Coding Agent 最烦的一件事:同一个项目换个任务,又得重新 grep、读文件、追依赖。
This is a dev post classified by Jev as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
Coding Agent 最烦的一件事:同一个项目换个任务,又得重新 grep、读文件、追依赖。 Graft 想解决的就是这个问题。 它会先把整个代码库整理成一套可读的上下文图谱,用 linked Markdown 文件保存。之后 Claude Code、Cursor、Codex、Gemini 等 Agent 可以直接读取这些上下文,不用每次从零理解项目。 官方 Benchmark 给出的数据也挺有意思: ① Token 消耗降低 42% ② 工具调用减少 46% ③ 延迟降低 60% ④ SWE-bench Verified 从 54% 提升到 66% 本地运行,基于 tree-sitter,不做遥测,还支持 MCP 和自动同步。 安装也很简单: npm install -g @nanonets/graft graft init 🔗 https://github.com/NanoNets/Graft
Posted by lumxss (24.8k followers) 53 min ago · 10 likes · 599 views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: graft.
More dev work like this
- Making game development more AI-powered. — @alibaba_cloud
- Claude Opus 5.5 is now officially available in OpenDesign. — @OpenDesignHQ
- Xiaomi MiMo-V2.6 is now open—a native multimodal agent family built for large-scale… — @ModelScope2022
- http://heyaskr.ai v1.37 — @heyaskr
- 😱无敌了!Opus 5.5 自己写了一套卡通剪辑软件,然后钻进去剪完了! — @NFT_Chen
- Hermes Wingtips #81: `unauthorized_dm_behavior` — @witcheer
- 🎉 1,000 datasets have now been recorded with LeLab! — @LeRobotHF
- 💥哇塞!让 Jev 轻松拿捏你的长程任务!它独自接管太爽了! — @NFT_Chen
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 22.3k posts from 5k X accounts over the last 21 days, 2.6k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-23 09:18 UTC. Full method.