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Case studies

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173case studies
CodingReprinted

cubic 案例:用 Claude 辅助 AI 时代的代码审查

官方案例中文编译摘要|转载。 以下内容根据 Anthropic 发布的 cubic 案例整理,不代表本站测试或独立测评;结果数字及适用条件请以原文为准。 cubic:用 Claude 辅助审查 AI 生成的代码 代码生成速度提升后,代码审查可能成为新的交付瓶颈。Anthropic 的案例介绍了 AI 代码审查平台 cubic:它把 Claude 用于 Pul

Claude Sonnet 4
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Agents & automationReprinted

Grafana 案例:用 Claude 助手让监控数据支持自然语言探索

官方案例中文编译摘要|转载。 以下内容根据 Anthropic 发布的 Grafana 案例整理,不代表本站测试或独立测评;原始数据、背景和适用条件请以原文为准。 Grafana:让团队用自然语言探索可观测性数据 Grafana Labs 希望让不同技术水平的成员都能查询监控数据。过去,创建复杂仪表盘、编写 PromQL 或 LogQL 查询,需要掌握对应的

Claude Sonnet 3.7Claude Haiku 3
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Agents & automationReprinted

MiMo-V2.6 案例:把长程多模态任务拆成规划、执行和快速交互

Xiaomi MiMo-V2.6 案例:将长程多模态任务拆成规划、执行和快速交互 场景示例,不代表本站或第三方用户实测。 本文按 Xiaomi MiMo 官方发布页和型号说明设计,未在本站调用,也不保证真实项目表现。 从一个想法到可运行内容,往往要经过很多轮 一个交互式课程或产品演示可能从截图、文字描述和视频素材开始,最后交付网页、配音和可点击的演示。难点既

MiMo-V2.6-ProMiMo-V2.6-FlashMiMo-V2.6-Pro-UltraSpeed
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Audio & narrationReprinted

Gemini 3.8 Live 与 TTS 案例:为在线课程生成可审核的语音讲解

Gemini 3.8 Live 与 TTS 案例:为在线课程生成可审核的语音讲解 场景示例,不代表本站或第三方用户实测。 本文根据 Google 在 2026 年 9 月公布的实时对话与语音生成型号设计流程;声音质量和语言效果未在本站验证。 课程语音需要实时互动,也需要可控发布 线上课程可能需要实时问答、术语解释、课后复习音频和不同语言版本。实时对话和预先生

Gemini 3.8 LiveGemini 3.8 Live Extended ThinkingGemini 3.8 Flash TTSGemini 3.8 Flash-Lite TTS
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Office & productivityReprinted

Gemini 3.8 Flash 案例:把科研线索整理成可复核文献矩阵

Gemini 3.8 Flash 案例:把多源科研线索整理成可复核的文献矩阵 场景示例,不代表本站或第三方用户实测。 工作流依据 Google 官方 Gemini 3.8 Flash 发布资料构思,不表示本案例做过模型实验。 调研难点是证据散,不是摘要短 科研和技术调研会同时遇到论文、数据表、代码仓库、实验记录和研究团队的内部备忘。只要求模型“总结一下”,容

Gemini 3.8 Flash
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Agents & automationReprinted

Claude Sonnet 5 与 Opus 5 案例:把客服升级工单交给 Agent 分段处理

Claude Sonnet 5 与 Opus 5 案例:把客服升级工单交给 Agent 分段处理 场景示例,不代表本站或第三方用户实测。 本文根据 Anthropic 官方发布资料设计流程;不代表我们调用或比较过这两个模型。 一个工单背后往往有多种工作 复杂客服工单可能包含客户描述、产品日志、过往对话、退款政策和需要跨团队确认的事项。把整件事交给一个自动 A

Claude Sonnet 5Claude Opus 5
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CodingReprinted

GPT-6 案例:让长周期代码 Agent 按预算逐级升级

GPT-6 案例:让长周期代码 Agent 按预算逐级升级 场景示例,不代表本站或第三方用户实测。 流程根据 OpenAI 官方 GPT-6 发布说明整理;模型表现、价格和可用范围请以原厂最新资料为准。 长任务最怕“开工容易,收尾失控” 一个跨模块改造可能从复现缺陷开始,经过查代码、改实现、跑测试、修回归,最后还要整理变更说明。若每一步都让最强模型持续运行,

GPT-6 AstraGPT-6 SolGPT-6 Luna
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Office & productivityReprinted

OpenAI GPT-5.6 案例:把行业研究整理成可审阅交付物

OpenAI GPT-5.6 案例:把一份行业研究从资料堆整理成可审阅交付物 场景示例,不代表本站或第三方用户实测。 本文根据 OpenAI 官方发布说明设计,不复现官方基准成绩,也不保证模型在具体工作中的效果。 资料都在,结论却难以复核 一份行业研究可能同时涉及访谈记录、网页资料、内部表格、历史版本和演示模板。真正耗时的部分往往不是起草,而是把来源逐条对上

GPT-5.6 SolGPT-5.6 TerraGPT-5.6 Luna
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Office & productivityOriginal

