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Live in the Loop: Rapid Run-time Feedback for Prompts

Toni Mattis, Abdullatif Ghajar, Tom Beckmann, Robert Hirschfeld

2026Year
2Citations

Abstract

Programmers formulate prompts for code generation based on their understandings of problem domain and LLM ability to execute instructions. A deficiency in either understanding yields inadequate generated code, requiring programmers to revise their understandings based on deficiencies observed in the generated code.

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