NOTES IN THE MARGIN

Writing

Half-formed thoughts on software, hardware, and what the machines are doing to us. For the sharper political stuff, that lives at desihippe.

WebSockets

Voice

Next.js

Building Real-time Voice AI Agents

May 1, 2026

Exploring the architecture and challenges of building low-latency voice-to-voice AI agents using WebSockets and the latest LLMs.

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