Skip to main content
Portfolio logo
Patrick Tavares
About
Background
Work Experience
Education
Certificates
Projects
Other pages
Blog
Tags
EN
English
Português
About
Background
Work Experience
Education
Certificates
Projects
Other pages
Blog
Tags
EN
English
Português
Back to all tags
large language model
Posts
The Gen AI Plateau and the Failure of Autonomous Agents
Jan 20, 2026
ai agents
large language model
machine learning
software engineering
Have we hit the AI ceiling? Understand why prompt-only agents fail in production and why hybrid architecture is the only path to systems that actually deliver real-world value.