Real AI agent use cases, with sources and setup prompts

Put Claude Code, Codex and a local model in one group chat you control from your phone

RAPR AI puts Claude Code, Codex and Ollama in one group chat on your own machine, controlled from your browser, Telegram or WhatsApp.

$17/mo30 minutesIntermediateSource linked

Source

@rawaldelhi on X · 2026-10-18

Written in our own words. Credit to the original author. Link checked 2026-10-18.

What they did

RAPR AI puts Claude Code, Codex and Ollama in one group chat on your own machine, controlled from your browser, Telegram or WhatsApp.

Result (as claimed)

Free and open source; launched publicly.

Tools they used

Cost: Claude Code: from $17/mo; OpenAI Codex: free plan, paid from $8/mo; Telegram Bot API: from See pricing.

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 Claude Code, OpenAI Codex, Ollama, Telegram Bot API, WhatsApp 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: Put Claude Code, Codex and a local model in one group chat you control from your phone
What the original author did: RAPR AI puts Claude Code, Codex and Ollama in one group chat on your own machine, controlled from your browser, Telegram or WhatsApp.
Reported result (as claimed by the author): Free and open source; launched publicly.
Source: https://x.com/rawaldelhi/status/2111662120752599297
Tools they used: Claude Code, OpenAI Codex, Ollama, Telegram Bot API, WhatsApp
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 run multiple coding agents together · How to control coding agents from your phone · How to run local LLMs with AI agents

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