Real AI agent use cases, with sources and setup prompts

Put an AI agent on a Nokia 110 feature phone

Reverse-engineered a Nokia 110 after Android install failed on 48MB RAM, then ran an AI agent that automates a few actions.

See pricing pagea few daysAdvancedSource linked

Source

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

Written in our own words. Credit to the original author. Link checked 2026-10-15.

What they did

Reverse-engineered a Nokia 110 after Android install failed on 48MB RAM, then ran an AI agent that automates a few actions.

Result (as claimed)

Working agent on extreme low-RAM hardware for lower screentime.

Tools they used

The source does not name specific tools.

Cost: Pricing depends on the tools you pick; check each official pricing page.

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 your AI agent 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

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You are helping me set up this AI use case end to end in Claude Code.

Goal: Put an AI agent on a Nokia 110 feature phone
What the original author did: Reverse-engineered a Nokia 110 after Android install failed on 48MB RAM, then ran an AI agent that automates a few actions.
Reported result (as claimed by the author): Working agent on extreme low-RAM hardware for lower screentime.
Source: https://news.ycombinator.com/item?id=50006114
Tools they used: not named in the source
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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