Augment CodeAugment Code
Augment Code 是企业级「软件工厂」平台:Cosmos 把规划-实现-评审-反馈连成可重复的 agent 流水线, Environments 可托管云/自有基础设施/本机三选一,Code Context Engine 招牌可经 MCP 插进别的 agent, 提供多厂商模型清单(含自研 Prism 路由)——2026-10-08 官方公告 Cosmos/Auggie CLI/Context Engine 资产加入 Harness。
Augment Code is an enterprise 'software factory' platform: Cosmos chains plan-implement-review-feedback into repeatable agent loops, Environments run on Augment-hosted cloud, your own infrastructure (self-hosted daemons) or your laptop, the Code Context Engine plugs into other agents via MCP, and the model menu is among the broadest (including the proprietary Prism router) — per the 2026-10-08 official notice, Cosmos, Auggie CLI and the Context Engine assets are joining Harness.
适合与不适合When to use it, when not to
适合:企业级跨 SDLC 的 agent 流水线、self-hosted 把 agent 跑在自己基础设施、要多前沿模型清单与 token 透明计费。 不适合:找个人免费档入门、要产品归属完全稳定(正处 Harness 并入过渡期)。
Fits: enterprise cross-SDLC agent pipelines, self-hosted environments running agents on your own infrastructure, a broad frontier-model menu with transparent token-based billing. Not a fit: looking for a personal free tier on-ramp (the mainline is enterprise delivery with token billing); needing fully stable product ownership (mid-transition into Harness).
中文生态China availability 国产 / 国内可直接用 / 备案状态 · 快照domestic / direct access / CAC filing · snapshot 2026-10-22
- 出品属地Origin
- 国外出品foreign-made Augment Code(美国,企业级 AI 编码公司);2026-10 起 Cosmos/Auggie CLI/Context Engine资产并入 Harness(同为美国企业软件公司)。Augment Code (US enterprise AI-coding company); since 2026-10 its Cosmos, Auggie CLI and Context Engine assets are joining Harness (also a US enterprise software company).
- 国内使用Direct access
- 大陆可直连direct OK augmentcode.com / docs.augmentcode.com 大陆直连实测 200(2026-10-22)。augmentcode.com / docs.augmentcode.com measured 200 direct from mainland (2026-10-22).
- 备案状态CAC filing
- 未见于备案名单not in filing list:未见于网信办公示名单(2026-10-22 检索);该产品未面向大陆公众提供服务,备案不适用。not in the CAC public registry (searched 2026-10-22); the product does not serve the mainland public, so filing does not apply.
备案信息以网信办《生成式人工智能服务已备案信息》公示名单为准(按批次滚动更新,本站只抄编号不解读);「大陆可直连」是本站从大陆网络直连实测的结果,不是厂商承诺。GitHub 类站点当日实测有波动,口径写在依据里。Filing status is quoted from the CAC public registry (updated batch by batch; this site copies the number and does not interpret it). "Direct access" is this site's own reachability measurement from a mainland network, not a vendor promise. GitHub-hosted sites fluctuated on the measurement day — the note says so.
固定坐标系Fixed coordinate system
8 个维度dimensions, 与同分区其他对象逐项可比each comparable item by item against others in the same section.
- 模型与开放条件Model & openness
官方 Available Models 页列全清单:Anthropic Claude 系(Fable 5.1/5、Opus 5/4.8/4.7/4.6、Sonnet 5.5/5、Haiku 4.5)、 Google Gemini(3.8/3.7 Flash、3.1 Pro)、OpenAI GPT(6.1 Sol、6 Astra、5.6 Sol/Terra/Luna、5.5)、 xAI Grok 4.6/4.5、智谱 GLM 5.3 Flash/5.2 与 Moonshot Kimi K3/K2.7 Code(托管在 Fireworks/Baseten)、 自研 Prism(组合 Claude 与 GPT 的模型集成,Prism 选项按策展模型族路由)。 计费走 token 制(Token-Based Pricing 页:LLM token + Cosmos 算力 + 服务费三段)。
The official Available Models page lists the full roster: the Anthropic Claude family (Fable 5.1/5, Opus 5/4.8/4.7/4.6, Sonnet 5.5/5, Haiku 4.5), Google Gemini (3.8/3.7 Flash, 3.1 Pro), OpenAI GPT (6.1 Sol, 6 Astra, 5.6 Sol/Terra/Luna, 5.5), xAI Grok 4.6/4.5, Zhipu GLM 5.3 Flash/5.2 and Moonshot Kimi K3/K2.7 Code (hosted on Fireworks/Baseten), plus in-house Prism (a model ensemble combining Claude and GPT; the Prism option routes across curated model families). Billing is token-based (Token-Based Pricing page: three segments — LLM tokens + Cosmos compute + service fee).
