{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-08-11T09:21:12.743Z","headline":"Meta 发布 Muse Code，面向大型代码库的终端 AI 智能体","description":"Meta 本周发布终端编码智能体 Muse Code（测试版），可完成跨大型代码库的\"完整软件工程任务\"，包括规划变更、编写代码和验证结果。该工具由 Meta 此前发布的编码模型 Muse Spark 驱动，能派生子智能体在隔离工作树中并行处理任务。Meta 此举意在更低价地与 OpenAI Codex 和 Anthropic Claude Code 竞争。","url":"https://www.aioga.com/news/cmsgm0rwi09iqro5q4fykyrxl/","mainEntityOfPage":"https://www.aioga.com/news/cmsgm0rwi09iqro5q4fykyrxl/","datePublished":"2026-08-05T21:21:28.000Z","dateModified":"2026-08-05T21:21:28.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://techcrunch.com/2026/08/05/meta-launches-muse-code-an-ai-agent-for-large-code-bases","https://aihot.virxact.com/items/cmsgm0rwi09iqro5q4fykyrxl"],"canonicalUrl":"https://www.aioga.com/news/cmsgm0rwi09iqro5q4fykyrxl/","directAnswer":{"@type":"Answer","text":"Meta 发布测试版终端编码智能体 Muse Code，面向大型代码库执行完整软件工程任务，覆盖变更规划、代码编写与结果验证。该工具由 Muse Spark 驱动，并可通过隔离工作树并行调度子智能体。","url":"https://www.aioga.com/news/cmsgm0rwi09iqro5q4fykyrxl/","dateCreated":"2026-08-05T21:21:28.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"TechCrunch source article","url":"https://techcrunch.com/2026/08/05/meta-launches-muse-code-an-ai-agent-for-large-code-bases","datePublished":"2026-08-05T21:21:28.000Z","provider":{"@type":"Organization","name":"TechCrunch","url":"https://techcrunch.com/2026/08/05/meta-launches-muse-code-an-ai-agent-for-large-code-bases"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmsgm0rwi09iqro5q4fykyrxl","datePublished":"2026-08-05T21:21:28.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmsgm0rwi09iqro5q4fykyrxl"}}],"aggregationSource":"TechCrunch：AI（RSS）","originalPublisher":{"name":"TechCrunch","url":"https://techcrunch.com/2026/08/05/meta-launches-muse-code-an-ai-agent-for-large-code-bases"},"geoDeepAnswer":null,"article":{"id":"cmsgm0rwi09iqro5q4fykyrxl","slug":"cmsgm0rwi09iqro5q4fykyrxl","url":"https://www.aioga.com/news/cmsgm0rwi09iqro5q4fykyrxl/","title":"Meta 发布 Muse Code，面向大型代码库的终端 AI 智能体","title_en":"Meta launches Muse Code， an AI agent for large code bases","summary":"Meta 本周发布终端编码智能体 Muse Code（测试版），可完成跨大型代码库的\"完整软件工程任务\"，包括规划变更、编写代码和验证结果。该工具由 Meta 此前发布的编码模型 Muse Spark 驱动，能派生子智能体在隔离工作树中并行处理任务。Meta 此举意在更低价地与 OpenAI Codex 和 Anthropic Claude Code 竞争。","source":"TechCrunch：AI（RSS）","sourceUrl":"https://techcrunch.com/2026/08/05/meta-launches-muse-code-an-ai-agent-for-large-code-bases","aiHotUrl":"https://aihot.virxact.com/items/cmsgm0rwi09iqro5q4fykyrxl","publishedAt":"2026-08-05T21:21:28.000Z","category":"产品更新","score":64,"selected":false,"articleBody":["Meta, considered a bit of a straggler in the AI harnesses realm, is making strides to catch up. This week, the company released a new terminal coding agent aimed at programmers looking for assistance with complex tasks across large software code bases.","Muse Code, which is currently available in beta, can accomplish “complete software engineering tasks across large repos,” Meta CEO Mark Zuckerberg said in a social media：https://x.com/finkd/status/2085080750034940201?s=20 post on Wednesday. Those tasks include “planning changes, writing code, validating the results,” he added.","Code, which can be installed with a single command, is powered by Meta’s previously released coding model, Muse Spark. It handles large projects by launching its own agents, which then work simultaneously.","“When a job is big enough, it fans out to separate sub-agents working in parallel in isolated