Author
David Burch
David Burch is the head of content at Arize AI, a pioneer and early leader in machine learning observability. Previously, David helped lead content and communications at Adobe (Advertising Cloud), Sitecore and TubeMogul. David received his BA from the University of California, Berkeley and resides in Austin, Texas.
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Recent posts
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Agent EngineeringInside Typeform’s AI Agent Stack
Typeform is building generative AI experiences to help customers create better forms faster and to make collecting insights feel more natural and useful end-to-end. In this Q&A, Marta… David Burch February 17, 2026 6 min read -
Agent EngineeringCUGA Agent: From Benchmarks to Business Impact of IBM’s Generalist Agent
This paper reading features several of the researchers — including Segev Shlomov (PhD), Ido Levy, Asaf Adi, and Avi Yaeli — behind the widely acclaimed paper “From Benchmarks… David Burch February 11, 2026 1 min read -
AI EvaluationTop Generative AI Conferences In 2026 for Engineers
GenAI stacks are shifting fast enough that staying current is an ongoing project, not a quarterly refresh. The hard part is separating durable engineering practices (evals, reliability, cost… David Burch February 10, 2026 10 min read -
Case StudiesHow Nebulock Democratizes Threat Hunting
Nebulock is on a mission to democratize threat hunting. Instead of relying only on deterministic rules or reacting to alerts as they come in, the team builds AI… David Burch January 30, 2026 4 min read -
Agent EngineeringGoogle TUMIX AI Agent Paper, Explained By Its Author
In our latest paper reading, we had the pleasure of featuring Yongchao Chen — a Research Scientist Intern at Google and PhD candidate at MIT and Harvard. He… David Burch November 24, 2025 1 min read -
Agent EvaluationMeta AI Researcher Explains ARE and Gaia2: Scaling Up Agent Environments and Evaluations
In our latest paper reading, we had the pleasure of hosting Grégoire Mialon — Research Scientist at Meta Superintelligence Labs — to walk us through Meta AI’s groundbreaking… David Burch November 6, 2025 4 min read -
Agent EngineeringHyland’s Approach To AI Agent Engineering
Hyland’s AI agent stack pairs Hyland Agent Builder with agentic document processing to bring context-aware agents to core platforms like Onbase, Alfresco, and Nuxeo — turning document understanding… David Burch November 3, 2025 6 min read -
AI EvaluationWhat Are the Top LLM Evaluation Tools?
AI agents and real-world applications of generative AI are debuting at an incredible clip this year, narrowing the time from AI research paper to industry application and propelling… David Burch October 23, 2025 2 min read -
Agent EngineeringKeller Williams: Rise of the Agent Engineer
Austin, Texas-based Keller Williams Realty, LLC is the world’s largest real estate franchise by agent count. It has more than 1,000 market center offices and 161,000 affiliated agents.… David Burch October 15, 2025 9 min read -
Agent EngineeringRise of the Agent Engineer: Trunk Tools’ Bobby Vinson
Trunk Tools is building the brain behind construction, transforming the $13 trillion construction industry. As a premier AI agent platform for the built environment, Trunk Tools deploys solutions… David Burch September 19, 2025 4 min read
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Arize gives AI teams observability and evals to understand and improve agent performance.
