Inside the Agent Engine: A Deep Dive with Traversal and LangChain
Traversal's co-founders Anish Agarwal and Raj Agrawal sit down with LangChain CEO Harrison Chase to unpack the architecture behind building AI agents that can reliably reason over complex enterprise production environments. From designing a Production World Model to evaluating agents without labeled data, this conversation goes deep on solving the hardest problems in enterprise AI SRE.
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How do you build AI agents that can reliably troubleshoot production systems at enterprise scale?
Recorded live at Traversal HQ in New York City, this discussion brought together AI builders to explore one of the hardest problems in enterprise AI: building agents that can reason reliably about complex production environments.
Harrison Chase (Co-Founder & CEO, LangChain), Anish Agarwal (Co-Founder & CEO, Traversal), and Raj Agrawal (Co-Founder, Traversal) discuss the architecture behind Traversal's AI SRE, from building a Production World Model and making enterprise telemetry searchable to designing agent harnesses, evaluating agents without labeled data, and continuously improving performance in production.