worktrees,” Zuckerberg explained. “Your working copy is never touched. In testing we had it build six features for a game simultaneously with no collisions.”","The move attempts to position Meta more competitively, and more affordably, with AI lab peers like OpenAI and its coding agent Codex, and Anthropic with Claude Code.","“We think that for a lot of workflows and a lot of use cases, this can be an incredibly good option, especially from a cost perspective,” Alexandr Wang, Meta’s AI chief who leads Meta Superintelligence Labs, told：https://www.wsj.com/tech/ai/meta-releases-coding-agent-to-compete-with-openai-and-anthropic-af87b517?mod=e2twd the Wall Street Journal.","Meta has been attempting to grow its AI presence by pouring money：https://www.reuters.com/business/meta-narrows-annual-capex-forecast-ai-buildout-grows-2026-07-29/ into development. In June, it expanded beyond its core focus of using AI to support its advertising business and entered the enterprise AI market：https://www.reuters.com/business/meta-launches-enterprise-focused-ai-business-agent-automate-daily-operations-2026-06-03/ with an agent aimed at customer service and support.","Scale faster. Grow your portfolio. Gain practical expertise. No matter your goal, Disrupt can empower you. Save up to $330 toda y!","Every weekday and Sunday, you can get the best of TechCrunch’s coverage.","TechCrunch Mobility is your destination for transportation news and insight.","Startups are the core of TechCrunch, so get our best coverage delivered weekly.","Provides movers and shakers with the info they need to start their day."],"articleImages":[{"sourceUrl":"https://techcrunch.com/wp-content/uploads/2025/04/Disrupt2026-Color.png","alt":"Event Logo","afterParagraph":6,"url":"/media/articles/cmsgm0rwi09iqro5q4fykyrxl/d1d06f6f97361f52.webp"}],"mediaStatus":"ok","articleBodyZh":["在人工智能应用领域被认为有点落后的Meta，正在努力追赶。 本周，该公司发布了一款新的终端编码代理，旨在为希望在大型软件代码库中处理复杂任务的程序员提供帮助。","目前处于测试阶段的Muse Code能够“完成大型代码库的完整软件工程任务”，Meta首席执行官马克·扎克伯格在周三的一篇社交媒体：https://x.com/finkd/status/2085080750034940201?s=20 帖子中表示。 他补充说，这些任务包括“规划变更、编写代码、验证结果”。","Code可以通过一个命令安装，其背后驱动的是Meta此前发布的编码模型Muse Spark。 它通过启动自己的代理来处理大型项目，这些代理随后会同时工作。","“当任务足够大时，它会展开成在隔离的工作树中并行工作的子代理，”扎克伯格解释道。 “你的工作副本永远不会被触碰。在测试中，我们让它同时为一个游戏构建六个功能，而没有发生冲突。”","此举旨在使Meta在AI实验室同行中更具竞争力，同时成本更低，例如OpenAI及其编码代理Codex，以及Anthropic的Claude Code。","Meta负责人工智能的主管、领导Meta超智能实验室的Alexandr Wang在接受：https://www.wsj.com/tech/ai/meta-releases-coding-agent-to-compete-with-openai-and-anthropic-af87b517?mod=e2twd 《华尔街日报》采访时表示：“我们认为，对于很多工作流程和用例来说，这可能是一个非常不错的选择，尤其是从成本角度来看。”","Meta一直试图通过投入资金：https://www.reuters.com/business/meta-narrows-annual-capex-forecast-ai-buildout-grows-2026-07-29/ 来扩大其人工智能领域的存在。 今年6月，它超越了以使用AI支持广告业务为核心的重点，进入企业AI市场：https://www.reuters.com/business/meta-launches-enterprise-focused-ai-business-agent-automate-daily-operations-2026-06-03/，推出了一款面向客户服务和支持的代理。","加速规模。扩大投资组合。获得实用经验。无论你的目标是什么，Disrupt都可以帮助你。今天最多可节省330美元！","每个工作日和星期天，你都可以获取TechCrunch的最佳报道。","TechCrunch Mobility 是您获取交通新闻和见解的目的地。","初创公司是 TechCrunch 的核心，因此每周获取我们最精彩的报道。","为关键人物提供他们开始一天所需的信息。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Meta 发布测试版终端编码智能体 Muse Code，面向大型代码库执行完整软件工程任务，覆盖变更规划、代码编写与结果验证。该工具由 Muse Spark 驱动，并可通过隔离工作树并行调度子智能体。","background":"Muse Code 以终端工具形式提供，可通过单条命令安装。Meta 表示，面对规模较大的任务，系统会启动多个子智能体并行工作，且在测试中曾同时构建游戏的六项功能而未发生冲突。","viewpoint":"Aioga 判断，Muse Code 的核心看点不只是编码生成，而是把规划、实现、验证和并行协作组合进同一工作流。其测试版状态与公开材料中的测试描述，意味着实际稳定性和适用范围仍需观察。","implications":"值得关注的是，Meta 正尝试以价格因素强化其在编码智能体市场的竞争位置，直接面对 OpenAI Codex 与 Anthropic Claude Code。