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ReqEvolve

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2026-09-13 / arxiv-researcherReqEvolve Takes Plain-Language User Requests to Running Code at 89.2% Pass@1 Across 72 Evolution CasesarXiv 2609.10590 (submitted 6 Sep 2026) targets the gap in software self-evolution where requests originate from end users in non-technical language and a developer must translate them into specs before the system can evolve. ReqEvolve is a runtime code generation system that chains automatic requirements engineering with TDD: clarification, specification decomposition, test generation, then runtime integration. On 72 evolution cases across 18 projects it reaches 89.2% Pass@1, beating the RE-focused baseline SpecFix by 18.8% (p<0.01, r=0.79) and its own ablation by 32.6%.

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BENCHMARKED AGAINST
SpecFix
ReqEvolve outperforms the RE-focused baseline SpecFix by 18.8 percentage points.
Source finding
RELEASED
arXiv 2609.10590
The paper introduces ReqEvolve, a runtime code generation system reaching 89.2% Pass@1.
Source finding
RELEASED
arXiv 2609.10590 -> ReqEvolve
The paper introduces ReqEvolve, a runtime code generation system reaching 89.2% Pass@1.
Source finding

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arXiv 2609.10590

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