{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-09-28T06:03:00.468Z","headline":"Unreal Labs 发布 Unreal Agent 异步工具调用 harness，实测最高省 40% 成本","description":"Unreal Labs 发布 Unreal Agent，用全异步 harness 管理工具调用，免去模型自己处理等待、轮询和心跳的开销。","url":"https://www.aioga.com/news/cmudbxcld04uqroggbf1b5xbn/","mainEntityOfPage":"https://www.aioga.com/news/cmudbxcld04uqroggbf1b5xbn/","datePublished":"2026-09-22T23:22:19.000Z","dateModified":"2026-09-22T23:22:19.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://unreallabs.ai/blog/unreal-agent","https://aihot.news/items/cmudbxcld04uqroggbf1b5xbn"],"canonicalUrl":"https://www.aioga.com/news/cmudbxcld04uqroggbf1b5xbn/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：Unreal Labs 发布 Unreal Agent，用全异步 harness 管理工具调用，免去模型自己处理等待、轮询和心跳的开销。 Aioga 将其归入「行业动态」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmudbxcld04uqroggbf1b5xbn/","dateCreated":"2026-09-22T23:22:19.000Z","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":"unreallabs.ai source article","url":"https://unreallabs.ai/blog/unreal-agent","datePublished":"2026-09-22T23:22:19.000Z","provider":{"@type":"Organization","name":"unreallabs.ai","url":"https://unreallabs.ai/blog/unreal-agent"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.news/items/cmudbxcld04uqroggbf1b5xbn","datePublished":"2026-09-22T23:22:19.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.news/items/cmudbxcld04uqroggbf1b5xbn"}}],"aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","originalPublisher":{"name":"unreallabs.ai","url":"https://unreallabs.ai/blog/unreal-agent"},"geoDeepAnswer":null,"article":{"id":"cmudbxcld04uqroggbf1b5xbn","slug":"cmudbxcld04uqroggbf1b5xbn","url":"https://www.aioga.com/news/cmudbxcld04uqroggbf1b5xbn/","title":"Unreal Labs 发布 Unreal Agent 异步工具调用 harness，实测最高省 40% 成本","title_en":"","summary":"Unreal Labs 发布 Unreal Agent，用全异步 harness 管理工具调用，免去模型自己处理等待、轮询和心跳的开销。","source":"Hacker News 热门（buzzing.cc 中文翻译）","sourceUrl":"https://unreallabs.ai/blog/unreal-agent","aiHotUrl":"https://aihot.news/items/cmudbxcld04uqroggbf1b5xbn","publishedAt":"2026-09-22T23:22:19.000Z","category":"行业动态","score":58,"selected":false,"articleBody":["We’re sharing Unreal Agent：https://github.com/unreallabsai/unreal-agent — an agent harness that delivers up to 40% cost savings compared to Codex on production workloads and coding/science benchmarks, without any negative performance impact.","If you’re interested in frontier cost-efficiency for your AI agents, we’d love to work together! Get in touch: contact@unreallabs.ai：mailto:contact@unreallabs.ai.","While deploying agents in the wild, we wanted them to respond to users quickly and be cost-effective to run. We’ve noticed that agents spend a lot of time and tokens managing tool calls, which motivated us to build Unreal Agent with a harness that would reduce the model’s tool-management overhead.","The Unreal Agent harness manages tool calls in a completely asynchronous way, relieving the underlying model of the need to manage waits, polls, and heartbeats for tools.","This approach drives two major benefits. First, it always allows users to steer the agent without the need to wait for tool calls to finish. Second, it allows the agent to schedule more useful tool call work between model calls, driving frontier cost efficiency. The current version achieves up to 40% cost savings compared to Codex and up to 20% compared to Pi in real workloads and on agentic benchmarks, which we share here.","We believe harness design is a research area in its own right, with many promising ideas still to be researched and implemented. 