Live replay · 5 recorded sessions · no model calls

Finding one product in fifty thousand, in under three turns

Press start and watch a real conversation play out. Between every message you see what the system actually did to produce the next answer. Every value was recorded from the live agent by demo/capture.py — the customer's words, the hidden target and the recommendations all come from the datasets. Nothing here is staged.

The agent is fully deterministic. No language model, no network call, no API key: across these five sessions it made zero model calls and spent zero tokens. Every decision below is arithmetic you can re-run offline.