Building a Critic-Agent Loop: Scores, Refinement, and Guardrails
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Last Updated on July 6, 2026 by Editorial Team Author(s): Nitingummidela Originally published on Towards AI. Building a Critic-Agent Loop: Scores, Refinement, and Guardrails A friendlier take on the guarded critic-agent loop — Worker Bot drafts, Critic Bot scores it, and only passing work ships; anything that fails three times gets escalated to a human instead of looping forever. This is the hands-on companion to Part 1: The Critic Agent — Teach Your AI to Check Its Own Work. There, we covered t
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