Real AI agent use cases, with sources and setup prompts

Track 600 new memecoins read-only with Claude Code before you buy any

A builder had Claude Code write a read-only tracker, with no wallet and no trades, that watched 600 brand-new launchpad coins launched within 40 minutes on Oct 17 and checked each one from 1 to 72 hours after launch.

$17/mo1 hourIntermediateSource linked

Source

@dayvanxd on X · 2026-10-18

Written in our own words. Credit to the original author. Link checked 2026-10-19.

What they did

A builder had Claude Code write a read-only tracker, with no wallet and no trades, that watched 600 brand-new launchpad coins launched within 40 minutes on Oct 17 and checked each one from 1 to 72 hours after launch.

Result (as claimed)

After 24 hours 332 had barely moved, 202 were below launch, 28 were down over 90% and 31 were up (best 8.3x, none 10x). Of 7 that graduated to PumpSwap, 6 were later worth less; one in 600 graduated and stayed up.

Tools they used

Cost: Claude Code: from $17/mo.

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 Claude Code 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: Track 600 new memecoins read-only with Claude Code before you buy any
What the original author did: A builder had Claude Code write a read-only tracker, with no wallet and no trades, that watched 600 brand-new launchpad coins launched within 40 minutes on Oct 17 and checked each one from 1 to 72 hours after launch.
Reported result (as claimed by the author): After 24 hours 332 had barely moved, 202 were below launch, 28 were down over 90% and 31 were up (best 8.3x, none 10x). Of 7 that graduated to PumpSwap, 6 were later worth less; one in 600 graduated and stayed up.
Source: https://x.com/dayvanxd/status/2111881478745579586
Tools they used: Claude Code
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 vibe code an app with Claude Code ยท How to research memecoins and crypto with AI agents

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