# Web interface Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/web-interface
> Markdown URL: https://aitinkerers.org/technologies/web-interface.md
> Technology record last updated: 2026-03-24T09:25:25Z
> Generated: 2026-09-21T03:47:36Z

A browser-based gateway using HTML, CSS, and JavaScript to bridge human intent with server-side logic.

Web interfaces transform raw data into interactive experiences through the Document Object Model (DOM). By leveraging standardized protocols like HTTP/HTTPS and modern frameworks such as React or Vue.js, these interfaces ensure cross-platform compatibility across Chrome, Safari, and Firefox. They prioritize accessibility (WCAG 2.1) and responsive design to maintain sub-200ms latency for user interactions. From simple REST API consumers to complex Single Page Applications (SPAs), the web interface remains the most portable deployment target in software engineering.

- Official technology site: https://developer.mozilla.org/en-US/docs/Learn/Getting_started_with_the_web
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Simulating the unsimulable](https://montreal.aitinkerers.org/talks/rsvp_d9kca3RKDrA)

I’m building Kobayashi, an optimization and simulation engine for Star Trek Fleet Command. It models the game’s combat mathematically, then searches huge decision spaces like ships, officers, and upgrades to tell you what actually maximizes win rate. AI helped me reverse engineer complex game files, rapidly build an MVP, and iteratively improve the engine.

- Event context: AI Tinkerers Montreal - March Demo Night — 2026-03-24 — Montreal
- Public talk page: https://montreal.aitinkerers.org/talks/rsvp_d9kca3RKDrA

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