Real AI agent use cases, with sources and setup prompts

Score which trading and prediction-market exchanges are ready for AI agents

He scored Hyperliquid, Kalshi, Polymarket, Lighter, Binance and Coinbase on how ready they are for non-human traders and published the full breakdown.

See pricing pageDaysIntermediateSource linked

Source

@Baheet_ on X · 2026-10-22

Written in our own words. Credit to the original author. Link checked 2026-10-23.

What they did

He scored Hyperliquid, Kalshi, Polymarket, Lighter, Binance and Coinbase on how ready they are for non-human traders and published the full breakdown.

Result (as claimed)

He found no exchange is fully ready yet, with Hyperliquid and Kalshi closest.

Tools they used

AI agentHyperliquidKalshiPolymarketBinanceCoinbase

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Gather the documents

    Collect statements, bills, invoices or tax documents for the period you want reviewed.

  2. Ask for an audit, not actions

    Have AI agent list findings, amounts and suggested next steps before it does anything.

  3. Approve each action

    Approve cancellations, disputes or payments one at a time. Never give an agent open-ended access to move money.

  4. Track the result

    Record what changed and what you saved so you can check it next month. This is not financial advice.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Score which trading and prediction-market exchanges are ready for AI agents
What the original author did: He scored Hyperliquid, Kalshi, Polymarket, Lighter, Binance and Coinbase on how ready they are for non-human traders and published the full breakdown.
Reported result (as claimed by the author): He found no exchange is fully ready yet, with Hyperliquid and Kalshi closest.
Source: https://x.com/Baheet_/status/2113331923900612639
Tools they used: AI agent, Hyperliquid, Kalshi, Polymarket, Binance, Coinbase
Category: Money

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to build a Polymarket bot with AI (and Kalshi) · How to research memecoins and crypto with AI agents · How to build AI trading and investing agents · How to run multiple coding agents together

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