This is a cached version of https://nextjs.org/conf/session/identity-and-accountability-in-the-age-of-ai-agents from 2/28/2026, 3:21:12 PM.
Ambient Agents on Next.js: Seven Levers for Token Efficiency - Next.js Conf 2025
Ambient agents read live event streams and act continuously, so scaling them calls for stream-processing techniques. This talk explores seven practical levers to manage always-on token use, latency, and risk, without sacrificing effectiveness.
All sessionsAmbient agents read live event streams and act continuously, so scaling them calls for stream-processing techniques. This talk explores seven practical levers to manage always-on token use, latency, and risk, without sacrificing effectiveness.SpeakersFred Patton , Auth0SpeakersSessionsWorkshopsLogin