1
Every Repo Is a World Model
从git历史挖掘重复失败模式，跨仓库搜索让团队告别“修过又忘”。
Part 1 — Mining lifecycle patterns from git history ⚡ TLDR What: A CLI tool ( hermes-harness ) that mines git history for recurring failure/fix patter…
2
Automating cross-repo documentation with GitHub Agentic Workflows
GitHub推出智能工作流，轻松实现跨仓库文档自动化，让开发效率再升级。
Explore how the Aspire team turns merged product changes into SME-reviewed docs pull requests, closing the gap between release and documentation. The …
3
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?
最新研究：现有代码智能体能否应对单仓库之外的复杂任务？实验揭示其能力边界与挑战。
arXiv:2603.03194v2 Announce Type: replace Abstract: Current code-agent benchmarks primarily evaluate localized issue resolution within a single target…