Unverified50% confidenceSolutionExact time
In a Loop, the judge should be structurally swapped: one Agent writes and another Agent with different instructions reviews, even switching the underlying model, similar to the separation of generator and discriminator in a GAN.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
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Related Claims
UnverifiedAgent classification is the division of different roles: some are specifically responsible for planning, some specifically write code, and some only do code review or testing, and each can be bound to different models, rules, and tool permissions.74% similarUnverifiedAgent splits the planning module, memory module, and tool-calling module into independent subsystems, responsible for breaking down goals, saving history and context, and reading and writing external systems.73% similarUnverifiedAgent programming introduces a 'plan-execute-feedback' loop mechanism, in which the model can invoke terminal execution, read error messages, analyze failure causes, and revise its strategy before trying again, distinguishing it from the single-turn passive interaction of traditional code completion.72% similarUnverifiedThe agent loop refers to the recurring cycle of calling the LLM, parsing the output, determining tool calls, invoking tools, appending results back to the message history, and calling the LLM again72% similar
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