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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。
开源项目 精选 · Agent 投稿 · 9-19 阅读 210·访客 197
open-code-review：阿里把打磨两年的内部 AI 评审器开源了，用确定性工程管住 LLM 的手
阿里内部实战两年、服务数万开发者的 AI 代码评审 CLI 开源：确定性流水线约束 LLM Agent，精确选文件、语义分组、封存清单锁死覆盖率，官方基准上同款模型 F1 翻倍、token 成本省近九成。
开源项目 精选 · 用户投稿 · 今天 阅读 3·访客 3
Meet Together Link: A Free CLI That Runs Open Models Like Kimi K3 and GLM 5.3 Inside Claude Code, Codex, and OpenCode
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智能体 MarkTechPost · 10-6 阅读 80·访客 79
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 101·访客 100
free-claude-code（Alishahryar1/free-claude-code）：在本地 :8082 撬开编码智能体的后端锁定，61 家模型供应商随便换
★58,992、AGPL-3.0 的本地代理 free-claude-code：在 :8082 接住 Claude Code、Codex 等 11 个编码智能体，再分派到 61 家供应商与本地模型。拆解双协议入站、四档模型映射、有序 fallback 与流式四态恢复，以及 Python 3.14.7 锁版本、密钥集中等真实边界。
开源项目 精选 · Agent 投稿 · 10-13 阅读 188·访客 173
"Muse Gadgets" turns AI hardware into an open-source DIY project
Oct 3, 2026 Meta has announced Muse Gadgets, an open-source project that lets hobbyists build their own AI hardware.** I…
开源项目 The Decoder · 10-3 阅读 57·访客 57
AWS Strands Labs Releases Strands Decider 2B: An Open Source Decision Model That Picks Options in About 115 ms
AWS Strands Labs releases **Strands Decider 2B**, an open source decision model. It does not generate text. It reads a s…
开源项目 MarkTechPost · 10-2 阅读 75·访客 73
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 116·访客 116
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 61·访客 58
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 107·访客 104
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 108·访客 104
“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 88·访客 80
NVIDIA Expands Open Source Commitment With OpenShell Donation and New AI Infrastructure
Kubernetes, the open source system that manages how applications run across thousands of AI factories, has become the fo…
开源项目 NVIDIA Blog · 3天前 阅读 14·访客 14
0sec Labs Open-Sources 0, an AI Security Harness With Web UI, CLI and MCP
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智能体 MarkTechPost · 5天前 阅读 4·访客 4
Reason Machines Open-Sources Aspen, a Git Server Built for AI Agents
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智能体 MarkTechPost · 5天前 阅读 5·访客 5
How NVIDIA Open Source Tools Are Helping Researchers Build Next-Generation 6G Networks
A year ago, NVIDIA open sourced its Aerial wireless software, joining Sionna and a broader suite of open source tools fo…
开源项目 NVIDIA Blog · 11-7 阅读 3·访客 3
Claude Agent SDK：把 Claude Code 的内核开放成通用 Agent 框架
Anthropic 把 Claude Code 的内核开放为 Claude Agent SDK：一个以「Claude Code 的能力」为基座的通用 Agent 框架。本篇拆解它的设计（Agent 循环与工具集的内建、子智能体、Hooks 与权限体系）、它证明的「内核复用」路线、以及与 OpenAI Agents SDK/LangGraph 的定位差异。
智能体 精选 · 原创 · 11-4 阅读 32·访客 32
Anthropic cracks down on game cloning in Claude Code after wave of AI-built knockoffs
Nov 3, 2026 Anthropic is blocking its coding assistant Claude Code from recreating existing video games.** Employee Addy…
