1
Show HN: Askance, a human-in-the-loop GUI for agentic coding
为代理编程引入人工监督的图形界面，让AI编码更可控，适合追求安全高效开发的团队。
Article URL: https://github.com/tobico/askance Comments URL: https://news.ycombinator.com/item?id=49266555 Points: 1 # Comments: 0
2
Agentic Coding in the Wild: Characterizing GitHub Copilot Traces at Production Scale
真实生产环境中的GitHub Copilot海量轨迹分析，揭示Agentic Coding的实际行为模式。
arXiv:2608.00101v1 Announce Type: new Abstract: AI coding agents like GitHub Copilot, Claude Code, and Codex interleave multi-step LLM inference with …
3
Yes, you can now order DoorDash from the command line
开发者福音！从此能在终端里点外卖，DoorDash CLI 开启“代理式电商”新时代
DoorDash is opening a limited beta of dd-cli, a command-line tool that lets developers and AI agents search stores, build carts, and place orders from…
4
美团万亿参数大模型 LongCat-2.0 开源，同步开放国产卡推理代码
万亿参数大模型LongCat-2.0开源，专注Agentic Coding还送国产卡推理代码，多精度版本把部署门槛直接拉低。
IT之家 7 月 6 日消息，今天，美团将万亿参数大模型 LongCat-2.0 正式开源。 据介绍，LongCat-2.0 总参数 1.6T，平均激活约 48B，为真实的 Agentic Coding 任务而生，架构上创新性引入 LongCat 稀疏注意力和 N-gram Embedding，提升…
5
Ornith-1.0: Self-Scaffolding LLMs for Agentic Coding
看 Ornith-1.0 用“自脚手架”思路玩转智能体编码，底层可选 Apache 2.0 的 Gemma 4，许可省心又开源友好。
Ornith-1.0: Self-Scaffolding LLMs for Agentic Coding This is an interesting new open weights (MIT licensed) model, the first model release from DeepRe…
6
Running local models is good now
本地模型性能跃升：M2 Mac实测达到前沿模型75%效果，低成本也能玩转Agentic Coding
Article URL: https://vickiboykis.com/2026/06/15/running-local-models-is-good-now/ Comments URL: https://news.ycombinator.com/item?id=48555993 Points: …
7
Ask HN: How do you get into a flow state when using AI to code?
当AI编程助手打断深度工作，开发者如何在Claude等慢代理时代重拾心流状态？HN热帖分享实战策略。
Before agentic coding, I always prided myself on how long I could work in a flow state. I was really good at working deeply. Now, with slow agents lik…
8
GPT-5.6首批实测来了！精准狙击Mythos
GPT-5.6实测在agentic coding基准上击败Mythos，与Fable 5、Gemini 3.5 Pro上演御三家"生死时速"。
本月发布！
9
Spatial IDE's for agentic coding workflows
空间IDE正受关注，本文汇集了多个开源项目，展现画布式编码工作流新范式。
Seeing spatial IDE's (where terminals and files are displayed on a canvas instead of a regular dock like vscode) more often right now on HN and Reddit…
10
Runtime-Structured Task Decomposition for Agentic Coding Systems
LLM驱动的编码系统常因单体提示而脆弱难调试，这篇论文提出运行时结构化任务分解，让失败诊断与重试更高效。
arXiv:2605.15425v1 Announce Type: cross Abstract: Agentic coding systems increasingly use large language models (LLMs) for software engineering tasks …