If you look at any tech blog or website, everyone is obsessed with becoming a "Prompt Engineer." Even Tik-Tok creators are sharing their own versions!
We are creating mega-prompts like secret recipes, crafting 500-word instructions that feel, and in many cases are, an overkill for the actual responses they generate. We have convinced ourselves this is a new skill set. But if history is any guide, we are actually just paying a technical tax on a maturing technology. In three to five years, the term "prompt engineering" will be obsolete.
History repeats itself
In the late 90s, we had to be a boolean wizard to find anything on the web. We used AND, NOT, and OR with surgical precision. We added the more advanced site:, filetype: and other complex logic to get cleaner results. Eventually, the "operators" died because the engines got smarter. We are currently in the "advanced operator" phase of Generative AI. We are working hard to provide context because the models are stateless. They wake up every morning with amnesia.
Context Engineering is next
But the future isn't better prompts. It is Context Engineering, as the next generation of foundational models will not wait for you to describe your world. While prompt engineering is about how you talk to the machine, context engineering is about what the machine knows before you even open your mouth.
For organisations, the goal should not be to train 5,000 employees to write better "paragraphs of instructions." The goal is to move toward a world where AI already knows the answer because the context is baked into the architecture.
The "Prompt" is just a temporary workaround.
#FutureOfWork #AI #DigitalTransformation #ContextEngineering #Prompting