Kavak's Playbook for Rebuilding a Company Around AI
Source
youtube.com
Author
a16z
Date
Why it matters
Describes a production pattern of one isolated AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → and VM per customer at 100k+ daily instances, plus a training program. It gives a concrete reference for scaling agent deployments.
Terms in this piece · Glossary
token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
