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搜索：open-code-review

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阿里开源 Open Code Review：用「确定性工程 × Agent」重写 AI 代码评审的工程管线
阿里把内部跑了两年的 AI 代码评审助手开源为 open-code-review（当日涨星 2,724、★36,575、Apache-2.0）：确定性工程 + LLM Agent 混合管线，含六道文件闸门、语义分组、三层记忆压缩与评论定位。AACR-Bench 同模型下 F1 为通用 Agent 的 1.5–2 倍、token 约 1/9，代价是召回更低。附五个落地场景与可复现命令。
原创 开源项目 Agent 投稿 精选 · 9-19 阅读 91 · 访客 85
Anthropic Launches Claude Code Projects in Beta: Parallel Cloud Sessions That Keep Running After You Close Your Laptop
Anthropic redesigned Projects in Claude Code. The old project was a folder: some files plus one chat. The new one is a s…
智能体 MarkTechPost 9-18 阅读 27 · 访客 27
AWS Strands Agents Team Releases Strands Harness: An Open-Source Agent Harness With 28% Lower Token Cost at Comparable Accuracy
Many developers find that an agent idea works inside Claude Code or Codex, then struggles once they rebuild it with thei…
智能体 MarkTechPost 9-22 阅读 28 · 访客 28
Linkup Research Releases SPARSEUP: A 149M-Parameter Open-Source Sparse Embedding Model
Linkup Research has released SPARSEUP, an open-source sparse embedding model built on a 149M-parameter ModernBERT backbo…
开源项目 MarkTechPost 9-19 阅读 22 · 访客 21
Anthropic keeps pushing Claude Code toward autonomous coding with new parallel agent workflows
Anthropic has rebuilt Projects in Claude Code. A coordinator now splits tasks across parallel cloud threads that indepen…
智能体 The Decoder 9-18 阅读 29 · 访客 27
Best Open-Source Agent Harnesses for Local LLMs in 2026
Which open-source harness works with Ollama, LM Studio, or llama.cpp? 11 verified picks with licenses and setup rules. T…
智能体 MarkTechPost 9-18 阅读 16 · 访客 14
“Claude Code 之父”切尔尼谈 AI 编程：开发者核心职责是守住代码质量
IT之家 9 月 12 日消息，据《商业内幕》报道，随着 AI 彻底改变软件开发，Anthropic Claude Code 创作者鲍里斯 · 切尔尼认为，开发者真正需要守住的不是亲手写下每一行代码，而是代码质量本身。 当地时间 10 日，…
智能体 IT之家 9-12 阅读 20 · 访客 14
Aikido Security Releases Altar-1: An Open-Weight Security Model Pruned From GLM-5.3 to 328 GB
Aikido Security has released Altar-1, its first open-weight security model. It is a compressed version of Z.AI’s GLM-5.3…
行业动态 MarkTechPost 4天前 阅读 10 · 访客 10
CodeGraph: Open-Taxonomy Knowledge Graph for Source Code with Wikidata Grounding
Public software repositories, like GitHub and Software Heritage Archive, store billions of files, yet extracting their i…
开源项目 HuggingFace Daily Papers 5天前 阅读 0 · 访客 0
Nokia Open-Sources AnyJev: A Training-Free Layer That Turns Any Open LLM Into a Calibrated Decision Model
Nokia’s applied research team has open-sourced AnyJev, a Python library that turns an open LLM into a decision model. It…
开源项目 MarkTechPost 6天前 阅读 52 · 访客 51
Unity launches official plugins for Claude Code and OpenAI Codex to stop AI agents from using outdated tutorials
Unity has released official plugins for Claude Code and OpenAI's Codex. The article Unity launches official plugins for …
智能体 The Decoder 9-19 阅读 23 · 访客 21
Claude Code 宣布添加支持“AI 通用说明书”AGENTS.md
IT之家 9 月 19 日消息，Anthropic 公司 Claude Code 团队工程师萨里克 · 希希帕尔（Thariq Shihipar，网名 @trq212）在 X 平台发布推文， 宣布在今天（9 月 19 日）发布的 2.1.2…
智能体 IT之家 9-19 阅读 21 · 访客 21
Microsoft Open-Sources TauGrid: A Kubernetes-Native Stack for GPU AI Workloads
Microsoft's AKS engineering team open-sourced TauGrid on August 28, 2026, packaging the tau CLI, Kueue queueing, KubeRay…
开源项目 MarkTechPost 9-18 阅读 25 · 访客 25
AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing
We introduce AuK, an open-source foundational model that unifies speech generation and editing through a common interfac…
开源项目 HuggingFace Daily Papers 9-8 阅读 21 · 访客 13
Claude Code 发布：终端里的编程智能体
Anthropic 随 Claude 3.7 Sonnet 推出命令行编程智能体 Claude Code，可自主读写代码库、运行测试与提交修改，开启'终端 Agent'产品形态。
智能体 Anthropic 精选 · 2025-02-25 阅读 17 · 访客 13
Black Forest Labs Releases FLUX 3 Action: A 7B Open-Weights World Action Model That Tops RoboLab-120
Black Forest Labs (BFL), the lab behind the FLUX image models, has released FLUX 3 Action. It is a 7B open-weights World…
智能体 MarkTechPost 4天前 阅读 6 · 访客 6
Fastino Releases GLiNER2.5-Decide: A 340M Open-Weight Decision Model That Runs on CPU
Fastino Labs has released GLiNER2.5-Decide, a 340M-parameter open-weight decision model. It takes text and a schema of t…
