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When Coding Agents Outpace Review: Evaluating PRD-Driven Development in Mature Enterprise Repositories

Tianqi Liu, Yandong Guan, Songze Li, Wenkai Wang, Gang Yu, Chengfei Lv · 2026 · arXiv

DOI: 10.48550/arXiv.2610.26394 · open-access PDF

Japanese

コーディングエージェントは成熟したエンタープライズレポジトリの開発タスクをますます実行しているが、既存のベンチマークは、完全なプロダクト要件文書(PRD)を満たすかどうか、および配信が破綻する場所について限られた洞察を提供している。発行の解決と開発はゼロからの増加的なPRDの達成を未調査に残し、孤立したテストはビジネスおよび統合要件の不完全な証拠を提供する。

Machine translation (Meta M2M100); the English original follows.

Abstract

Coding agents increasingly undertake development tasks in mature enterprise repositories, yet existing benchmarks offer limited insight into whether they fulfill complete Product Requirement Documents (PRDs) and where delivery breaks down. Issue resolution and development from scratch leave incremental PRD fulfillment underexplored, while isolated tests provide incomplete evidence of business and integration requirements. We introduce PACE, a benchmark of 43 enterprise tasks with 750 expert-audited Code Points. It combines requirement reconstruction, criterion construction, and evidence-based

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