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    Tag: Critic Agents

    Sep 20
    12 min read
    Reflection and Verification Accuracy: Benchmarking Critic Agents Against Real Implementation Errors

    In the effort to overcome the brittleness of single-pass generation, multi-agent frameworks rapidly embraced iterative self-correction. Frameworks like Reflexion, Actor-Critic topologies, and debate loops introduced secondary evaluator agents—commonly designated as Critic Agents, Verifiers, or Self-Reflection modules. The design intent was straightforward: when a primary worker agent produces code, alters a database, or drafts a response, […]