Real AI agent use cases, with sources and setup prompts

Vibe-code an inventory counter for cycle counts

mjolley22's latest internal app is an inventory counter that will make cycle counts and quarterly counts more accurate and efficient, built with Muse. His other internal apps include a sales order validator built with Claude Code, an SEO tool built with Replit and a sales territory lookup.

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Source

@mjolley22 on X · 2026-10-23

Written in our own words. Credit to the original author. Link checked 2026-10-24.

What they did

mjolley22's latest internal app is an inventory counter that will make cycle counts and quarterly counts more accurate and efficient, built with Muse. His other internal apps include a sales order validator built with Claude Code, an SEO tool built with Replit and a sales territory lookup.

Result (as claimed)

A set of in-house business tools, the newest for inventory counts.

Tools they used

MuseClaude CodeReplit

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

Set it up

  1. Map the task

    Write the trigger, the inputs, the decisions and the output. Note which steps need a human yes.

  2. Connect the tools

    Set up Muse, Claude Code, Replit with the narrowest permissions that work. Use a test account or sandbox first.

  3. Build the workflow

    Create the steps in order. Add an approval step before anything sends, pays or deletes.

  4. Run it on real but low-stakes data

    Run a few times, read every output, and fix prompts or rules that misfire.

  5. Schedule and monitor

    Turn on the schedule or trigger, and add a daily summary or alert so you notice failures.

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 an inventory counter for cycle counts
What the original author did: mjolley22's latest internal app is an inventory counter that will make cycle counts and quarterly counts more accurate and efficient, built with Muse. His other internal apps include a sales order validator built with Claude Code, an SEO tool built with Replit and a sales territory lookup.
Reported result (as claimed by the author): A set of in-house business tools, the newest for inventory counts.
Source: https://x.com/mjolley22/status/2113683060676084023
Tools they used: Muse, Claude Code, Replit
Category: Automation & business

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 · How to build AI agents for SEO and ads · How to automate work with n8n and AI

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