1：#ref-1","If you try to build an agent-first product, you’ll quickly realize that there’s no golden path for implementing one. Big-brand vendors offer different SDKs to build agents, each with a different set of trade-offs that might not be immediately apparent.","At Unreal Labs, we have built a number of agentic products and learned a few things about popular SDKs along the way.","For example, CLI-oriented SDKs such as Claude’s Agent SDK carry assumptions about local sessions, subprocesses, and resource limits that don’t translate neatly into production use. Handling completion, cancellation, and background tasks reliably often means building your own lifecycle management around them.","Supporting other providers adds compatibility work: switching API modes can break tools or compaction, while SDK upgrades can change message formats and force integration rewrites. Heavy dependency trees add maintenance and supply-chain risk to a runtime we already need to understand and patch ourselves.","Security and approvals that rely on harness hooks and specialized tools, in our experience, tend to require more maintenance and be less robust than deterministic environment or sandbox constraints, outside the harness: allowed/disallowed hosts, granular access tokens, proxies with approval gates.","Along with these technical motivations, we also wanted to build a harness that could always accept user steering messages without delay and juggle heterogeneous tool calls without extra cognitive load for the model. For example, we wanted the agent to be able to kick off a dev environment setup that might take minutes, while exploring the codebase and searching the web in parallel, all without extra token tax.","Every time Unreal Agent issues a tool call, we immediately append an event-log record that the tool has returned in the “in-progress” state, while continuing its execution in the background. Once a tool actually finishes, we append the result into the session log and call an LLM. Making this work without breaking cache was an interesting engineering challenge in itself. 2：#ref-2","On the surface, Unreal Agent achieves the same outcomes with fewer model turns and fewer input tokens.","We attribute cost savings to two factors:","Minimal harness footprint and careful engineering of tool output usage. Unreal Agent has simple prompts, token-optimized tool results, and no sub-agents or workflows. 3：#ref-3","More tool work per model turn. Unreal Agent has a straightforward asynchronous tool-calling model that is clearly explained to an LLM. This allows it to issue more heavy tool calls per model turn without wasting tokens on polling or waiting for them.","We’ve built Unreal Agent to deliver real production workflows for us, but it looks good in the benchmarks too. We tested it with GPT-6 Astra xhigh and compared it with Codex and Pi. Here are some of the results.","There are marginal differences in pass rate, which we attribute to benchmark variance.","GPT-6 Astra · xhigh. Codex (lb) is the leaderboard baseline; Unreal Agent and Pi runs are linked below.","Full pass rates and mean scores are listed below. These runs are not on Harbor.","We run mostly coding benchmarks because they are available on Harbor, which makes reproduction and verification easier, but the harness is domain-agnostic.","The Unreal Agent SDK currently offers:","Check out our github repo：https://github.com/unreallabsai/unreal-agent if you want to try it for yourself","[1] Melissa Z. Pan, Shuo Yang, Negar Arabzadeh, Wei-Lin Chiang, Ion Stoica, and Matei Zaharia. “HarnessTax: How Much Does Harness Matter for Coding Agents?