Greg Kamradt

"My attention is the bottleneck" | Peter Steinberger, OpenClaw

Jul 2, 2026 20 min
ai codingsoftware developmentprompt engineeringdeveloper workflowartificial intelligence
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Summary

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Peter Steinberger discusses his experience with AI coding agents, highlighting how his attention is the bottleneck in leveraging them effectively. He shares insights on utilizing coding agents for tasks like PR reviews and debugging, emphasizing the importance of prompt engineering and the current limitations of AI in understanding complex codebases.

Peter Steinberger delivers a lecture on the challenges and potential of using AI coding agents, identifying human attention as the primary bottleneck. He begins by explaining that he was initially constrained by tokens but now sees attention as the key limitation. Steinberger illustrates this with examples of using agents for tasks such as automated code review and debugging, noting that while agents can generate code quickly, the human review process is still necessary for validation and understanding. He discusses the "agent-skills" framework, which allows for specialized agents to perform specific tasks like generating transcripts or performing auto-reviews. A significant portion of the talk focuses on the practical application and limitations of these agents, particularly concerning their ability to handle complex codebases and the human effort required to guide and verify their output. He concludes by emphasizing the value of these tools in augmenting developer workflows, even with their current limitations.

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Worth watching if: Developers interested in leveraging AI for coding tasks, particularly those working with large codebases or complex workflows. The talk provides practical insights into prompt engineering, agent capabilities, and current limitations.

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