🛰️ Daily AI Frontier
‹ back to 2026-08-21

Repo0: Design-Driven Zero-to-All Code Generation

arXiv cs.SE LLM Agents Silin Chen, Haoyi Teng, Xiaodong Gu, Yuling Shi, Jiale Huang, Yongpan Wang, Hongyu Zhang, Haibing Guan 2026-08-20

TL;DR - Repo0 is a framework for generating complete software repositories from natural-language requirements by continuously evolving an explicit modular architecture before code generation. On six RepoCraft repositories, it outperformed repository-planning baselines in functionality coverage and test pass rate.

  • Represents requirements, components, and their alignment as a Dual-Directed-Acyclic-Graph.
  • Iteratively adjusts component boundaries using modularity metrics until the architecture structurally converges.
  • Uses the converged architecture to guide test-driven code generation.
  • With GPT-5 mini and DeepSeek V3.2, Repo0 improved Functionality Coverage by up to 20.08 percentage points and Pass Rate by up to 29.74 points over RPG.

view merged work →