：https://arena.ai/blog/coding-agents-harness-tax” 2026. ↩：#cite-1","[2] The use of two tool-call result items (one in progress, one final) in a single context is underspecified in the Responses API documentation. During testing, we encountered rejections with some models on some inference providers (not OpenAI), and the function_call_output status field seemed to have no impact in those cases.","Our tests showed that models can understand the progression from a running update to a final result when the conversation format is accepted. We believe this pattern should be explicitly supported by the Responses API and consistently supported across inference providers. ↩：#cite-2","[3] Diogo. “(KV) Cache Rules Everything Around Me.：https://www.completeskeptic.com/p/kv-cache-rules-everything-around” Complete Skeptic, September 9, 2026. ↩：#cite-3","Backed by Sequoia & First Round · Founded by engineers from CERN, Meta, Snap, Bloomberg & DeepMind"],"articleImages":[{"sourceUrl":"https://unreallabs.ai/assets/blog/unreal-agent/pareto.png","alt":"Quality versus cost frontier for coding agents, highlighting Unreal Agent with GPT-6 Astra at xhigh reasoning effort.","afterParagraph":0,"url":"/media/articles/cmudbxcld04uqroggbf1b5xbn/459f3f2a22b55b40.png"}],"mediaStatus":"ok","articleBodyZh":["我们分享Unreal Agent：https：//github.com/unreallabsai/unreal-agent——这是一款代理工具，在生产工作负载和编码/科学基准测试上相比Codex节省了高达40%的成本，且不会带来任何负面性能影响。","如果您对AI代理的前沿成本效益感兴趣，我们非常乐意与您合作！联系方式：contact@unreallabs.ai：mailto：contact@unreallabs.ai。","在实际部署代理时，我们希望它们能快速响应用户，并且运行成本低廉。我们注意到代理在管理工具调用上花费了大量时间和代币，这促使我们开发了带有降低模型工具管理开销的虚幻代理。","Unreal Agent 的硬件框架以完全异步的方式管理工具调用，减轻了底层模型中管理等待、轮询和心跳的需求。","这种方法带来了两个主要好处。首先，它始终允许用户在无需等待工具调用完成的情况下引导代理。其次，它允许代理在模型调用之间安排更有用的工具调用工作，从而提升前沿的成本效率。当前版本在实际工作负载和代理基准测试中，相比Codex节省了高达40%的成本，相比Pi节省了高达20%，我们在这里分享了这些基准。","我们认为背带设计本身就是一个研究领域，仍有许多有前景的想法待研究和实施。1：#ref-1","如果你试图构建一个以代理为先的产品，你会很快发现没有一条黄金路径来实现代理。大型品牌厂商提供不同的SDK来构建代理，每种都有不同的权衡，可能一时不易察觉。","在Unreal Labs，我们开发了许多代理产品，并在此过程中学到了一些关于流行SDK的知识。","例如，面向CLI的SDK，如Claude的Agent SDK，假设本地会话、子进程和资源限制，这些假设并不能直接转化为生产环境。可靠地处理完成、取消和后台任务通常意味着围绕它们构建自己的生命周期管理。","支持其他提供者会增加兼容性工作：切换 API 模式可能会破坏工具或压缩功能，而 SDK 升级可能更改消息格式并迫使重新编写集成。庞大的依赖树会增加我们本已需要自己理解和修补的运行时的维护和供应链风险。","根据我们的经验，依赖于 harness 钩子和专用工具的安全性和审批，往往需要更多维护，并且不如在 harness 之外的确定性环境或沙箱限制稳健：允许/不允许的主机、细粒度访问令牌、带审批门的代理。","除了这些技术动机之外，我们还希望构建一个能够始终无延迟接受用户引导消息并在无需模型额外认知负荷的情况下处理异构工具调用的 harness。例如，我们希望代理能够启动一个可能需要数分钟的开发环境设置，同时并行探索代码库和搜索网络，所有操作都不会产生额外的令牌开销。","每当 Unreal Agent 发出工具调用时，我们会立即附加一条事件日志记录，该工具以“进行中”状态返回，同时在后台继续执行。一旦工具实际完成，我们将结果附加到会话日志中并调用 LLM。要在不破坏缓存的情况下使其工作，本身就是一个有趣的工程挑战。2：#ref-2","表面上，Unreal Agent 以更少的模型轮次和更少的输入令牌实现了相同的结果。","我们将成本节约归因于两个因素：","最小的 harness 占用和对工具输出使用的精心工程设计。Unreal Agent 有简单的提示、经过令牌优化的工具结果，并且没有子代理或工作流。3：#ref-3","每个模型轮次更多的工具工作。Unreal Agent 具有清晰解释给 LLM 的直接异步工具调用模型。这允许它在每个模型轮次发出更多重型工具调用，而不会在轮询或等待上浪费令牌。","我们构建 Unreal Agent 是为了为我们提供真实的生产工作流，但在基准测试中同样表现良好。我们用 GPT-6 Astra xhigh 进行了测试，并与 Codex 和 Pi 进行了比较。