actual conversation in ScenarioResult.messages instead of judge context (#553) (b32125f)
• #496: stop str()-coercing multimodal content in OTel trace + red-team refusal detection (#546) (83842e1)
• deps: close 16 npm security alerts in scenario examples (#637) (ced16fe)
• voice/#493: keepalive-aware recv_audio — tolerate silent-but-pinging stretches (#649) (1e6e1f3)
• voice/#498: surface attributable first-chunk timeout (phase + timeout + cause) (#652) (02e3e3e)
• voice/#623: reframe realtime agent audio turns so the voiced sim does not echo them (#653) (9302877)
• voice: surface tool-only realtime turns (no audio chunk) (#647) (6041447)

Miscellaneous

• examples/voice/#486: retire legacy gpt-4o-audio-preview surface, migrate supported audio examples to gpt-audio-mini (#612) (1ebdd1c)