隔离工作树设计可能降低并行修改之间的碰撞风险，但材料未说明具体成本或效果。","nextStep":"后续应重点观察 Muse Code 的正式可用范围、定价、支持的代码库规模，以及规划和验证能力在真实大型项目中的表现。使用者还应核验其并行子智能体是否持续保持工作副本隔离，并评估测试版带来的工程风险。","evidenceRefs":["title","summary","articleBody","source"],"status":"published","aiGenerated":true,"autoApproved":true,"generatedBy":"aioga-editorial:gpt-5.6-sol","reviewedBy":"aioga-editorial-review:gpt-5.6-sol","generatedAt":"2026-08-06T00:31:57.350Z","sourceHash":"7ec80d6816fbb916","review":{"approved":true,"groundedness":95,"clarity":92,"duplicationRisk":22,"blockingIssues":[],"notes":["“实际稳定性和适用范围仍需观察”“可能降低并行修改之间的碰撞风险”属于基于测试版状态和隔离工作树设计作出的审慎判断，已使用限制性措辞，未冒充已证实事实。","“直接面对 OpenAI Codex 与 Anthropic Claude Code”基本符合来源中的竞争定位；若需更严格贴近原文，可改为“与 OpenAI Codex 和 Anthropic Claude Code 竞争”。"]},"validation":{"passed":true,"mode":"ai-auto","revisions":0,"checks":["schema","length","source-attribution","low-source-overlap","no-html","independent-ai-review"]}},"tags":["产品更新","TechCrunch：AI（RSS）"],"translations":{"zh-CN":{"title":"Meta 发布 Muse Code，面向大型代码库的终端 AI 智能体","summary":"Meta 本周发布终端编码智能体 Muse Code（测试版），可完成跨大型代码库的\"完整软件工程任务\"，包括规划变更、编写代码和验证结果。该工具由 Meta 此前发布的编码模型 Muse Spark 驱动，能派生子智能体在隔离工作树中并行处理任务。Meta 此举意在更低价地与 OpenAI Codex 和 Anthropic Claude Code 竞争。","category":"产品更新","source":"TechCrunch","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta 发布 Muse Code，面向大型代码库的终端 AI 智能体 - Aioga AI资讯","description":"Meta 本周发布终端编码智能体 Muse Code（测试版），可完成跨大型代码库的\"完整软件工程任务\"，包括规划变更、编写代码和验证结果。该工具由 Meta 此前发布的编码模型 Muse Spark 驱动，能派生子智能体在隔离工作树中并行处理任务。Meta 此举意在更低价地与 OpenAI Codex 和 Anthropic Claude Code 竞争。","url":"https://www.aioga.com/news/cmsgm0rwi09iqro5q4fykyrxl/","articleBody":["在人工智能应用领域被认为有点落后的Meta，正在努力追赶。 本周，该公司发布了一款新的终端编码代理，旨在为希望在大型软件代码库中处理复杂任务的程序员提供帮助。","目前处于测试阶段的Muse Code能够“完成大型代码库的完整软件工程任务”，Meta首席执行官马克·扎克伯格在周三的一篇社交媒体：https://x.com/finkd/status/2085080750034940201?s=20 帖子中表示。 他补充说，这些任务包括“规划变更、编写代码、验证结果”。","Code可以通过一个命令安装，其背后驱动的是Meta此前发布的编码模型Muse Spark。 它通过启动自己的代理来处理大型项目，这些代理随后会同时工作。","“当任务足够大时，它会展开成在隔离的工作树中并行工作的子代理，”扎克伯格解释道。 “你的工作副本永远不会被触碰。在测试中，我们让它同时为一个游戏构建六个功能，而没有发生冲突。”","此举旨在使Meta在AI实验室同行中更具竞争力，同时成本更低，例如OpenAI及其编码代理Codex，以及Anthropic的Claude Code。","Meta负责人工智能的主管、领导Meta超智能实验室的Alexandr Wang在接受：https://www.wsj.com/tech/ai/meta-releases-coding-agent-to-compete-with-openai-and-anthropic-af87b517?mod=e2twd 《华尔街日报》采访时表示：“我们认为，对于很多工作流程和用例来说，这可能是一个非常不错的选择，尤其是从成本角度来看。”","Meta一直试图通过投入资金：https://www.reuters.com/business/meta-narrows-annual-capex-forecast-ai-buildout-grows-2026-07-29/ 来扩大其人工智能领域的存在。 今年6月，它超越了以使用AI支持广告业务为核心的重点，进入企业AI市场：https://www.reuters.com/business/meta-launches-enterprise-focused-ai-business-agent-automate-daily-operations-2026-06-03/，推出了一款面向客户服务和支持的代理。","加速规模。扩大投资组合。获得实用经验。无论你的目标是什么，Disrupt都可以帮助你。今天最多可节省330美元！","每个工作日和星期天，你都可以获取TechCrunch的最佳报道。","TechCrunch Mobility 是您获取交通新闻和见解的目的地。","初创公司是 TechCrunch 的核心，因此每周获取我们最精彩的报道。","为关键人物提供他们开始一天所需的信息。"]},"en":{"title":"Meta launches Muse Code, an end-terminal AI agent for large codebases","summary":"Meta released the Muse Code (beta) coding agent this week, which can complete \"full software engineering tasks\" across large codebases, including planning changes, writing code, and verifying results. The tool is powered by Meta's previously released coding model Muse Spark and can spawn sub-agents to handle tasks in parallel within isolated work trees. Meta's move aims to compete with OpenAI Codex and Anthropic Claude Code at a lower cost.","category":"Products","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta