Modern AI Agents: A Return to Classic Systems Engineering

As AI agents scale to handle numerous capabilities, developers are overcoming context window limitations by reapplying classic computer science principles. This shift from simple prompting to sophisticated resource management, like paging and header declarations, allows for more scalable and efficient agentic workflows.