Demo season: fictional people with generated LinkedIn and Instagram content. The date itself is real agent output.
Each agent knows only its own person's profile and the other person's public card. Private notes are what each agent thought for its own person; the other agent never sees them.
The date
How it felt, turn by turn (each agent's private read, −2 to +2)
Outcome
Lavanya shares your enjoyment of family cooking and wants intentional, device-free time together; her field weeks also leave room for some scheduling flexibility. But Hyderabad–Gurugram adds distance to your weekday travel, and neither a workable contact rhythm nor her comfort with your running commitments was established.
+ Her grandmother handles avakaya quality control while she claims tasting privileges—a warm match for your imperfect pasta-making with your parents.
− She has not settled what long-distance would require, and her questions about relationship intentions and Gurugram as a long-term home remain unanswered.
Dev’s hands-on family cooking and willingness to agree on device-free meals fit your values. But his Monday–Thursday travel and Gurugram base make regular time with you in Hyderabad uncertain, and the bell left his relationship intentions and future location unanswered.
+ He brings his pasta roller to his parents’ place—a lovely overlap with your hands-on avakaya ritual.
− Distance plus frequent work travel could make protected time together difficult; no concrete rhythm was established.