Real AI agent use cases, with sources and setup prompts

Vibe-code a replacement for Xero invoicing in under an hour

A small-business owner vibe-coded his own replacement for the parts of Xero he used.

See pricing page40 minBeginnerSource linked

Source

@jakobkahn on X · 2026-10-12

Written in our own words. Credit to the original author. Link checked 2026-10-21.

What they did

A small-business owner vibe-coded his own replacement for the parts of Xero he used.

Result (as claimed)

Built in 40 minutes, he says, saving $37 a month.

Tools they used

AI coding agent

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 coding 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: Vibe-code a replacement for Xero invoicing in under an hour
What the original author did: A small-business owner vibe-coded his own replacement for the parts of Xero he used.
Reported result (as claimed by the author): Built in 40 minutes, he says, saving $37 a month.
Source: https://x.com/jakobkahn/status/2109745232015438172
Tools they used: AI coding agent
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 your own invoicing and bookkeeping app with AI · How to use AI agents for taxes, bills and budgets · How to vibe code an app with Claude Code

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