Graph-Guided Repository Environment Construction

arXiv:2609.33429 · cs.SE, cs.AI · Submitted 2026-09-27 · Read on arXiv

cs.SE, cs.AI

Submitted: 2026-09-27

Updated: 2026-09-27

Code: https://github.com/wecode-ai/Wegent

Terminology

• Benchmark — 20× in this paper · explained in 2 episodes
• Core — 6× in this paper · explained in 2 episodes
• Environment Build Success Rate — 4× in this paper
• Environment Setup Success Rate — 4× in this paper
• Abstraction — 2× in this paper · explained in 1 episode
• Generalizability — 2× in this paper · explained in 6 episodes
• Trace — 2× in this paper · explained in 2 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Agent Harness — 1× in this paper · explained in 2 episodes
• Agentic Reasoning — 1× in this paper · explained in 1 episode
• Generative AI — 1× in this paper · explained in 2 episodes
• Graph Construction — 1× in this paper · explained in 3 episodes
• Knowledge Graph — 1× in this paper · explained in 7 episodes
• Multi-Agent System — 1× in this paper · explained in 6 episodes
• Perplexity — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Sources

• SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks
• EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration
• RAT: RunAnyThing via Fully Automated Environment Configuration
• RepoLaunch: Automating Build and Management of Code Repositories across Languages and Platforms
• MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning
• From Experience to Strategy: Empowering LLM Agents with Trainable Graph Memory

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