Your agent architecture has a half-life of 6 months — Dan Farrelly, CTO, Inngest

Summary

Dan Farrelly, CTO de Ingest, explica cómo la rápida evolución de la IA hace que las arquitecturas de agentes tengan una vida útil corta (medio año). Propone un enfoque arquitectónico basado en separar el sistema en tres capas discretas: ejecución, contexto y cómputo. Al desacoplar la capa de ejecución , encargada de la resiliencia, reintentos y orquestación, de los modelos y herramientas que cambian constantemente, los desarrolladores pueden construir sistemas de agentes más robustos y fáciles de mantener a largo plazo.

Topics covered

• La corta vida de las arquitecturas
• Capas conceptuales del sistema

+5 more topics (full content when you follow the channel)

Transcript excerpt

[music] >> Going good. >> All right. There we go. All right. Hello everyone. All right, just checking voice. >> All right, good. >> All right, well uh my name is Dan and I'm here to talk to you about how your agent architecture has a half-life of 6 months. But first who am I? I'm Dan, I'm the CTO and co-founder at Ingest. And why should you listen to me? Well, first I lead an amazing team over at Ingest. We We build a system that reliably executes anything from agents to workflows to contact pipelines, whatever you want. I'm deep building AI infra every [clears throat] day and on top of that also building agents, not just pontificating up here in theory about how you should build it. So speaking of building agents if you've been building agents for more than 6 months, you've likely rewritten something, maybe more than once. A new model a new framework or framework version new tool callin…