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Everything here is based on our own measured data — trade logs, price ticks and audit reports. No hypotheticals, no screenshots of other people's wins.

Disclosure: we also sell what these posts are about. Uruguabot is the Python source of the bot in the audit — the CLOB V2 execution layer with the ghost-fill fix, a dry-run simulator calibrated on measured slippage, risk rails and the accuracy monitor — $99 once, sold as-is. It ships with the record you are about to read, losses included; the full live experiment was a net loss and only the default configuration was profitable (+7.3% ROI at a 40% win rate).