DeepSeek-V4-Flash-Vision-Exp 案例:用图表截图复核经营数据

DeepSeek-V4-Flash-Vision-Exp 案例:用图表截图复核经营数据 场景示例,不代表本站或第三方用户实测。 本文依据 DeepSeek 官方模型仓库说明设计工作流;其中的月报场景为方法示例,不是模型实测结果或财务结论。 为什么图表分析不能只看曲线 团队复盘月度业务时,资料往往散在仪表盘截图、CSV 导出、口径说明和会议纪要里。一个销售额柱

DeepSeek-V4-Flash-Vision-Exp
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Office & productivityOriginal

Hy4 Preview 案例:把分散科研资料整理成可复核的分析交付物

Hy4 Preview 案例:把分散科研资料整理成可复核的分析交付物 场景示例,不代表本站或第三方用户实测。 本文根据腾讯混元官方发布说明与模型卡整理工作流;不构成模型效果保证,研究结论仍须由研究者核对原始资料。 研究资料多,为什么不能把结论直接交给模型 科研和技术调研经常要同时看论文、实验记录、表格、代码说明和会议纪要。难点不只是总结,而是把不同来源的信息

Hy4 Preview
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Video productionOriginal

GLM-5.3-Flash 案例:把多段采访素材整理成 90 秒回顾片

GLM-5.3-Flash 案例:把多段采访素材整理成 90 秒回顾片 官方工作流改写示例,不代表本站或第三方用户实测。 智谱官方文档提供了长视频素材剪辑的建议任务与提示词;本文将其整理成便于执行和验收的步骤。实际生成质量、素材兼容性和账号条件请以官方页面为准。 为什么剪辑 Agent 需要同时看画面和声音 采访、活动或产品发布素材通常有多段视频、不同说话人

GLM-5.3-Flash
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CodingOriginal

GLM-5.3 案例:让编码 Agent 接手跨模块功能改造

GLM-5.3 案例:让编码 Agent 接手跨模块功能改造 场景示例,不代表本站或第三方用户实测。 工作流根据智谱官方模型说明和能力文档整理;实际代码质量、任务完成度和 API 条件应以官方页面及用户自己的测试为准。 哪类开发任务适合交给长程 Agent 有些需求很难用“一次生成一个函数”解决。例如,为老系统增加一个审批状态,需要一起调整数据库字段、后端校

GLM-5.3
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Choose by task: UCloud AstraFlow for multi-model API access; Alibaba Cloud for AI and cloud product offers, AI coding and agent tools, Meoo app creation, the OPC toolkit, Aidge ecommerce content and application deployment; Tencent Cloud for WorkBuddy, speech recognition and international cloud resources; Novita AI for model APIs, GPU cloud and agent sandboxes. Check the exact model ID, region, account eligibility and billing on each product page before integrating.

Build with AI: APIs, applications and deployment

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ServiceUse caseFeatures and conditionsProduct entry
Alibaba Cloud AI and cloud product offersCloud products and offersModel and agent selection, application deployment and cloud resources

Explore model services, AI coding and agent tools, application deployment and cloud resources through Alibaba Cloud's product offers hub.

Eligibility, credits, billing and expiry vary by product and offer.
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Alibaba Cloud MeooApplication creation toolAI application creation and prototyping

An AI application creation tool for turning requirements into application prototypes.

In-product AI capabilities are separate from standalone model APIs. Check product terms for allowances, publishing and billing.
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Alibaba Cloud OPC startup toolkitProduct directorySolo businesses and independent development

A collection of cloud tools for solo businesses and independent developers.

Confirm features, regions and eligibility for each tool. The directory does not provide one shared allowance for all products.
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Alibaba Cloud Aidge for ecommerceEcommerce AI serviceEcommerce translation and product content

AI services for cross-border ecommerce, including translation and product content optimization.

Check supported languages, content types, interfaces and plans against the official product information.
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Alibaba Cloud AI application deployment offersApplication deployment offersAI application deployment and cloud resources

Explore cloud resources and offers for building and deploying AI applications.

Deployment resources and model calls may be billed separately. Confirm images, resource specifications and offer dates on the current page.
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Tencent Cloud WorkBuddyAI office applicationTeam AI workspace and collaboration

An AI workspace for teams, office collaboration and AI-assisted work.

Team plans are priced per person per month. Check current availability and purchase eligibility on the offer page.
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Tencent Cloud speech recognitionSpeech service APISpeech transcription and voice applications

Cloud speech-to-text services for voice applications and transcription workflows.

Introductory offers have new-user eligibility and purchase limits. Check package capacity, expiry and overage billing.
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Tencent Cloud international offersInternational cloud product offersInternational cloud resources and application deployment

Browse cloud product promotions and deployment resources on Tencent Cloud's international site.

Confirm international account eligibility, region, currency and new-user conditions. This is not a universal discount for all model APIs.
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UCloud AstraFlowMulti-model API platformMulti-model API integration and switching

UCloud's multi-model service. Its product page describes access to 200+ models with a shared API key and OpenAI-compatible integration.

Follow the platform's registration and identity verification process. Model versions, regions, credits and prices depend on its catalog and your account.
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Novita AI Model APIs and GPU CloudModel APIs, GPU cloud and agent sandboxesMulti-model APIs, GPU deployment and agent runtimes

Novita AI provides LLM, image, video and audio APIs, GPU cloud and agent sandboxes. Its LLM endpoints support OpenAI-compatible integration.

Check the exact model ID, endpoint, service region, account eligibility and current pricing for the chosen product. Confirm model API, GPU and agent sandbox billing separately.
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