Building a buyer agent that negotiates 8 seller agents: what broke and what fixed it

mv_soura · reddit · 2026-10-31

For a hackathon the author built a group-buying system: one negotiator agent bargains against 8 seller agents, each with private floor prices and sealed offers.

Key design: keep money out of the models' hands — agents only set reserve prices and pick targets; a deterministic engine decides outcomes. 200 random auctions ran with zero rule violations.

Pitfalls and fixes (Nemotron 3 Ultra, thinking off for speed):

Guardrails: strict JSON schemas with code-level revalidation, per-negotiation and daily spending caps, labelled replay instead of failure at cap.

Live run: 601 buyers, 5 rounds, 34 seconds, 49 model calls, under 2 cents total.

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