Real AI agent use cases, with sources and setup prompts

Have Claude design an ESP32 Wi-Fi fan controller circuit for KiCad

A circuit designer with 40 years' experience asked Claude Opus 5.5 to design a Wi-Fi fan speed controller on an ESP32: a KiCad 10 schematic plus ESP-IDF firmware, while he would lay out the PCB.

$4 in / $20 out per 1M tokens1 hourAdvancedSource linked

Source

leptons on Hacker News · 2026-10-16

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

What they did

A circuit designer with 40 years' experience asked Claude Opus 5.5 to design a Wi-Fi fan speed controller on an ESP32: a KiCad 10 schematic plus ESP-IDF firmware, while he would lay out the PCB.

Result (as claimed)

Done in 15-20 minutes with reasonable part choices, after one redo to connect the schematic.

Tools they used

Cost: Claude Opus 5.5: from $4 in / $20 out per 1M tokens.

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 Opus 5.5, KiCad, ESP32, ESP-IDF. 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: Have Claude design an ESP32 Wi-Fi fan controller circuit for KiCad
What the original author did: A circuit designer with 40 years' experience asked Claude Opus 5.5 to design a Wi-Fi fan speed controller on an ESP32: a KiCad 10 schematic plus ESP-IDF firmware, while he would lay out the PCB.
Reported result (as claimed by the author): Done in 15-20 minutes with reasonable part choices, after one redo to connect the schematic.
Source: https://news.ycombinator.com/item?id=50121969
Tools they used: Claude Opus 5.5, KiCad, ESP32, ESP-IDF
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 design a PCB and electronics with AI · How to build hardware projects with AI agents · How to build a smart home and voice assistant with AI agents

Related use cases

Dev & opsHacker News · ofrzeta

Let Claude design schematics and PCBs in KiCad

Konnect is a KiCad 10 plugin that lets Claude and other assistants design schematics and PCBs over MCP: 228 tools for schematic capture, layout, routing, ERC/DRC checks, JLCPCB part search and manufacturing exports, with skills that teach Claude KiCad conventions.

See pricing page1 hourAdvanced