Real AI agent use cases, with sources and setup prompts

Show Claude Code and Codex usage limits on an ESP32 screen

His ESP32-S3 desk display shows his Claude Code and Codex 5-hour and weekly usage when idle. The PC pushes the numbers over Wi-Fi so credentials stay on the PC, and it backs off when rate-limited.

$17/mo4 daysIntermediateSource linked

Source

@hardyhuang818 on X · 2026-10-12

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

What they did

His ESP32-S3 desk display shows his Claude Code and Codex 5-hour and weekly usage when idle. The PC pushes the numbers over Wi-Fi so credentials stay on the PC, and it backs off when rate-limited.

Result (as claimed)

Built in 4 days.

Tools they used

Cost: Claude Code: from $17/mo; OpenAI Codex: free plan, paid from $8/mo.

Set it up

  1. Pick a contained repo or task

    Start on a branch or side project where mistakes are cheap.

  2. Install and configure

    Set up Claude Code, OpenAI Codex, ESP32. Read what it can run on your machine and limit permissions where possible.

  3. Run it on a real task

    Give it a well-scoped issue and let it work. Review the diff like any pull request.

  4. Add guardrails

    Keep tests and CI in the loop, and never let an agent push to main or touch production secrets unattended.

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: Show Claude Code and Codex usage limits on an ESP32 screen
What the original author did: His ESP32-S3 desk display shows his Claude Code and Codex 5-hour and weekly usage when idle. The PC pushes the numbers over Wi-Fi so credentials stay on the PC, and it backs off when rate-limited.
Reported result (as claimed by the author): Built in 4 days.
Source: https://x.com/hardyhuang818/status/2109483328936300791
Tools they used: Claude Code, OpenAI Codex, ESP32
Category: Dev & ops

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.

The Daily 5

Get five new use cases tomorrow morning

Free. Real sources. Unsubscribe any time.

Guides for this use case

How to vibe code an app with Claude Code · How to use Claude Code and Codex together · How to build a smart home and voice assistant with AI agents · How to build hardware projects with AI agents

Related use cases