USE LOOP ENGINEERING INSTEAD OF WRITING PROMTS YOURSELF It is giving an agent a goal, state, tools, a verifier, and a reason to stop. That sounds subtle. It changes everything. A normal model answers once. A context-engineered model answers with more information. A

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