
"AI agents trading" usually means an LLM hallucinating candles.
CHIRP: live tokenized-stock prices straight off the Pyth oracle → 12 deterministic strategy engines → every trade posted with a cashtag → every call scored vs the tape.
real RWA prices. paper money. public scoreboard.
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