launches Muse Code, an end-terminal AI agent for large codebases - Aioga AI News","description":"Meta released the Muse Code (beta) coding agent this week, which can complete \"full software engineering tasks\" across large codebases, including planning changes, writing code, an...","url":"https://www.aioga.com/en/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:02:22.706Z"},"ja":{"title":"Meta、Muse Codeを公開、大規模コードベース向けのエンドポイントAIエージェント","summary":"Metaは今週、端末用コーディングエージェントMuse Code（ベータ版）を公開しました。これは、大規模なコードベースにまたがる\"完全なソフトウェアエンジニアリングタスク\"を完了でき、変更の計画、コードの作成、結果の検証を含みます。このツールは、Metaが以前に公開したコーディングモデルMuse Sparkによって駆動され、サブエージェントを派生させて隔離された作業ツリー内でタスクを並行処理することができます。Metaのこの取り組みは、より低コストでOpenAI CodexやAnthropic Claude Codeと競争することを目的としています。","category":"製品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta、Muse Codeを公開、大規模コードベース向けのエンドポイントAIエージェント - Aioga AIニュース","description":"Metaは今週、端末用コーディングエージェントMuse Code（ベータ版）を公開しました。これは、大規模なコードベースにまたがる\"完全なソフトウェアエンジニアリングタスク\"を完了でき、変更の計画、コードの作成、結果の検証を含みます。このツールは、Metaが以前に公開したコーディングモデルMuse Sparkによって駆動され、サブエージェントを派生させて隔離...","url":"https://www.aioga.com/ja/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:02:29.369Z"},"ko":{"title":"Meta가 대규모 코드베이스를 위한 터미널 AI 에이전트인 Muse Code를 출시했습니다","summary":"Meta는 이번 주에 단말기 코딩 인공지능 Muse Code(베타 버전)를 발표했으며, 대규모 코드베이스를 가로지르는 '완전한 소프트웨어 엔지니어링 작업'을 수행할 수 있습니다. 여기에는 변경 계획 수립, 코드 작성 및 결과 검증이 포함됩니다. 이 도구는 이전에 Meta가 발표한 코딩 모델 Muse Spark로 구동되며, 하위 인공지능이 격리된 작업 트리에서 병렬로 작업을 처리할 수 있습니다. Meta의 이번 조치는 OpenAI Codex 및 Anthropic Claude Code와 더 저렴한 가격으로 경쟁하려는 목적입니다.","category":"제품 업데이트","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta가 대규모 코드베이스를 위한 터미널 AI 에이전트인 Muse Code를 출시했습니다 - Aioga AI 뉴스","description":"Meta는 이번 주에 단말기 코딩 인공지능 Muse Code(베타 버전)를 발표했으며, 대규모 코드베이스를 가로지르는 '완전한 소프트웨어 엔지니어링 작업'을 수행할 수 있습니다. 여기에는 변경 계획 수립, 코드 작성 및 결과 검증이 포함됩니다. 이 도구는 이전에 Meta가 발표한 코딩 모델 Muse Spark로 구동되며,...","url":"https://www.aioga.com/ko/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:03:16.488Z"},"es":{"title":"Meta lanza Muse Code, un agente de IA para terminales orientado a grandes bases de código","summary":"Meta lanzó esta semana el agente inteligente de codificación para terminales Muse Code (versión de prueba), que puede completar \"tareas completas de ingeniería de software\" a través de grandes bases de código, incluyendo planificación de cambios, escritura de código y verificación de resultados. Esta herramienta está impulsada por el modelo de codificación Muse Spark previamente lanzado por Meta, y puede generar subagentes que procesan tareas en paralelo en árboles de trabajo aislados. El objetivo de Meta con esta iniciativa es competir con OpenAI Codex y Anthropic Claude Code a un costo más bajo.","category":"Productos","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta lanza Muse Code, un agente de IA para terminales orientado a grandes bases de código - Aioga Noticias de IA","description":"Meta lanzó esta semana el agente inteligente de codificación para terminales Muse Code (versión de prueba), que puede completar \"tareas completas de ingeniería de software\" a travé...","url":"https://www.aioga.com/es/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:03:05.424Z"},"fr":{"title":"Meta lance Muse Code, un agent d'intelligence artificielle pour les grands dépôts de code","summary":"Meta a publié cette semaine l'agent intelligent de codage pour terminaux Muse Code (version bêta), capable d'accomplir des « tâches complètes d'ingénierie logicielle » sur de grands dépôts de code, y compris la planification des modifications, l'écriture de code et la vérification des résultats. Cet outil est propulsé par le modèle de codage Muse Spark précédemment publié par Meta, et peut générer des sous-agents pour traiter les tâches en parallèle dans un arbre de travail isolé. Cette initiative de Meta vise à concurrencer OpenAI Codex et Anthropic Claude Code à moindre coût.","category":"Produits","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta lance Muse Code, un agent d'intelligence artificielle pour les grands dépôts de code - Aioga Actualités IA","description":"Meta a publié cette semaine l'agent intelligent de codage pour terminaux Muse Code (version bêta), capable d'accomplir des « tâches complètes d'ingénierie logicielle » sur de grand...","url":"https://www.aioga.com/fr/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:03:54.011Z"},"de":{"title":"Meta veröffentlicht Muse Code, eine Terminal-KI für große Code-Bibliotheken","summary":"Meta hat diese Woche den Terminal-Codierungsagenten Muse Code (Beta) veröffentlicht, der in der Lage ist, \"vollständige Software-Engineering-Aufgaben\" über große Codebasen hinweg zu erledigen, einschließlich Änderungsplanung, Codierung und Ergebnisüberprüfung. Das Tool wird von Metas zuvor veröffentlichtem Codierungsmodell Muse Spark angetrieben und kann Unteragenten ableiten, die Aufgaben parallel in isolierten Arbeitsbäumen bearbeiten. Metas Schritt zielt darauf ab, zu niedrigeren Kosten mit OpenAI Codex und Anthropic Claude Code zu konkurrieren.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta veröffentlicht Muse Code, eine Terminal-KI für große Code-Bibliotheken - Aioga KI-News","description":"Meta hat diese Woche den Terminal-Codierungsagenten Muse Code (Beta) veröffentlicht, der in der Lage ist, \"vollständige Software-Engineering-Aufgaben\" über große Codebasen hinweg z...","url":"https://www.aioga.com/de/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:03:53.778Z"},"pt-BR":{"title":"Meta lança Muse Code, um agente de inteligência artificial para terminais voltado para grandes bases de código","summary":"Nesta semana, a Meta lançou o agente de codificação para terminais Muse Code (versão de teste), capaz de concluir \"tarefas completas de engenharia de software\" em grandes bases de código, incluindo planejamento de alterações, escrita de código e verificação de resultados. A ferramenta é movida pelo modelo de codificação Muse Spark, anteriormente lançado pela Meta, e pode derivar subagentes para processar tarefas em paralelo em árvores de trabalho isoladas. Essa iniciativa da Meta visa competir com o OpenAI Codex e o Anthropic Claude Code a um custo mais baixo.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta lança Muse Code, um agente de inteligência artificial para terminais voltado para grandes bases de código - Aioga Notícias de IA","description":"Nesta semana, a Meta lançou o agente de codificação para terminais Muse Code (versão de teste), capaz de concluir \"tarefas completas de engenharia de software\" em grandes bases de...","url":"https://www.aioga.com/pt-BR/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:04:37.017Z"},"ru":{"title":"Meta выпустила Muse Code, конечного AI-агента для больших кодовых баз","summary":"Meta на этой неделе выпустила интеллектуального агента для кодирования Muse Code (тестовая версия), который может выполнять «полные задачи программной инженерии» на больших кодовых базах, включая планирование изменений, написание кода и проверку результатов. Этот инструмент работает на основе модели кодирования Muse Spark, ранее выпущенной Meta, и может создавать дочерние агенты для параллельной обработки задач в изолированных рабочих деревьях. Этим шагом Meta намерена конкурировать с OpenAI Codex и Anthropic Claude Code по более низкой цене.