> Markdown version of [/events/world-congress-2026-north-america/sessions/1815-physical-ai-5-things](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1815-physical-ai-5-things). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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# Physical AI: 5 Things You Can Build That Aren't Another Chatbot


- **Event:** World Congress 2026 North America

## Description

This session walks through five working projects that show what AI looks like when it leaves the screen: vibe-coding 3D-printable parts in OpenSCAD, generating firmware and PCB layouts for custom IoT devices, an AI-driven home automation stack over MQTT, physical controllers that turn button presses into agent calls, and a "renascent" interface that rewrites its own code on voice command and hot-reloads live.

## Speaker

### [Vini Senger](https://www.wearedevelopers.com/@vini-senger)

AWS - Developer Advocate


## Related talks at this congress

- [From Software Agents to Physical Devices: Inside the Agentic Hardware Stack](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1735-from-software-agents) — Michael Yuan, Vivian Hu
- [Building Stuff with GenAI - The Open Minded Workshop beyond OpenAI](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1719-building-stuff-with) — Andreas Erben
- [Beyond Vibe Coding: Using CLI Tools as Your AI Counterpart in Pair Programming](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1721-beyond-vibe-coding) — Ron Veen
- [Agents Have a Perception Problem](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1785-agents-have-a) — Ivan Sekyonda

## Watch remotely

Can’t make it to San José? Watch this session live with Pro. You also get:

- All full videos, bookmarks, and playlists
- World Congress livestreams

[See pricing](https://www.wearedevelopers.com/pricing)

## Links

- [Get tickets](https://www.wearedevelopers.com/world-congress-north-america/tickets)