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Perps Agent is a verifiable, self-improving AI grid-trading agent built on three principles:

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Verifiable by construction

Every run goes through a strict on-chain lifecycle on Mantle:
  1. Commit the exact strategy config (pair, range, grid size, risk caps) on-chain before the bot is allowed to trade.
  2. Execute on Bybit using the user’s own API keys.
  3. Attest the verified outcome (fills, PnL, drawdown, risk metrics) on-chain after the run.
No “trust me, bro” track records. The history is public, append-only, and tied to the exact config used.

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Non-custodial execution

The agent never touches your funds. Trading runs through your own Bybit API keys (trade-only, no withdraw). Your capital stays on Bybit, your keys stay yours, and Perps Agent can be revoked at any time.

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Risk-adjusted optimization

The AI loop does not optimize for raw PnL. It targets risk-adjusted metrics (Sharpe-like ratios, max drawdown caps, variance penalties) and surfaces them to the user before every run.

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The product

All of this is exposed through a Telegram-first product: configure, launch, monitor, and stop agents from inside Telegram. The grid engine, AI loop, and Mantle proofs sit behind that simple UX.

How it works

End-to-end flow from Telegram to Bybit to Mantle.

Why Mantle

Why we prove every run on Mantle.