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articleMatt Pocock — AI Hero

Showing Sources In The Frontend

Showing Sources In The Frontend outlines an evaluator-optimizer loop for LLM workflows and recommends displaying sources in the UI as card-like entries (favicon, title and snippet). It reframes the agent as a decision loop—answer when you have enough information, otherwise search—and adapts frontend patterns to present sources clearly.

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