Evals shape agent behavior
We’ve been curating evaluations to measure and improve Deep Agents. Deep Agents is an open source, model agnostic agent harness that powers products like Fleet and Open SWE. Evals define and shape agent behavior, which is why it’s so important to design them thoughtfully.
Every eval is a vector that shifts the behavior of your agentic system. For example, if an eval for ...
Analyzing this article from a deeper perspective, we can see that Deep Agents' focus on transparency, reproducibility, and adaptability sets them apart in the development of AI tools. By utilizing open-source tools and making their evaluation suite publicly available, they encourage collaboration and community involvement. The team's commitment to exploring open-source large language models reflects a shift towards democratizing AI technology.
However, it is essential to recognize that while Dee...