When enterprise AI finally works, it won't look like AI
Enterprise AI value comes from redesigning workflows into systems with memory, context, feedback, and constraints rather than improving chatbots or prompts.
What is context engineering? And why it's the new AI architecture
Context engineering designs and manages the information, tools, and constraints an LLM receives, enabling scalable, high-signal inputs and improved model outcomes.