Real AI agent use cases, with sources and setup prompts

Find bugs and ship a pull request entirely from your phone with Claude Duet

Matt Van Horn asked Claude Duet to make something for his last30days project; it found four YouTube-related issues, and when he said "make a PR to fix it" it did, almost without questions.

Free tier10 minBeginnerSource linked

Source

@mvanhorn on X · 2026-10-22

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

What they did

Matt Van Horn asked Claude Duet to make something for his last30days project; it found four YouTube-related issues, and when he said "make a PR to fix it" it did, almost without questions.

Result (as claimed)

A high-quality PR was made, merged, commented and the issues closed entirely from mobile.

Tools they used

Claude DuetGitHub

Cost: GitHub: free plan, paid from $4/user/mo. Checked 2026-10-14.

Set it up

  1. Pick a contained repo or task

    Start on a branch or side project where mistakes are cheap.

  2. Install and configure

    Set up Claude Duet, GitHub. Read what it can run on your machine and limit permissions where possible.

  3. Run it on a real task

    Give it a well-scoped issue and let it work. Review the diff like any pull request.

  4. Add guardrails

    Keep tests and CI in the loop, and never let an agent push to main or touch production secrets unattended.

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: Find bugs and ship a pull request entirely from your phone with Claude Duet
What the original author did: Matt Van Horn asked Claude Duet to make something for his last30days project; it found four YouTube-related issues, and when he said "make a PR to fix it" it did, almost without questions.
Reported result (as claimed by the author): A high-quality PR was made, merged, commented and the issues closed entirely from mobile.
Source: https://x.com/mvanhorn/status/2113170475094577641
Tools they used: Claude Duet, GitHub
Category: Dev & ops

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 get AI code review on your pull requests · How to use Claude Duet: real examples and tips · How to control coding agents from your phone · How to automate work with n8n and AI

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