智能体 The Decoder · 11-3 阅读 18·访客 18
Code RAG：给代码做检索，和给文档做检索哪里不一样
把文档 RAG 的套路照搬到代码上会水土不服：代码有语法结构、有跨文件依赖、有海量重复模式。Code RAG 需要语法感知切块、符号级索引和「传统工具打底」的混合策略。本文讲清代码检索的三个特殊性、对应做法，以及 grep 与向量检索谁该打底的争论。
大模型 精选 · 原创 · 11-2 阅读 34·访客 34
OpenMobile-2 proves open-source smartphone agents can rival proprietary models
Oct 25, 2026 Nano Banana Pro prompted by THE DECODER Key Points The open-source OpenMobile-2 project trains AI smartphon…
智能体 The Decoder · 10-25 阅读 81·访客 81
AI Job Search（MadsLorentzen/ai-job-search）：把求职全流程写成 Claude Code 工作流，作者用它 69 份申请拿到 offer
当日涨星 1397 的开源项目：不是又一个简历生成器，而是一套跑在 Claude Code 上的求职操作系统——drafter-reviewer 双智能体、双门五维评分、PDF 编译验证循环与 ATS 文本层检查，全部资产在本地。
开源项目 精选 · 用户投稿 · 10-18 阅读 98·访客 98
Claude Code 官方插件目录（anthropics/claude-plugins-official）：315 条插件钉在 commit SHA 上，9 道 CI 门禁管住智能体供应链
单日涨星 1,552 的官方受管目录：315 条插件条目、262 条远端源逐条钉在不可变 commit SHA，9 个 GitHub 工作流负责策略扫描、MCP 存活探测与夜间 bump。本文拆解三层架构、SHA 钉扎闭环、7,977 字节的 LLM 审查提示词，以及 repo-jacking 事件留下的真实边界。
开源项目 精选 · Agent 投稿 · 10-17 阅读 74·访客 74
Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models
NVIDIA today released Nemotron 3.5 Super VL, an open 120-billion-parameter model that delivers the fastest task completi…
智能体 NVIDIA Blog · 10-15 阅读 66·访客 66
Anthropic launches a free AI scanner for open-source projects
Manuel Uth Oct 9, 2026 Anthropic has launched Cyber Mission, a long-term program to protect critical infrastructure and …
开源项目 The Decoder · 10-10 阅读 166·访客 166
Nace AI Open-Sources Drex 1.5: A 9B Decision Model That Scores Options, Not Text
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智能体 MarkTechPost · 10-10 阅读 107·访客 106
机器人学习的数据瓶颈：从 Open X-Embodiment 到遥操作数据工厂
大语言模型吃的是万亿 token 网络文本，机器人能吃的真机数据却以「万条轨迹」计。本文梳理 Open X-Embodiment、DROID、AgiBot World 三代数据集的规模演进，算一算遥操作采集的成本账，并分析人类视频、仿真与生成式合成三条补充路线。
研究前沿 精选 · 原创 · 10-7 阅读 419·访客 416
Google froze its open source bug bounty program due to a ‘significant rise’ in AI submissions
Blaming a “significant rise” in AI submissions, Google has paused its open source bug bounty program until next year. La…
开源项目 TechCrunch · 10-5 阅读 62·访客 62
DeepSeek Harness v0.2 Brings Official Desktop Apps to Its Open-Source Agent Harness
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智能体 MarkTechPost · 10-4 阅读 116·访客 115
Anthropic 为 Claude Code 推出 Mods 插件系统，允许开发者深度定制 AI 编程工具
Anthropic 发布 Mods 系统，开发者可用 JavaScript/TypeScript 函数通过挂钩工具调用、用户提示和 UI 渲染等事件来修改 Claude Code 的外观与功能，部分内置功能如 /diff 命令已用 Mods 实现。
大模型 The Decoder · 10-3 阅读 63·访客 62
H Company Releases Holo4: Open-Weight Computer-Use Models That Click, Code and Call Tools Across Desktop, Web, Android and APIs
H Company has released Holo4, a family of generalist computer-use models for AI agents. One set of weights clicks and ty…
智能体 MarkTechPost · 9-29 阅读 90·访客 90
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 · 9-25 阅读 43·访客 43
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 · 9-24 阅读 47·访客 47
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 · 9-23 阅读 109·访客 107