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta выпустила Muse Code, конечного AI-агента для больших кодовых баз - Aioga Новости ИИ","description":"Meta на этой неделе выпустила интеллектуального агента для кодирования Muse Code (тестовая версия), который может выполнять «полные задачи программной инженерии» на больших кодовых...","url":"https://www.aioga.com/ru/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:04:46.377Z"},"ar":{"title":"ميتاف تطلق Muse Code، وكيل ذكاء اصطناعي نهائي موجه لمستودعات الأكواد الكبيرة","summary":"أصدرت شركة ميتا هذا الأسبوع وكيل الترميز الطرفي الذكي Muse Code (نسخة تجريبية)، والذي يمكنه إتمام \"مهام هندسة البرمجيات الكاملة\" عبر مستودعات برمجية ضخمة، بما في ذلك التخطيط للتغييرات، وكتابة الكود، والتحقق من النتائج. الأداة مدعومة بنموذج الترميز Muse Spark الذي أطلقته ميتا سابقًا، ويمكنها إنشاء وكلاء فرعيين لمعالجة المهام بالتوازي في شجرة عمل معزولة. تهدف ميتا من هذه الخطوة إلى المنافسة مع OpenAI Codex وAnthropic Claude Code بتكلفة أقل.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"ميتاف تطلق Muse Code، وكيل ذكاء اصطناعي نهائي موجه لمستودعات الأكواد الكبيرة - Aioga أخبار الذكاء الاصطناعي","description":"أصدرت شركة ميتا هذا الأسبوع وكيل الترميز الطرفي الذكي Muse Code (نسخة تجريبية)، والذي يمكنه إتمام \"مهام هندسة البرمجيات الكاملة\" عبر مستودعات برمجية ضخمة، بما في ذلك التخطيط للتغيي...","url":"https://www.aioga.com/ar/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:05:37.465Z"},"hi":{"title":"मेटा ने म्यूज़ कोड जारी किया, बड़े कोड बेस के लिए टर्मिनल AI एजेंट","summary":"Meta ने इस हफ्ते टर्मिनल कोडिंग एजेंट Muse Code (बीटा संस्करण) लॉन्च किया, जो बड़े कोड बेस में \"पूर्ण सॉफ़्टवेयर इंजीनियरिंग कार्य\" पूरा कर सकता है, जिसमें परिवर्तन की योजना बनाना, कोड लिखना और परिणामों को सत्यापित करना शामिल है। यह उपकरण Meta द्वारा पहले जारी किए गए कोडिंग मॉडल Muse Spark द्वारा संचालित है और यह उप-एजेंट को अलग कार्य पेड़ में समानांतर कार्य करने में सक्षम बनाता है। Meta का यह कदम OpenAI Codex और Anthropic Claude Code के साथ कम लागत में प्रतिस्पर्धा करने का इरादा है।","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"मेटा ने म्यूज़ कोड जारी किया, बड़े कोड बेस के लिए टर्मिनल AI एजेंट - Aioga AI समाचार","description":"Meta ने इस हफ्ते टर्मिनल कोडिंग एजेंट Muse Code (बीटा संस्करण) लॉन्च किया, जो बड़े कोड बेस में \"पूर्ण सॉफ़्टवेयर इंजीनियरिंग कार्य\" पूरा कर सकता है, जिसमें परिवर्तन की योजना बनाना,...","url":"https://www.aioga.com/hi/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:05:39.876Z"},"it":{"title":"Meta lancia Muse Code, un agente AI per terminale progettato per grandi basi di codice","summary":"Meta ha rilasciato questa settimana l'agente intelligente per la codifica sui terminali Muse Code (versione beta), in grado di completare \"interi compiti di ingegneria del software\" su grandi basi di codice, inclusa la pianificazione delle modifiche, la scrittura del codice e la verifica dei risultati. Lo strumento è alimentato dal modello di codifica Muse Spark precedentemente rilasciato da Meta, e può generare sotto-agenti per elaborare i compiti in parallelo in alberi di lavoro isolati. Con questa mossa, Meta mira a competere con OpenAI Codex e Anthropic Claude Code a un costo inferiore.