Real AI agent use cases, with sources and setup prompts

Build an offline AI character that runs on a Raspberry Pi 5

With no hardware background, he built Hans, a local AI beaver: you type on a keyboard and Hans answers on a screen, powered by Google's Gemma 4 running on a Raspberry Pi 5. Claude Code wrote it.

$17/moDaysIntermediateSource linked

Source

@vlady_nyz on X · 2026-10-20

Written in our own words. Credit to the original author. Link checked 2026-10-20.

What they did

With no hardware background, he built Hans, a local AI beaver: you type on a keyboard and Hans answers on a screen, powered by Google's Gemma 4 running on a Raspberry Pi 5. Claude Code wrote it.

Result (as claimed)

MVP working with no internet connection needed.

Tools they used

Cost: Claude Code: from $17/mo.

Set it up

  1. Define the job

    Say exactly what you want done and what the agent may and may not do on your behalf.

  2. Share only what is needed

    Give Claude Code the minimum files or access required. Avoid sharing passwords in chat when a safer login flow exists.

  3. Review the plan

    Ask the agent to show its plan or draft before it acts, and approve each step that has real consequences.

  4. Check the result

    Confirm the outcome yourself (order placed, request sent, document understood) and keep a record.

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: Build an offline AI character that runs on a Raspberry Pi 5
What the original author did: With no hardware background, he built Hans, a local AI beaver: you type on a keyboard and Hans answers on a screen, powered by Google's Gemma 4 running on a Raspberry Pi 5. Claude Code wrote it.
Reported result (as claimed by the author): MVP working with no internet connection needed.
Source: https://x.com/vlady_nyz/status/2112615641702408508
Tools they used: Claude Code, Raspberry Pi, Gemma
Category: Personal & life

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 self-host AI agents on a Raspberry Pi, Mac mini or homelab · How to use AI agents for Linux, servers and homelabs · How to build hardware projects with AI agents

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