# messaging Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/messaging
> Markdown URL: https://aitinkerers.org/technologies/messaging.md
> Technology record last updated: 2026-03-05T20:22:18Z
> Generated: 2026-08-26T06:23:03Z

Messaging facilitates near-instantaneous data exchange between distributed endpoints using protocols like XMPP, MQTT, or AMQP.

Modern messaging systems move billions of packets daily across architectures ranging from simple peer-to-peer SMS to complex enterprise service buses (ESBs). By leveraging standardized protocols such as XMPP for presence or MQTT for low-bandwidth IoT telemetry, these systems ensure sub-100ms latency for critical communications. Whether managing RabbitMQ clusters for asynchronous task queuing or deploying Signal's Double Ratchet algorithm for end-to-end encryption, messaging remains the backbone of real-time digital interaction.

- Official technology site: https://www.rfc-editor.org/rfc/rfc6120
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Teaching an AI to Text: Turning Natural Language Into Chat Actions](https://chicago.aitinkerers.org/talks/rsvp_XrA7jcPfzYI)

This demo explores how AI can improve the texting experience by letting users send messages using natural language instead of UI steps. I’ll present SmartChat, a real-time chat experiment where users can type commands like “Send Aron I’ll be late” and have the system infer the recipient, message, and intent. The focus is on how the AI layer was designed: parsing ambiguous text, matching recipients from partial names, confirming intent, handling mistakes, and keeping the interaction fast enough for real-time chat. I’ll walk through how LLMs were integrated into a mobile messaging flow, how failures are handled, and what design patterns worked (and didn’t) when AI becomes part of the text input itself.

- Event context: AI Tinkerers Chicago: February Meetup ft. DubClub — 2026-02-17 — Chicago
- Public talk page: https://chicago.aitinkerers.org/talks/rsvp_XrA7jcPfzYI

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