#agent-transcripts

The Agent Said It Booked the Meeting. Learn to Read One Turn: Text, Tool Call, Tool Result, and Which One Counts

An agent's reply can describe an action it never took. Once you can tell the three kinds of message in a transcript apart, you will know in ten seconds whether the calendar invite exists.