<ul data-eligibleForWebStory="true"><li>Context engineering is evolving beyond managing context windows to building complete AI systems with problem decomposition and complex control flows.</li><li>Modern AI tools like Claude Code and Anthropic's AI pair programming system involve complete systems, not just prompts or context, which coordinate tasks intelligently.</li><li>Building efficient AI systems requires recognizing the importance of decomposing problems, comprehensive evaluation strategies, and continuous improvement in various aspects.</li><li>The evolution in AI engineering signifies a shift towards building intelligent applications that require a new level of software engineering expertise, leading to the development of sophisticated AI-native applications.</li></ul>

Context Engineering Is Just One Piece: The Evolution to AI Systems

Discover more