The Shift from Prompt Engineering to Context Engineering

For two years, organisations focused their AI energy on prompt engineering — improving how instructions are written. In production, that's not enough. The question is no longer how well the AI is instructed, but what it knows, what it can access, and whether that information was deliberately prepared or simply accumulated - Context Engineering.