|=== Introduction ===|

The AI industry is growing rapidly and developers are generating more code with AI agents than ever before. However, when that code reaches production, engineering teams encounter a major challenge.

The problem isn't necessarily the AI-generated code itself. It's that traditional monitoring tools struggle to provide the granular, function-level data AI agents need to understand how code behaves in complex production environments. Without that context, agents can't detect issues or generate fixes that account for production reality.