Real AI agent use cases, with sources and setup prompts

Run one self-hosted AI agent for your household with memory for each person

Aura is a self-hosted agent written in Go with per-person graph memory, scheduled jobs, MCP tools and Telegram or WhatsApp channels, shipped as a Docker Compose appliance.

See pricing page30 minIntermediateSource linked

Source

chettto983 on Hacker News · 2026-10-08 · Project link

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

What they did

Aura is a self-hosted agent written in Go with per-person graph memory, scheduled jobs, MCP tools and Telegram or WhatsApp channels, shipped as a Docker Compose appliance.

Result (as claimed)

Each family member gets an assistant that remembers them, on hardware you control.

Tools they used

AuraTelegramWhatsAppDocker

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 Aura, Telegram, WhatsApp, Docker 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: Run one self-hosted AI agent for your household with memory for each person
What the original author did: Aura is a self-hosted agent written in Go with per-person graph memory, scheduled jobs, MCP tools and Telegram or WhatsApp channels, shipped as a Docker Compose appliance.
Reported result (as claimed by the author): Each family member gets an assistant that remembers them, on hardware you control.
Source: https://news.ycombinator.com/item?id=50010250
Tools they used: Aura, Telegram, WhatsApp, Docker
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 self-host AI agents on a Raspberry Pi, Mac mini or homelab · How to build Telegram, Discord and WhatsApp bots with AI · How to run AI coding agents in a sandbox · How to set up an AI family assistant

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