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cs.SE 1

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2025 1

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CONDITIONAL 1

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Utilizing API Response for Test Refinement

cs.SE · 2025-01-30 · conditional · novelty 6.0

ASTRA learns constraints from 4xx response messages using LLMs, then regenerates API test cases, cutting invalid requests and achieving high coverage with far fewer API calls than prior tools.

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  • Utilizing API Response for Test Refinement cs.SE · 2025-01-30 · conditional · none · ref 2

    ASTRA learns constraints from 4xx response messages using LLMs, then regenerates API test cases, cutting invalid requests and achieving high coverage with far fewer API calls than prior tools.