I think the prompting community overcomplicates things. here's what actually moves the needle in my experience.

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PromptEngineering

I've been following this sub for about a year and I work with LLMs daily for content strategy and product work. I've tried most of the frameworks people recommend here. chain of thought, tree of thought, few-shot examples, role-based prompting, the mega-prompts with 15 sections. they all work to varying degrees. but after months of experimenting I keep coming back to the same conclusion: the biggest lever is just the amount of relevant context in the prompt, not the structure around it. a sloppy