Most teams building today have traces, what they don't have is a system for continuously improving their agents.
— LangChain (@LangChain) 23 juin 2026
The teams that do use an agent development lifecycle: build, test, deploy, and monitor.
The problem with this lifecycle? It scales at the speed of their engineers. pic.twitter.com/YlXt3BRrQ2
Most teams that build today have traces, what they don't have is a system to continuously improve their agents. Teams that use an agent development lifecycle: build, test, deploy, and monitor. The problem