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Tool-Response Engineering: The Frontier Beyond Prompt Engineering

Tool-response engineering focuses on designing the responses from AI agent tools to guide the agent's next decision, beyond simple success/failure. It is critical for coding agents to ensure safe, efficient, and reviewable workflows.

SourceHacker News AIAuthor: simonreiff
Tool-Response Engineering: The Frontier Beyond Prompt Engineering
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Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

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Key points

  • Tool-response engineering designs the shape and content of responses from AI agent tools to steer the agent's subsequent actions.
  • Unlike tool-input engineering which minimizes parameters, response engineering is an open design space with many choices.
  • Under-engineered responses can lead to inefficient agent behavior or false completion.
  • Well-engineered responses provide context about scope, state, risk, and next steps, crucial for coding agents to produce minimal, reviewable changes.

Highlights and analysis are generated automatically and may contain errors. Check the original source.