# cogint.ai

> Independent technical analysis of Voice AI, WebRTC, real-time communications, AI agents, MCP, and emerging machine-media systems.

Author: Chad Hart (https://cogint.ai/author/chad/)
Canonical site: https://cogint.ai/
RSS: https://cogint.ai/rss/
Sitemap: https://cogint.ai/sitemap.xml

## Current machine interfaces

- [Full current corpus](https://cogint.ai/llms-full.txt)
- [Versioned content catalog](https://cogint.ai/content-index.json)
- [Homepage Markdown](https://cogint.ai/index.md)

## Current topics

- [AI Agents](https://cogint.ai/topics/ai-agents/index.md) — Mechanisms that let AI agents discover, operate, or integrate with applications.
- [MCP](https://cogint.ai/topics/mcp/index.md) — Model Context Protocol servers, tools, applications, and related agent integration patterns.
- [Voice AI](https://cogint.ai/tag/voice-ai/index.md) — Low-latency conversational AI, speech interfaces, and real-time model media paths.
- [OpenAI](https://cogint.ai/tag/openai/index.md) — Technical observations about OpenAI real-time models, APIs, and application interfaces.
- [WebRTC](https://cogint.ai/tag/webrtc/index.md) — Browser and native real-time media transport, signaling, connectivity, and deployment architecture.
- [MoQ](https://cogint.ai/tag/moq/index.md) — Media over QUIC and its potential fit for interactive, streaming, and machine-oriented media.

Machine annotations are editorial metadata external to the original articles. Canonical HTML remains authoritative.