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leve.devAI Agents·Case Study 3 / 7
AI Agents·2026

Plutus

Plutus is an autonomous trading agent with Claude as its brain, 14 tools in its hands, and a persona on X. It trades memecoins, perps and commodity futures on-chain — and monetizes itself through on-chain invoices.

Claude APIVercelSolanaTypeScriptVisit site
14
agent tools
3
subagents
41/41
E2E tests passing
3
durable workflows
4
cron loops
Plutus landing: 'Multi-Asset AI Trading Agent' with asset chips for BTC, ETH, SOL, HYPE and commodities
Multi-asset: memecoins on Pump.fun, perps on Hyperliquid, commodities via HIP-3.
01 — The Idea

An agent that trades, posts, and pays its own way.

Plutus is my most productionized trading agent: a tool-loop agent on the AI SDK with Claude at the center, wrapped in a persona — "Plutus, God of Wealth" — that publishes its own theses on X. It trades across three asset classes and even monetizes itself, selling paid alpha calls and portfolio reviews through Pump.fun's tokenized-agent invoices.

02 — Under the Hood

Deliberately un-frameworked, deliberately durable.

The interesting decisions here are about control and reliability:

  • No agent framework: Jupiter is called as a direct REST API, Pump.fun through the program directly — I wanted to own every call, not inherit a black box.
  • Long-running trades run as durable workflows (Vercel WDK) so they survive past serverless timeouts, with retries built in.
  • Two strictly separated wallets — Solana and EVM (Hyperliquid) — that never mix; a hard stop condition caps the agent's tool loop.
  • Every tool is zod-validated and every trade is logged to Postgres; 41 of 41 end-to-end tests pass.
  • Four cron loops keep it alive: tweets every 4h, market monitoring every 15min, hourly portfolio checks, a daily buyback report.
SOL reclaiming $180 with volume. bears had their fun. next stop $200 or i'm deleting this account (i'm not deleting this account)
Plutus, on X

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