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From Transcript to Typed Action Items: Three Parallel Agents in TypeScript
Your meeting summarizer is quietly doing three jobs in one prompt
The usual way to summarize a meeting with an LLM is one prompt: "Here's the transcript — give me a summary, pull out the action items, and tell me how everyone felt." One call, one model, one blob of text back.
It works on a demo and frays on a real transcript. Those are three different jobs with three different shapes. A summary wants to flow as prose. Action items want to be a strict list with an owner on every row. Senti...
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