Confucius Code Agent: Scalable Agent Scaffolding for Real-World Codebases

Real-world software engineering tasks require coding agents that can operate on massive repositories, sustain long-horizon sessions, and reliably coordinate complex toolchains at test time. Existing research-grade coding...

Ethan Shaw
· 1 min read
Confucius Code Agent: Scalable Agent Scaffolding for Real-World Codebases

Confucius Code Agent: Scalable Agent Scaffolding for Real-World Codebases

Original article: https://arxiv.org/abs/2512.10398v6

Real-world software engineering tasks require coding agents that can operate on massive repositories, sustain long-horizon sessions, and reliably coordinate complex toolchains at test time. Existing research-grade coding...

Confucius Code Agent: Scalable Agent Scaffolding for Real-World Codebases

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