Sumit Gupta
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  • Does Splitting a Monolithic Agent Into Specialists Improve Eval Scores? Apr 8, 2026

    We tested whether extracting media tools from a 46-tool agent into a 7-tool specialist would improve quality — and whether Gemma 26B could replace Sonnet on the focused domain.

  • Building a Production Eval System for AI Agents Apr 7, 2026

    What we learned building a quality measurement system for a multi-agent AI, drawing on practitioner wisdom from Hamel Husain, Eugene Yan, Braintrust, and applied-llms.org.

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