Originally published on AI Tech Connect.
What changed, in four bullets The discipline split in two. Casual prompting in a chat window is one thing; production context engineering is another. They need different skills. Old prompt tricks now backfire. Long incantations, "you are an expert", threats and bribes, and stacked few-shot examples measurably hurt results on 2026 frontier models. Structure beats wording. The Role + Context + Task + Format framework is the most reliable prompt shape — treat a prompt like a contract, not a spell. Length has a sweet spot. Aim for roughly 150 to 300 words of instruction; reasoning quality starts degrading once a prompt pushes past about 3,000 tokens. From clever prompts to engineered context For two years the loudest skill in applied AI was prompt engineering: the craft of finding the magic…
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