The Shift from Prompt Engineering to Context Engineering When better prompts are no longer the answer THE SIGNAL From Instruction to Information — What Actually Changed For most of the past two years, organisations focused their AI energy on prompt engineering - improving how instructions are written and how tasks are framed. In controlled pilots this worked well. A small group of users understood the task, held the context in their heads, and could refine the prompts until the output...