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AI Engineer May 20, 2026

Skill issue: Lessons from skilling up coding agents to use Langfuse - Marc Klingen, Clickhouse

Summary

Mark from Langfuse discusses the evolution of AI agents, drawing parallels to solving a Rubik's cube with a manual and exploring the balance between workflow-based and fully autonomous agent approaches. The transcript highlights the broad surface area of agent deployment, suggesting that not every application requires the most advanced coding agents, as they can be slow and expensive. The key takeaway is understanding that agents are becoming more nuanced, with skills and capabilities expanding, and finding the right balance between structured workflows and adaptive intelligence.

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