Context Engineering Advisor
deanpeters/product-manager-skillsIf your AI outputs feel weak or unreliable even after feeding it lots of data, you might be doing context stuffing instead of context engineering. Context stuffing means piling in every piece of information without thinking about what the AI really needs. Context engineering means carefully choosing and organizing the right information so the AI can focus on what matters.
This guide helps product managers spot the difference. You will learn how to build better memory and retrieval for AI agents. You will also fix common problems like Context Hoarding Disorder and use smart practices like bounded domains and episodic retrieval. The result is AI that consistently gives you high-quality answers without wasting time or money.
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