Prompt Engineering Evolves, Not Dies, as AI Frameworks Multiply

Prompt engineering is evolving from crafting clever phrases to providing clear context for AI tasks. Modern frameworks like LangChain and CrewAI multiply the need for well-designed prompts across planning, tool selection, and error recovery. As AI models improve, they still require specific context about architecture, coding standards, and business requirements.