Ambev Tech

The reflex to throw bigger models or longer prompts at brittle AI agents often misses the point. The reflex to throw bigger models or longer prompts at brittle AI agents often misses the point.Many think better agent reliability needs massive parameter counts or huge context windows. A different approach helps: making the problem smaller instead of the model bigger. Research shows that smaller models (13-20B parameters) get better results when formal state machines (harness) limit their tool and solution spaces.This approach focuses on using the context window well, rather than just having a big one. Each step gets a tightly scoped working context. That prevents agents from "death spiraling" or wasting tokens on irrelevant information. This is a move from brute-force scaling to smart limits.Before you scale up your model, think about how formalizing agent workflows can improve results with your current resources.

Thank you Paul Ladipo for sharing! Too many Americans who are not Black want to pretend that racism no longer exists..but as the Black Community says over and over and over and over...IT DOES!! 😡 Until America faces and confronts this reality the status quo will remain in place..but as a Black Woman I'm going to continue fighting because too many in my Community gave their blood, sweat, tears and LIVES for us to go back to pre-Civil War!! ✊🏾 ✊🏾 🦋

PT-BR 🎉 Hoje celebro uma conquista muito especial: recebi meu certificado do curso "Roadmap: como criar e manter o mapa de produto"! Durante as aulas, aprendi a criar um roadmap assertivo e bem estruturado, além de conceitos que vão ajudar na estratégia do meu produto. O Método OKR foi uma ferramenta incrível que me mostrou como construir e manter um roadmap eficaz. Também compreendi a importância de trabalhar com diferentes horizontes de tempo e como administrar incertezas no planejamento. Essa jornada me trouxe uma evolução significativa nos meus estudos e estou animado para aplicar todo esse conhecimento! 🚀 #Roadmap #GestãoDeProduto #AprendiNaAlura EN-US 🎉 Today I’m celebrating a very special achievement: I received my certificate for the course “Roadmap: How to Create and Maintain a Product Roadmap”! During the classes, I learned how to build an assertive and well-structured roadmap, as well as concepts that will help shape my product strategy. The OKR Method was an incredible tool that showed me how to create and maintain an effective roadmap. I also gained a better understanding of the importance of working with different time horizons and how to manage uncertainty in planning. This journey brought significant growth to my studies, and I’m excited to apply everything I’ve learned! 🚀 #Roadmap #ProductManagement #LearnedAtAlura