行业动态 MarkTechPost 4天前 阅读 11 · 访客 11
Contrastive-LM Releases CLM-8B: An Open System One Model That Scores Agent Actions Up to 9× Faster Than Jev
Contrastive-LM has released CLM-8B, the first open model in a new class called Contrastive Language Models (CLMs). CLM d…
智能体 MarkTechPost 5天前 阅读 163 · 访客 47
Xiaomi's affordable flagship AI leads the open models, and Anthropic says Claude helped get it there
Sep 22, 2026 Xiaomi Key Points Xiaomi's new MiMo-V2.6-Pro model leads current rankings of open AI models while costing f…
大模型 The Decoder 9-22 阅读 11 · 访客 11
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself
Training capable coding agents via reinforcement learning (RL) requires diverse tasks with reliable verifiers. Open-sour…
智能体 HuggingFace Daily Papers 9-18 阅读 17 · 访客 16
Claude Code团队讲究啊，这都往外说
工程师的核心永远是Problem Solving。]
智能体 量子位 9-17 阅读 14 · 访客 12
Agent-net Open Sources Webagent: A Go Harness That Turns Any Website into a Guarded AI Agent
Agent-net, the team building an agent-to-agent marketplace where AI agents discover, trust, and pay each other, has rele…
智能体 MarkTechPost 9-15 阅读 15 · 访客 14
ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search
In this work, we present ZGCM-1, a fully open 7B dense foundation model trained from scratch with extreme data, system, …
智能体 HuggingFace Daily Papers 9-11 阅读 11 · 访客 10
RelateAnything: Real-Time Open-Vocabulary Relation Prediction From Any Inputs
Open-vocabulary detection accepts any class list at inference, and promptable segmentation returns regions without class…
行业动态 HuggingFace Daily Papers 9-11 阅读 12 · 访客 12
Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs
Code world models represent worlds as executable programs, but this representation alone does not determine how to const…
行业动态 HuggingFace Daily Papers 9-10 阅读 16 · 访客 9
Who’s liable when AI agents go rogue?
MIT Technology Review ExplainsRead more MIT Technology Review Explains*: Let our writers untangle the complex, messy wor…
智能体 MIT Technology Review 昨天 阅读 2 · 访客 2
ZooWork-ShopRanker: An Open, Preference-Aligned E-Commerce Reranker
Open rerankers trained for general web retrieval transfer imperfectly to e-commerce, where ranking decisions depend not …
行业动态 HuggingFace Daily Papers 4天前 阅读 0 · 访客 0
Black Forest Labs launches FLUX 3 Action, an open robotics AI model
Sep 24, 2026 Black Forest Labs is releasing FLUX 3 Action, an open AI model designed for robotics.** It builds on the mu…
智能体 The Decoder 4天前 阅读 33 · 访客 33
Ruby on Rails creator DHH says he's done writing code by hand
Sep 25, 2026 David Heinemeier Hansson, co-founder of Basecamp and creator of Ruby on Rails, has quit writing code by han…
行业动态 The Decoder 4天前 阅读 3 · 访客 3
Rufus-Air: An Open LLM Post-Training Recipe
Rufus-Air is an open and reproducible post-training recipe on GLM-4.5-Air-Base (106B-A12B), organized as a serial pipeli…
研究前沿 HuggingFace Daily Papers 5天前 阅读 4 · 访客 4
NVIDIA Releases Nemotron 3 Diarization: A 100M-Parameter Open-Weight Model That Tracks 8 Speakers in Real Time
NVIDIA has released Nemotron 3 Diarization, an open-weight speaker diarization model on Hugging Face. It answers one que…
行业动态 MarkTechPost 5天前 阅读 45 · 访客 45
NVIDIA Isaac ROS 5.0 Advances Agentic, Open Source Robotics Development
To build and deploy sophisticated robotics applications that can perceive, reason and act in dynamic environments, devel…
智能体 NVIDIA Blog 9-22 阅读 11 · 访客 11
Alibaba's open-weight Qwen-Image-2.1 claims to beat closed models in image generation with just 7 billion parameters
Alibaba's Qwen team has released Qwen-Image-2.1, an open-weight model that generates and edits images on powerful consum…
大模型 The Decoder 9-21 阅读 25 · 访客 25
4 ways to address the failures we found along the US border’s “virtual wall”
MIT Technology Review today published our investigation into how many people have died near the “virtual wall” of survei…
行业动态 MIT Technology Review 9-21 阅读 8 · 访客 8
RULER: Instance-aware Rubric Rewards for SVG Generation
Generating Scalable Vector Graphics (SVG) code from natural-language instructions is an open-ended task without absolute…
智能体 HuggingFace Daily Papers 9-21 阅读 8 · 访客 8
Could AI really kill us all? Your questions, answered.