以下是一些结果。","通过率存在边际差异，我们认为这与基准方差有关。","GPT-6 Astra ·xhigh。Codex （lb） 是排行榜基线;Unreal Agent 和 Pi 的运行链接见下方。","满分通过率和平均分数列在下方。这些跑道不在Harbor频道。","我们主要运行编码基准测试，因为它们在 Harbor 上有，这使得复制和验证更方便，但 harness 是域无关的。","Unreal Agent SDK 目前提供：","如果你想亲自体验，可以看看我们的github仓库：https：//github.com/unreallabsai/unreal-agent","[1] 梅丽莎·Z·潘、修洋、内加尔·阿拉布扎德、姜伟林、伊昂·斯托伊卡和马泰·扎哈里亚。“杠铃税：束带对编码代理有多重要？：https：//arena.ai/blog/coding-agents-harness-tax” 2026 ↩年。：#cite-1","[2] 在Responses API文档中，在同一上下文中使用两个工具调用结果项（一个进行中，一个最终）的规定不足。测试过程中，我们在某些推理提供者（非OpenAI）上遇到了拒绝，function_call_output状态字段在这些情况下似乎没有影响。","我们的测试显示，模型能够理解从运行更新到最终结果的过程，当接受对话格式时。我们认为这一模式应由Responses API明确支持，并在推理提供者间持续支持。↩：#cite-2","[3] Diogo. “(KV) 缓存支配我周围的一切。：https://www.completeskeptic.com/p/kv-cache-rules-everything-around” Complete Skeptic, 2026年9月9日. ↩：#cite-3","由Sequoia和First Round支持·由CERN、Meta、Snap、彭博和DeepMind的工程师创立"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：Unreal Labs 发布 Unreal Agent，用全异步 harness 管理工具调用，免去模型自己处理等待、轮询和心跳的开销。 Aioga 将其归入「行业动态」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：产品与工具类动态的价值取决于它是否解决明确场景、能否进入工作流，以及交付、价格和数据安全是否可接受。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察产品是否开放使用、用户反馈、定价、集成能力和后续版本更新。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-09-28T06:19:15.376Z","sourceHash":"a7bad2ac78ccbf75","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["行业动态","Hacker News 热门（buzzing.cc 中文翻译）"],"translations":{"zh-CN":{"title":"Unreal Labs 发布 Unreal Agent 异步工具调用 harness，实测最高省 40% 成本","summary":"Unreal Labs 发布 Unreal Agent，用全异步 harness 管理工具调用，免去模型自己处理等待、轮询和心跳的开销。","category":"行业动态","source":"unreallabs.ai","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs 发布 Unreal Agent 异步工具调用 harness，实测最高省 40% 成本 - 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Aioga Actualités IA","description":"Unreal Labs a publié Unreal Agent, utilisant un moteur entièrement asynchrone pour gérer les appels d'outils, évitant au modèle de gérer lui-même les coûts liés à l'attente, au son...","url":"https://www.aioga.com/fr/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:07:09.412Z"},"de":{"title":"Unreal Labs veröffentlicht den asynchronen Werkzeugaufruf-Harness Unreal Agent, der in Tests bis zu 40 % der Kosten spart","summary":"Unreal Labs veröffentlicht Unreal Agent, ein Tool zum Verwalten von Aufrufen mit vollständig asynchronem Harness, das die Belastung für das Modell durch Warten, Polling und Heartbeats überflüssig macht.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs veröffentlicht den asynchronen Werkzeugaufruf-Harness Unreal Agent, der in Tests bis zu 40 % der Kosten spart - Aioga KI-News","description":"Unreal Labs veröffentlicht Unreal Agent, ein Tool zum Verwalten von Aufrufen mit vollständig asynchronem Harness, das die Belastung für das Modell durch Warten, Polling und Heartbe...","url":"https://www.aioga.com/de/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:07:08.290Z"},"pt-BR":{"title":"Unreal Labs lança Unreal Agent, um harness de chamada de ferramenta assíncrona, teste real mostra economia máxima de 40% no custo","summary":"A Unreal Labs lançou o Unreal Agent, usando uma ferramenta de gerenciamento de chamadas totalmente assíncrona, eliminando o custo de o modelo lidar sozinho com espera, polling e heartbeat.