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  1. Amazon shut down KiroRank on May 29.

  2. NotebookLM is an AI research assistant designed for project managers to improve material absorption by transforming how information is consumed.

  3. You’re three sections into an AI feature spec.

  4. Your user tells the agent something important.

  5. Here’s how the stakeholder update usually goes.

  6. The existing definition describes the wrong direction.

  7. Most PMs have used ChatGPT or Claude to answer a question or draft a document.

  8. A recent study shows coding agents can’t tell when code is already fixed.

  9. On speed, quality, and knowing when “good enough” is exactly right Every PM eventually faces a moment where the right answer feels like the wrong answer.

  10. Most product managers I know have tried building an AI agent.