Marc Klingen

This talk explores the challenges and lessons learned in skilling up coding agents to effectively use tools like Langfuse. It highlights the evolution from complex workflows to more autonomous agents and emphasizes the role of formalized skills as shortcuts for reliability. The core thesis is that by leveraging tracing and structured skills, developers can significantly improve agent capabilities and streamline the integration of complex tools into AI applications.