- 运行位置Where it runs
主线是 Cosmos 平台(官方 Introduction:Environments/Experts/Sessions/Capabilities/Triggers 五积木): 把规划-实现-评审-反馈连成可重复的 Software Factory 工作流(Requirements→Ticket、Ticket→PR、 PR→Merge、Signal→Ticket 四条官方 loop)。Environments 三选一:Augment 托管云沙箱、你自己的 VM/物理机 (self-hosted daemon)、甚至本机笔记本。另有 Auggie CLI(终端 agent:仓库实现/代码探索/跑测试/CI 自动化) 与 VS Code / JetBrains 的 IDE 扩展面。
The main line is the Cosmos platform (official Introduction: five building blocks — Environments/Experts/Sessions/Capabilities/Triggers): it chains plan-implement-review-feedback into a repeatable Software Factory workflow (four official loops: Requirements→Ticket, Ticket→PR, PR→Merge, Signal→Ticket). Environments come in three flavors: Augment-hosted cloud sandbox, your own VM/physical machine (self-hosted daemon), or even your local laptop. There is also the Auggie CLI (terminal agent: repo implementation / code exploration / running tests / CI automation) and IDE extension surfaces for VS Code / JetBrains.
- 本地文件Local files
IDE 扩展与 Auggie CLI 处理本机代码库;Cosmos 的 Environments 决定代码在哪——托管云沙箱、 self-hosted daemon(跑在你自己基础设施上,daemon-config.json 配工作区与隔离)或本机。 self-hosted 面是官方一等公民(官方页明示 own virtual or physical infrastructure)。
IDE extensions and the Auggie CLI work on local codebases; Cosmos's Environments decide where the code lives — hosted cloud sandbox, self-hosted daemon (running on your own infrastructure, configured via daemon-config.json for workspace and isolation) or local. The self-hosted surface is an official first-class citizen (the official page explicitly says own virtual or physical infrastructure).
- 关机后的任务Tasks after shutdown
Cosmos 主打长时多步交付:durable environments、scheduled automations(定时自动化)、 跨仓库跨工具协调(官方 llms.txt 使用指引原文);Triggers 把事件接进 loop。 官方叙事「always-on software delivery system」——从 spec 到验证常跑。
Cosmos leads with long-horizon multi-step delivery: durable environments, scheduled automations, cross-repo cross-tool coordination (wording from the official llms.txt usage guide); Triggers wire events into the loop. The official narrative is an "always-on software delivery system" — running continuously from spec to verification.
- 工具与扩展Tools & extensions
MCP 面官方成页多处:Cosmos Experts 接 MCP servers(MCP Registry)、CLI/IDE 侧 MCP 配置、 Context Engine MCP(把上下文引擎以 MCP 插进任何 agent)、Code Review 的 MCP context 接入; 官方还提供 Docs MCP server(Streamable HTTP)给外部 agent 查 Augment 文档。
The MCP surface has multiple official pages: Cosmos Experts connect MCP servers (MCP Registry), CLI/IDE-side MCP configuration, Context Engine MCP (plugging the context engine into any agent via MCP), MCP context hookup for Code Review; the official side also ships a Docs MCP server (Streamable HTTP) so external agents can query Augment docs.
- 上下文与记忆Context & memory
招牌是 Code Context Engine:官方口径 world-class context engine,跨代码库的结构化理解; 以 MCP 形式输出给别的 agent 用(Context Engine MCP 页)。 Wisdom 类上下文(PR 历史、业务需求)在 Software Factory 各 loop 页有展开。
The signature is the Code Context Engine: the official stance is a world-class context engine with structured cross-codebase understanding; it is exported as MCP for other agents to use (Context Engine MCP page). Wisdom-class context (PR history, business requirements) is expanded on the Software Factory loop pages.
- 权限与限制Permissions & limits
企业定位(enterprise-grade 口径贯穿官方文档):Trust Center、Status Page 官方入口在导航; Analytics API 用 scoped OAuth token 或 service-account bearer token,写权限按需申请(官方 llms.txt 口径)。 个人侧权限模型未逐条核验。
Enterprise positioning (the enterprise-grade stance runs through the official docs): Trust Center and Status Page entries sit in the navigation; the Analytics API uses scoped OAuth tokens or service-account bearer tokens, with write permissions requested on demand (per the official llms.txt). The individual-side permission model was not verified item by item.
