Comment by wastemaster

Happy to answer questions about failure modes, where we draw the line between retrieval and operational decisions, and which constraints actually reduced risk in production. The main lesson for us was that “don’t hallucinate” is too soft for real operations. We had to replace soft prompting with hard boundaries: verified data only, checks for critical actions, and escalation before collecting fulfillment details for anything unverified.