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AI-WORKFLOWS-AUTOMATION5 MIN READ

Keep the Research Agent Honest

Control an agentic research loop with evidence signals and stop conditions.

The situation The agent can search the web, compare claims, and draft a pricing summary. Leadership cares more about supported claims than about stylistic polish. The loop should optimize for evidence, not prettier prose. Framework Search → Evaluate → Decide Each cycle should answer whether evidence quality improved enough to continue or stop. Each extra pass needs a reason grounded in evidence, not a hope grounded in aesthetics. First draft Step 1 The first draft contains three pricing claims but only one has a cited source. What is the strongest next move? Loop limit Step 2 After two more passes,…

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