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs lança Unreal Agent, um harness de chamada de ferramenta assíncrona, teste real mostra economia máxima de 40% no custo - Aioga Notícias de IA","description":"A Unreal Labs lançou o Unreal Agent, usando uma ferramenta de gerenciamento de chamadas totalmente assíncrona, eliminando o custo de o modelo lidar sozinho com espera, polling e he...","url":"https://www.aioga.com/pt-BR/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:07:49.534Z"},"ru":{"title":"Unreal Labs выпустила инструмент для асинхронного вызова Unreal Agent, который на практике позволяет экономить до 40% затрат","summary":"Unreal Labs выпустила Unreal Agent, который с помощью полностью асинхронного инструмента harness управляет вызовами, избавляя модель от необходимости самостоятельно обрабатывать ожидание, опрос и heartbeat.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs выпустила инструмент для асинхронного вызова Unreal Agent, который на практике позволяет экономить до 40% затрат - Aioga Новости ИИ","description":"Unreal Labs выпустила Unreal Agent, который с помощью полностью асинхронного инструмента harness управляет вызовами, избавляя модель от необходимости самостоятельно обрабатывать ож...","url":"https://www.aioga.com/ru/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:07:51.237Z"},"ar":{"title":"أصدرت Unreal Labs أداة Unreal Agent لاستدعاء الأدوات بشكل غير متزامن، وتمكّن الاختبارات الفعلية من توفير ما يصل إلى 40٪ من التكلفة","summary":"أصدرت Unreal Labs أداة Unreal Agent، باستخدام منظومة إدارة غير متزامنة بالكامل لاستدعاء الأدوات، مما يلغي عن النموذج عبء التعامل مع الانتظار والتكرار وإشارات النبض بنفسه.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"أصدرت Unreal Labs أداة Unreal Agent لاستدعاء الأدوات بشكل غير متزامن، وتمكّن الاختبارات الفعلية من توفير ما يصل إلى 40٪ من التكلفة - Aioga أخبار الذكاء الاصطناعي","description":"أصدرت Unreal Labs أداة Unreal Agent، باستخدام منظومة إدارة غير متزامنة بالكامل لاستدعاء الأدوات، مما يلغي عن النموذج عبء التعامل مع الانتظار والتكرار وإشارات النبض بنفسه.","url":"https://www.aioga.com/ar/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:08:41.356Z"},"hi":{"title":"Unreal Labs ने Unreal Agent असिंक्रोनस टूल कॉलिंग हार्नेस लॉन्च किया, वास्तविक परीक्षण में अधिकतम 40% लागत बचत हुई","summary":"Unreal Labs ने Unreal Agent जारी किया, जो पूरी तरह असिंक्रोनस हार्नेस के माध्यम से टूल कॉल का प्रबंधन करता है, जिससे मॉडल को स्वयं प्रतीक्षा, पोलिंग और हृदय गति सम्बंधित खर्च संभालने की आवश्यकता नहीं होती।","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs ने Unreal Agent असिंक्रोनस टूल कॉलिंग हार्नेस लॉन्च किया, वास्तविक परीक्षण में अधिकतम 40% लागत बचत हुई - Aioga AI समाचार","description":"Unreal Labs ने Unreal Agent जारी किया, जो पूरी तरह असिंक्रोनस हार्नेस के माध्यम से टूल कॉल का प्रबंधन करता है, जिससे मॉडल को स्वयं प्रतीक्षा, पोलिंग और हृदय गति सम्बंधित खर्च संभाल...","url":"https://www.aioga.com/hi/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:08:35.569Z"},"it":{"title":"Unreal Labs ha rilasciato Unreal Agent, un harness per chiamate di strumenti asincroni, con test che mostrano un risparmio massimo del 40% sui costi","summary":"Unreal Labs ha rilasciato Unreal Agent, utilizzando uno strumento di gestione completamente asincrono per le chiamate, eliminando il costo per il modello di gestire da solo attese, polling e heartbeat.