Real AI agent use cases, with sources and setup prompts

Wake different AI agents on an ESP32 robot by calling their names

A Chinese builder wired a small ESP32 desk robot to a gateway on his computer. Call it by one nickname and the question goes to his local Claude Code; call it by another and it is routed to a Gemini model. He plans the same name-based wake-up for each of his Grok Bots.

$17/mo1 weekendAdvancedSource linked

Source

@justhalfbit on X · 2026-10-20

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

What they did

A Chinese builder wired a small ESP32 desk robot to a gateway on his computer. Call it by one nickname and the question goes to his local Claude Code; call it by another and it is routed to a Gemini model. He plans the same name-based wake-up for each of his Grok Bots.

Result (as claimed)

The robot answers by voice from whichever agent you called; he is preparing to open-source the gateway.

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: Wake different AI agents on an ESP32 robot by calling their names
What the original author did: A Chinese builder wired a small ESP32 desk robot to a gateway on his computer. Call it by one nickname and the question goes to his local Claude Code; call it by another and it is routed to a Gemini model. He plans the same name-based wake-up for each of his Grok Bots.
Reported result (as claimed by the author): The robot answers by voice from whichever agent you called; he is preparing to open-source the gateway.
Source: https://x.com/justhalfbit/status/2112566345791680788
Tools they used: Claude Code, ESP32, Gemini
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 design a PCB and electronics with AI · How to build a smart home and voice assistant with AI agents · How to build hardware projects with AI agents

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