On Wednesday, MIT Technology Review hosted a live Roundtables event for subscribers that asked the question everyone’s a…
行业动态 MIT Technology Review 9-18 阅读 8 · 访客 8
刚刚，Claude Code大重构！内部3万Agent管理技术免费开放
Git白学了？？？]
智能体 量子位 9-18 阅读 40 · 访客 40
APort Vault: Benchmarking AI Agent Payment Authorization with the Open Agent Passport
APort Vault is a benchmark for payment authorization in tool-using AI agents. It replays 4,371 attacks written by humans…
智能体 HuggingFace Daily Papers 9-18 阅读 11 · 访客 10
网易有道周枫：AI能力竞争，正在进入「Model + Agent + Workflow」时代，网易有道AI Open Day展示AI时代“有道解法”
9月16日，网易有道「NEXT，AGENT｜有道AI Open Day」在北京举办。]
智能体 量子位 9-17 阅读 22 · 访客 21
ActReview: Rebuttal-Guided Training Data and Rubric Rewards for Actionable Peer Review Generation
As LLMs are increasingly used for pre-submission self-review, there is growing demand for feedback that not only identif…
大模型 HuggingFace Daily Papers 9-8 阅读 10 · 访客 9
Diffs vs. Whole Files: An Empirical Comparison of Iterative Edit-Based and Direct Generation for Flutter/Dart Code Models
Large language models used for code editing can be trained and deployed in at least two output regimes: direct generatio…
行业动态 HuggingFace Daily Papers 9-5 阅读 14 · 访客 11
When Models Edit Too Much: On the Fidelity of Minimal Code Edits
Large language models (LLMs) are increasingly used to edit existing code, but correctness alone is not enough: useful re…
大模型 HuggingFace Daily Papers 9-3 阅读 16 · 访客 15
NVIDIA发布Open Agent Safety平台：OpenShell沙箱运行时配合BlueField-4上的Sentry带外监控，毫秒级隔离失控智能体
NVIDIA联合超过100家行业伙伴推出开放的AI智能体安全平台，核心理念是安全控制不应运行在被控制的智能体内部：OpenShell作为Apache 2.0开源安全运行时可部署于Linux和macOS（Apple Silicon），Sentry则作为BlueField-4 DPU上的带外看门狗实现毫秒级隔离。
行业动态 MarkTechPost 今天 阅读 6 · 访客 5
When can we say AI made a scientific discovery?
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox fir…
行业动态 MIT Technology Review 今天 阅读 0 · 访客 0
The Download: rogue agent liability and the AI Hype Index
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
智能体 MIT Technology Review 昨天 阅读 0 · 访客 0
Paperclip（paperclipai/paperclip）：把一群 AI 智能体管成一家「公司」的控制平面
paperclipai 开源的智能体编排控制平面 Paperclip（当日涨星 +2,589、★87,097、MIT）：把 Claude Code、Codex、Cursor 等 agent 变成有职位、汇报线、预算与审批的「公司员工」。拆解心跳执行模型、单指派原子 checkout、MCP 工具网关与任务看门狗，附五个落地场景与可复现命令。
原创 开源项目 Agent 投稿 精选 · 2天前 阅读 31 · 访客 28
InternW0-Δ: A World Action Model Bridging Predictive Dynamics and Actions with 20K+ Hours of Open Data
World Action Models (WAMs) jointly model visual dynamics and action generation for generalist robot manipulation. A cent…
智能体 HuggingFace Daily Papers 4天前 阅读 0 · 访客 0
Don’t be fooled by this summer of AI hype
It’s been a busy few months for AI hype. At the end of April, Anthropic claimed that its model Claude Mythos is better a…
大模型 MIT Technology Review 9-22 阅读 13 · 访客 13
Ponytail 深度解析：120 行 Markdown 让 AI 编程智能体「少写代码」，14 万星背后的 7 级阶梯与三次基准对撞
拆解 GitHub 14.4 万星开源技能 Ponytail（MIT，2026-06-12 创建）：7 级决策阶梯、lite/full/ultra 三档强度、跨 20+ 编程智能体宿主的适配工程，以及官方 agentic 基准（−54% 代码 / 100% 安全）与 JetBrains 80 组配对实测（−15.4% 代码 / −10.3% 成本，p=0.004）的三次基准对撞；附设计系统、小模型、指令层三大边界与 6 条落地清单。
原创 开源项目 Ponytail 官方仓库/基准 + 社区独立评测（原创整合） 精选 · 9-22 阅读 52 · 访客 49
The Download: AI’s extinction risk and bioweapons threat
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the wor…
行业动态 MIT Technology Review 9-18 阅读 9 · 访客 9