Real AI agent use cases, with sources and setup prompts

Let your agent edit a KiCad board live through the KiCad API

A hardware builder turned on KiCad's API so a coding agent can work on the open board instead of on exported files. Through kicad-python the agent moves footprints, changes nets and adjusts copper in the running editor, and it runs electrical and design rule checks with kicad-cli.

$17/mo1 afternoonAdvancedSource linked

Source

@observie on X · 2026-10-16

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

What they did

A hardware builder turned on KiCad's API so a coding agent can work on the open board instead of on exported files. Through kicad-python the agent moves footprints, changes nets and adjusts copper in the running editor, and it runs electrical and design rule checks with kicad-cli.

Result (as claimed)

He reports the agent can now edit PCB layout live; he notes agentic schematic work in KiCad is still harder than layout.

Tools they used

Cost: Claude Code: from $17/mo.

Set it up

  1. Write a one-page brief

    Describe the app in plain words: who it is for, the 3 core screens or actions, and what "done" looks like.

  2. Start the project with your agent

    Open Claude Code and paste the brief. Ask it to propose a stack and a file plan before writing code.

  3. Build one slice at a time

    Ship the smallest working flow first, run it, then add features one by one. Commit after each working step.

  4. Test it like a user

    Click through on desktop and phone. Ask the agent to add basic tests and fix anything that breaks.

  5. Check security and ship

    Keep keys in environment variables, check auth and database rules, then deploy and share the link.

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: Let your agent edit a KiCad board live through the KiCad API
What the original author did: A hardware builder turned on KiCad's API so a coding agent can work on the open board instead of on exported files. Through kicad-python the agent moves footprints, changes nets and adjusts copper in the running editor, and it runs electrical and design rule checks with kicad-cli.
Reported result (as claimed by the author): He reports the agent can now edit PCB layout live; he notes agentic schematic work in KiCad is still harder than layout.
Source: https://x.com/observie/status/2111131976040087601
Tools they used: Claude Code, KiCad, Python
Category: Vibe coding & apps

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 design a PCB and electronics with AI · How to build hardware projects with AI agents · How to vibe code an app with Claude Code

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