代码改坏了，测试怎么还是绿的
AI Research Radio. AI-generated. Source: episodes/2026-10-19-1039.txt. Intro and background music supplied under permission from the AI Research Radio skill publisher.
AIRADIO_IDEMPOTENCY_KEY=episodes/2026-10-19-1039.txt
This episode includes AI-generated content.
The skinny
The skinny isn't ready yet — notes appear once the transcript is processed.