> ## Documentation Index
> Fetch the complete documentation index at: https://docs.perpsagent.xyz/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> A verifiable, self-improving AI grid-trading agent. Executes on Bybit. Proves on Mantle.

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  <img src="https://mintcdn.com/perpsagent/V77c5uzhZo7RwhxQ/images/image-1.png?fit=max&auto=format&n=V77c5uzhZo7RwhxQ&q=85&s=16fe91b1b7621b0b61e61c0f428faf26" alt="Image" width="3420" height="1804" data-path="images/image-1.png" />
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Perps Agent is a verifiable, self-improving AI **grid-trading agent**, run from **Telegram**. It executes on **Bybit** — non-custodial, your keys, your capital — and **proves its track record on Mantle**: every run commits its config on-chain *before* trading and attests the verified outcome after. The optimization target is **risk-adjusted** performance, never raw PnL. Born at the Mantle **AI Awakening** hackathon.

## Two pillars

<CardGroup cols={2}>
  <Card title="⚡ Executes on Bybit" icon="bolt" href="/execution/bybit">
    Real maker orders, real positions, your API keys. Capital stays on Bybit — Perps Agent is non-custodial by design.
  </Card>

  <Card title="🔗 Proves on Mantle" icon="link" href="/mantle/why-mantle">
    Every commit and outcome lives on-chain. Builder fees settle on Mantle in native **MNT**. The track record is recomputable.
  </Card>
</CardGroup>

## The 5 pillars

<CardGroup cols={3}>
  <Card title="Verifiable not promised" icon="shield-check">
    Commit-before-trade + attest-after. The record can't be edited, screenshotted, or fitted.
  </Card>

  <Card title="Self-improving" icon="brain">
    On-chain memory of every episode. The next run recalls the best verified params for today's regime.
  </Card>

  <Card title="AI-fused signals" icon="sparkles">
    Microstructure, smart-money flow, and social momentum fused into one regime fingerprint.
  </Card>

  <Card title="Non-custodial" icon="key">
    Your Bybit keys, your wallet, your capital. The Vault never bridges to the venue.
  </Card>

  <Card title="A product, not a script" icon="mobile">
    One-screen Telegram home. One tap to launch Safe / Balanced / Aggressive. On-chain proofs in chat.
  </Card>
</CardGroup>

## Read next

<CardGroup cols={2}>
  <Card title="Our solution" icon="route" href="/getting-started/our-solution">
    The verifiable learning loop in one diagram.
  </Card>

  <Card title="How Perps Agent works end to end" icon="diagram-project" href="/platform/how-it-works">
    SENSE → RECALL → COMMIT → EXECUTE → ATTEST → LEARN.
  </Card>
</CardGroup>

## Join us

<CardGroup cols={2}>
  <Card title="Join the waitlist" icon="envelope-open-text" href="https://perpsagent.xyz">
    perpsagent.xyz
  </Card>

  <Card title="𝕏" icon="x-twitter" href="https://x.com/PerpsAgent">
    @PerpsAgent
  </Card>
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