# I turned Unix talk from 1983 into the interface for my AI

> Source: <https://en.andros.dev/blog/09a21bdd/i-turned-unix-talk-from-1983-into-the-interface-for-my-ai/>
> Published: 2026-08-22 08:14:41+00:00

# I turned Unix talk from 1983 into the interface for my AI

After writing [yesterday's article about the talk command](/blog/03a4ffb9/talk-the-p2p-chat-from-1983-that-a-vpn-brought-back-to-life/), I realized there is a poetic bond between the past and the future:

`talk`

transmits character by character, and an LLM emits token by token in streaming. It is candy for any programmer.So I built a little bridge. If someone runs `talk ai@host-where-the-ai-lives`

from the VPN, an AI answers on the other side.

Cool, don't you think?

## The architecture

The trick is to sit in the middle. The server runs the real `talk`

inside a pseudo-terminal (PTY) and reads the human's half with a terminal emulator ([ pyte](https://github.com/selectel/pyte)), which turns

`talk`

's output into a virtual screen I can query. When the human presses Enter, that line is sent to the model, and the reply comes back injected character by character as it arrives in streaming. They fit without friction.

```
flowchart LR
    H["Humantalk ai@hostsplit screen, live"]
    subgraph VPN["Server"]
        D["talkd(inetd)"]
        B["bridge.pypyte reads the humanEnter = end of turntypes the AI live"]
    end
    P["An AI API"]
    H <-->|"UDP 518, ntalk (negotiation)"| D
    H <-->|"direct TCP (text stream)"| D
    D -->|PTY| B
    B -->|"request"| P
    P -.->|"response (streaming)"| B
```

So that `talkd`

recognizes the AI as just another user, the container registers its terminal in `utmp`

on startup. Without that detail, a `talk ai@host`

would reply *"not logged in"*.

## It is just a toy

Watching it work is strange and beautiful in equal parts: a technology more than forty years old, revived by a VPN, now talking to a language model that types just like a human would on the other side. It could surely go further, but it is only a silly experiment that made me smile.

This work is under a [Attribution-NonCommercial-NoDerivatives 4.0 International license.](https://creativecommons.org/licenses/by-nc-nd/4.0/)

## Help me keep writing

Every coffee gives me a push toward the next article.

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