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta lancia Muse Code, un agente AI per terminale progettato per grandi basi di codice - Aioga Notizie IA","description":"Meta ha rilasciato questa settimana l'agente intelligente per la codifica sui terminali Muse Code (versione beta), in grado di completare \"interi compiti di ingegneria del software...","url":"https://www.aioga.com/it/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:06:30.122Z"},"nl":{"title":"Meta lanceert Muse Code, een AI-agent voor grote codebases","summary":"Meta heeft deze week de terminalcoderingsagent Muse Code (bèta) uitgebracht, die \"volledige software-engineeringtaken\" kan uitvoeren over grote codebases, inclusief het plannen van wijzigingen, het schrijven van code en het verifiëren van resultaten. Deze tool wordt aangedreven door Meta's eerder uitgebrachte coderingsmodel Muse Spark en kan subagents afleiden om taken parallel te verwerken in geïsoleerde werkomgevingen. Met deze stap wil Meta tegen lagere kosten concurreren met OpenAI Codex en Anthropic Claude Code.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta lanceert Muse Code, een AI-agent voor grote codebases - Aioga AI-nieuws","description":"Meta heeft deze week de terminalcoderingsagent Muse Code (bèta) uitgebracht, die \"volledige software-engineeringtaken\" kan uitvoeren over grote codebases, inclusief het plannen van...","url":"https://www.aioga.com/nl/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:06:23.710Z"},"tr":{"title":"Meta, büyük kod tabanları için uç AI ajanı Muse Code'u yayınladı","summary":"Meta bu hafta, büyük kod tabanları üzerinde \"tam yazılım mühendisliği görevlerini\" yerine getirebilen terminal kodlama ajanı Muse Code'un (beta sürümü) lansmanını yaptı; bu görevler arasında değişiklik planlama, kod yazma ve sonuç doğrulama yer alıyor. Araç, Meta'nın daha önce yayımladığı kodlama modeli Muse Spark tarafından destekleniyor ve alt ajanlar oluşturup izole çalışma ağaçlarında görevleri paralel olarak işleyebiliyor. Meta, bu hamlesiyle OpenAI Codex ve Anthropic Claude Code ile daha düşük maliyetle rekabet etmeyi hedefliyor.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta, büyük kod tabanları için uç AI ajanı Muse Code'u yayınladı - Aioga AI Haberleri","description":"Meta bu hafta, büyük kod tabanları üzerinde \"tam yazılım mühendisliği görevlerini\" yerine getirebilen terminal kodlama ajanı Muse Code'un (beta sürümü) lansmanını yaptı; bu görevle...","url":"https://www.aioga.com/tr/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:07:08.990Z"},"vi":{"title":"Meta phát hành Muse Code, tác nhân AI đầu cuối dành cho kho mã lớn","summary":"Meta tuần này đã phát hành tác nhân mã hóa đầu cuối Muse Code (phiên bản thử nghiệm), có thể thực hiện \"nhiệm vụ kỹ thuật phần mềm hoàn chỉnh\" trên các cơ sở mã lớn, bao gồm lập kế hoạch thay đổi, viết mã và xác minh kết quả. Công cụ này được hỗ trợ bởi mô hình mã hóa Muse Spark mà Meta đã phát hành trước đó, có thể tạo ra các tác nhân con xử lý nhiệm vụ song song trong cây làm việc cách ly. Ý định của Meta là cạnh tranh với OpenAI Codex và Anthropic Claude Code với chi phí thấp hơn.