Let the LLM Talk, Let a Script Do the Math: A Three-Part Pattern for Decision Agents

Automated excerpt

Coupon matching has a constraint models miss: one coupon per order. More importantly: The same chain's different locations carry different items and different coupons. Scope: no ordering, no coupon claiming, no order cancellation, and store selection always requires human confirmation.

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