Writing

Essays on AI, voice agents, and scaling systems that work.

· 5 min read

What it actually takes to build AI systems that work in production, not just in demos.

· 8 min read

Lessons from building Codius, an autonomous voice agent that learns and improves over time.

· 12 min read

How Frosted manages multiple clients with AI-powered email strategies and stays sane.