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta phát hành Muse Code, tác nhân AI đầu cuối dành cho kho mã lớn - Tin tức AI Aioga","description":"Meta tuần này đã phát hành tác nhân mã hóa đầu cuối Muse Code (phiên bản thử nghiệm), có thể thực hiện \"nhiệm vụ kỹ thuật phần mềm hoàn chỉnh\" trên các cơ sở mã lớn, bao gồm lập kế...","url":"https://www.aioga.com/vi/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:07:15.170Z"},"id":{"title":"Meta merilis Muse Code, agen AI terminal untuk basis kode besar","summary":"Meta minggu ini merilis agen cerdas pengkodean terminal Muse Code (versi percobaan), yang dapat menyelesaikan \"tugas rekayasa perangkat lunak lengkap\" di seluruh repositori kode besar, termasuk merencanakan perubahan, menulis kode, dan memverifikasi hasil. Alat ini didukung oleh model pengkodean Muse Spark yang sebelumnya dirilis oleh Meta, mampu menghasilkan sub-agen untuk menangani tugas secara paralel di pohon kerja yang terisolasi. Langkah Meta ini bertujuan bersaing dengan OpenAI Codex dan Anthropic Claude Code dengan biaya yang lebih rendah.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta merilis Muse Code, agen AI terminal untuk basis kode besar - Berita AI Aioga","description":"Meta minggu ini merilis agen cerdas pengkodean terminal Muse Code (versi percobaan), yang dapat menyelesaikan \"tugas rekayasa perangkat lunak lengkap\" di seluruh repositori kode be...","url":"https://www.aioga.com/id/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:07:54.558Z"},"th":{"title":"Meta เปิดตัว Muse Code ตัวแทน AI อัจฉริยะสำหรับคลังโค้ดขนาดใหญ่","summary":"Meta สัปดาห์นี้ได้เปิดตัวเอเจนต์โค้ดดิ้งแบบอัจฉริยะ Muse Code (เวอร์ชันทดสอบ) ซึ่งสามารถทำ \"งานวิศวกรรมซอฟต์แวร์ครบวงจร\" ข้ามคลังโค้ดขนาดใหญ่ รวมถึงการวางแผนการเปลี่ยนแปลง การเขียนโค้ด และการตรวจสอบผลลัพธ์ เครื่องมือนี้ขับเคลื่อนโดยโมเดลโค้ดดิ้ง Muse Spark ที่ Meta เปิดตัวก่อนหน้านี้ สามารถสร้างเอเจนต์ย่อยเพื่อจัดการงานแบบขนานในต้นไม้การทำงานแบบแยก Meta มีวัตถุประสงค์ในการแข่งขันกับ OpenAI Codex และ Anthropic Claude Code ในราคาที่ต่ำกว่า","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta เปิดตัว Muse Code ตัวแทน AI อัจฉริยะสำหรับคลังโค้ดขนาดใหญ่ - ข่าว AI Aioga","description":"Meta สัปดาห์นี้ได้เปิดตัวเอเจนต์โค้ดดิ้งแบบอัจฉริยะ Muse Code (เวอร์ชันทดสอบ) ซึ่งสามารถทำ \"งานวิศวกรรมซอฟต์แวร์ครบวงจร\" ข้ามคลังโค้ดขนาดใหญ่ รวมถึงการวางแผนการเปลี่ยนแปลง การเขียน...","url":"https://www.aioga.com/th/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:08:08.703Z"},"pl":{"title":"Meta wprowadza Muse Code, terminalnego agenta AI dla dużych baz kodu","summary":"Meta w tym tygodniu wprowadziło agenta kodowania na terminalu Muse Code (wersja testowa), który może realizować \"kompletne zadania inżynierii oprogramowania\" w dużych repozytoriach kodu, w tym planowanie zmian, pisanie kodu i weryfikację wyników. Narzędzie to jest napędzane przez model kodowania Muse Spark wcześniej wydany przez Meta, który może tworzyć sub-agentów przetwarzających zadania równolegle w izolowanych drzewach roboczych. Działanie Meta ma na celu konkurowanie z OpenAI Codex i Anthropic Claude Code przy niższych kosztach.","category":"产品更新","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Meta wprowadza Muse Code, terminalnego agenta AI dla dużych baz kodu - Aioga Wiadomości AI","description":"Meta w tym tygodniu wprowadziło agenta kodowania na terminalu Muse Code (wersja testowa), który może realizować \"kompletne zadania inżynierii oprogramowania\" w dużych repozytoriach...","url":"https://www.aioga.com/pl/news/cmsgm0rwi09iqro5q4fykyrxl/","contentTranslated":true,"sourceHash":"b2c6e100eefc0906","translatedAt":"2026-08-05T23:08:56.201Z"}}}}