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Context Engineering for Modern AI Agents: Less Instruction, Better Results

Modern AI agents often work better with fewer, clearer instructions. This sounds counterintuitive. Older models needed detailed rules, repeated warnings, and examples for nearly every action. Newer models are better at reading a repository, understanding intent, and choosing an appropriate method. Too many instructions can now slow an agent down or create conflicts.