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs ha rilasciato Unreal Agent, un harness per chiamate di strumenti asincroni, con test che mostrano un risparmio massimo del 40% sui costi - Aioga Notizie IA","description":"Unreal Labs ha rilasciato Unreal Agent, utilizzando uno strumento di gestione completamente asincrono per le chiamate, eliminando il costo per il modello di gestire da solo attese,...","url":"https://www.aioga.com/it/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:09:26.560Z"},"nl":{"title":"Unreal Labs brengt Unreal Agent asynchrone tool-aanroep-harnas uit, getest tot 40% kostenbesparing","summary":"Unreal Labs heeft Unreal Agent uitgebracht, dat volledige asynchrone harness gebruikt om het aanroepen van gereedschappen te beheren, waardoor het model zelf geen overhead heeft voor wachten, pollings en heartbeat.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs brengt Unreal Agent asynchrone tool-aanroep-harnas uit, getest tot 40% kostenbesparing - Aioga AI-nieuws","description":"Unreal Labs heeft Unreal Agent uitgebracht, dat volledige asynchrone harness gebruikt om het aanroepen van gereedschappen te beheren, waardoor het model zelf geen overhead heeft vo...","url":"https://www.aioga.com/nl/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:09:23.993Z"},"tr":{"title":"Unreal Labs, Unreal Agent eşzamanlı olmayan araç çağrı çerçevesini yayınladı, gerçek testlerde maliyeti en fazla %40 azalttı","summary":"Unreal Labs, Unreal Agent'i yayınladı; tamamen asenkron harness ile araç çağrılarını yönetiyor, modelin kendi başına bekleme, anket yapma ve kalp atışı masrafını ortadan kaldırıyor.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs, Unreal Agent eşzamanlı olmayan araç çağrı çerçevesini yayınladı, gerçek testlerde maliyeti en fazla %40 azalttı - Aioga AI Haberleri","description":"Unreal Labs, Unreal Agent'i yayınladı; tamamen asenkron harness ile araç çağrılarını yönetiyor, modelin kendi başına bekleme, anket yapma ve kalp atışı masrafını ortadan kaldırıyor...","url":"https://www.aioga.com/tr/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:10:10.705Z"},"vi":{"title":"Unreal Labs phát hành công cụ gọi bất đồng bộ Unreal Agent, thực tế tiết kiệm tối đa 40% chi phí","summary":"Unreal Labs phát hành Unreal Agent, sử dụng công cụ quản lý harness hoàn toàn bất đồng bộ để gọi, giúp loại bỏ chi phí mà mô hình tự xử lý chờ đợi, kiểm tra tuần tự và nhịp tim.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs phát hành công cụ gọi bất đồng bộ Unreal Agent, thực tế tiết kiệm tối đa 40% chi phí - Tin tức AI Aioga","description":"Unreal Labs phát hành Unreal Agent, sử dụng công cụ quản lý harness hoàn toàn bất đồng bộ để gọi, giúp loại bỏ chi phí mà mô hình tự xử lý chờ đợi, kiểm tra tuần tự và nhịp tim.","url":"https://www.aioga.com/vi/news/cmudbxcld04uqroggbf1b5xbn/","contentTranslated":true,"sourceHash":"f8192de9fd438741","translatedAt":"2026-09-23T01:10:07.979Z"},"id":{"title":"Unreal Labs merilis harness pemanggilan alat asinkron Unreal Agent, tes nyata menghemat biaya hingga 40%","summary":"Unreal Labs merilis Unreal Agent, menggunakan harness sepenuhnya asinkron untuk mengelola panggilan alat, sehingga menghilangkan beban model untuk menangani penantian, polling, dan heartbeat sendiri.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Unreal Labs merilis harness pemanggilan alat asinkron Unreal Agent, tes nyata menghemat biaya hingga 40% - 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