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articleMatt Pocock — AI Hero

Building An Evaluator

This workshop reframes the typical LLM agent as an evaluator-optimizer loop: one call generates a response while another evaluates it, then feedback guides the next step. It emphasizes moving logic from a pure agent to an evaluative loop and optimizes around it. It also covers displaying sources in the frontend as card-like items (favicon, title, snippet) to mirror DeepResearch patterns.

published APR 30, 2026★★★★★
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Matt Pocock — AI Hero
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APR 30, 2026 · 04:08
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3.0 / 5