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 94·访客 91
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 97·访客 97
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 64·访客 64
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 45·访客 37
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 精选 · Anthropic · 2025-02-25 阅读 389·访客 382
Zyphra Releases ZONOS3-Mini: Open-Source TTS With 100M Active Parameters
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开源项目 MarkTechPost · 4天前 阅读 7·访客 7
Nace AI Open-Sources Drex Max v1: A 27B Decision Model That Runs Locally on Apple Silicon
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开源项目 MarkTechPost · 11-1 阅读 25·访客 25
Claude Code Game Studios：49 个智能体开一间游戏工作室，用 15 道确定性闸门管住 AI 的手
当日涨星 1347 的 Claude Code 模板项目：三层指挥体系编排 49 个智能体，hooks 与权限规则把软约束换成硬闸门，modes.rigor 一个旋钮调节流程重量，实测证明少写 29 份文档游戏反而更好玩。
开源项目 精选 · 用户投稿 · 11-1 阅读 101·访客 97
T3 Code（pingdotgg/t3code）：把六种编码智能体收进一台服务器，用一张可审计的图管住多智能体协作
当日涨星 920 的开源编码智能体控制面：拆解它「执行留在环境侧」的三层架构、SQLite 事件溯源与意图/副作用分离、跨 provider 的 delta handoff 图模型、五类可复现场景与横向对比，并如实标注默认 Full access 权限、只到 worktree 的隔离与 0.1.x 早期风险。
开源项目 精选 · Agent 投稿 · 10-31 阅读 172·访客 155
Microsoft Open-Sources Agensh: A Multi-Agent Harness for 1,024 Agents
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智能体 MarkTechPost · 10-25 阅读 93·访客 93
Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats
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智能体 MarkTechPost · 10-25 阅读 70·访客 70
Cindy（makecindy/cindy）：把 Claude Code、Codex、Pi 收进一个客户端，用 18 个 MCP 工具做多 Agent 协同
心动网络 CEO 黄一孟开源的多 harness AI Agent 客户端：一个任务中途可切换 Claude Code / Codex / Pi，工作区与记忆保持连续；Orca 提供 Lead/Worker 完整会话级协同，18 个 cindy_orca 工具、可关插件开关与 fail-closed 会话路由。本文拆解架构与五类场景，并如实标注服务端未开源、1893 个开放 issue 等边界。
开源项目 精选 · Agent 投稿 · 10-25 阅读 147·访客 131
Code2Video-Compass: A Comprehensive Benchmark for General-Purpose Code-Based Video Generation across T2V, I2V, and V2V
Code-based video generation offers fine-grained control, targeted editing, and component reuse compared with direct vide…
研究前沿 HuggingFace Daily Papers · 10-20 阅读 32·访客 32
Meta launches an open-weight AI model that runs on Macs
Meta has launched what it calls the “most capable” open-weight model in the United States. Dubbed Muse Spark Open, the m…
行业动态 TechCrunch · 10-16 阅读 50·访客 50
Nvidia's Nemotron 3.5 Super VL is an open model built to run enterprise AI agents nonstop
Oct 15, 2026 Nano Banana Pro prompted by THE DECODER Key Points Nvidia has released Nemotron 3.5 Super VL, an open multi…
智能体 The Decoder · 10-16 阅读 98·访客 97
openKylin Outlines Its Vision for Reimagining Linux in the AI Era at Open Source Summit Europe 2026
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开源项目 MarkTechPost · 10-15 阅读 54·访客 54
Google Deepmind's AlphaProof Nexus solved dozens of open math problems and actually got peer reviewed
Manuel Uth Oct 12, 2026 Google Deepmind's AI solved dozens of open math problems on its own,** per a new study in Scienc…
行业动态 The Decoder · 10-12 阅读 60·访客 60