Migration and cutover

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  1. Inventory the old bot's answers and their allowed sources.
  2. Write ten tasks, including a refusal.
  3. Shadow mode: users still see the old bot.
  4. Limited audience, kill switch tested, then a wider cut.
  5. Retire the old bot only after its tasks stay in the eval set.

Sources and go deeper