- 适合什么任务Best for
适合:企业级「软件工厂」叙事——要跨 SDLC 的 agent 流水线(ticket→PR→merge→monitor)、 self-hosted 环境把 agent 跑在自己基础设施、多前沿模型清单(含自研 Prism 路由)。 不适合:找个人免费档入门(主线是企业交付与 token 计费); 要产品归属稳定的读者——2026-10 起 Cosmos/Auggie CLI/Context Engine 资产已并入 Harness。
Good fit: the enterprise "software factory" narrative — agent pipelines across the SDLC (ticket→PR→merge→monitor), self-hosted environments running agents on your own infrastructure, one of the fullest frontier-model rosters (with in-house Prism routing). Not a fit: looking for a personal free tier to get started (the main line is enterprise delivery with token billing); readers who need product ownership to be stable — since 2026-10 the Cosmos/Auggie CLI/Context Engine assets have been joining Harness.
头号误解Top misconception
- 2026-10-08 官方博客「Augment Code's next chapter」:Cosmos、Auggie CLI、Code Context Engine 及相关技术 加入 Harness,团队并入——产品连续性走 Harness 体系,检索时 Augment/Harness 两个名字都要认The 2026-10-08 official blog 'Augment Code's next chapter': Cosmos, Auggie CLI, the Code Context Engine and related technology are joining Harness, with the team moving along — product continuity runs through Harness; recognize both Augment and Harness names when searching
- 官网与 docs 仍活跃在售 Cosmos(2026-10-22 实测 200)——「被收购」不等于「下线」, 但后续归属与品牌走向官方未给完整说明The website and docs are still live and selling Cosmos (measured 200 on 2026-10-22) — 'acquired assets' does not mean 'shut down', but the official notice gives no complete roadmap for brand and ownership going forward
- 计费是 token 制三段(LLM token + Cosmos 算力 + 服务费)——与按 credit 包月的同类工具口径不同, 对比成本前先核 Token-Based Pricing 页Billing is three-part token-based (LLM tokens + Cosmos compute + service fee) — different from monthly-credit tools; check the Token-Based Pricing page before comparing costs
未知项清单Known unknowns
- Harness 并入后的品牌与产品线走向(官方公告未给完整说明)
- 个人/小团队计划是否存在(导航以企业销售为主,未核验到个人档)
- 托管云沙箱的代码存储区域与保留策略(未逐条核验)
- 个人侧权限模型细节(未逐条核验)
- Brand and product-line direction after the Harness integration (the official announcement gives no complete statement)
- Whether personal/small-team plans exist (navigation is enterprise-sales-led; no personal tier verified)
- Code storage region and retention policy of the hosted cloud sandbox (not verified item by item)
- Details of the individual-side permission model (not verified item by item)
证据来源Evidence sources
判断可回到以下一手源复核。本站核验日Every judgement can be rechecked against the primary sources below. Verified on 2026-10-22,内容更新日content updated on 2026-10-22。
| 类型Type | 名称Name | 链接Link |
|---|---|---|
| official | Augment Code 文档 · Introduction(Cosmos 五积木/IDE 与 CLI 入口)Augment Code Docs · Introduction (Cosmos five building blocks / IDE and CLI entry points) | https://docs.augmentcode.com/introduction |
| official | Augment Code 文档 · Available Models(全模型清单与 Prism 路由)Augment Code Docs · Available Models (full model roster and Prism routing) | https://docs.augmentcode.com/models/available-models |
| official | Augment Code 文档 · Token-Based Pricing(三段计费口径)Augment Code Docs · Token-Based Pricing (three-segment billing stance) | https://docs.augmentcode.com/models/token-based-pricing |
| official | Augment Code 文档 · Self-Hosted Environments(自有基础设施跑 agent)Augment Code Docs · Self-Hosted Environments (agents on your own infrastructure) | https://docs.augmentcode.com/cosmos/environments/daemons |
| official | Augment Code 文档 · Software Factory Overview(四条官方 loop)Augment Code Docs · Software Factory Overview (the four official loops) | https://docs.augmentcode.com/cosmos/software-factory/overview |
| official | Augment Code 博客 · Augment Code's next chapter(2026-10-08 资产加入 Harness 公告)Augment Code blog · Augment Code's next chapter (2026-10-08 announcement of assets joining Harness) | https://www.augmentcode.com/blog/augment-codes-next-chapter |
| changelog | Augment Code · Changelog(changelog)Augment Code · Changelog (changelog) | https://www.augmentcode.com/changelog |
| official | Augment Code 官网(Cosmos/软件工厂叙事)Augment Code official site (Cosmos / software-factory narrative) | https://www.augmentcode.com |
实测记录Measured runs
本档未跑端到端编码任务;能力结论来自官方文档,编码向测量协议见 protocols/coding/_protocol.md。
实测建议(三条,都指向官方可读页没给的东西):
- Harness 并入后购买/续约路径的实际变化(公告只说资产与团队并入,未给客户迁移细则)
- self-hosted daemon 在真实 CI 里的隔离与审计行为(官方有 daemon-config 页,未做实测)
- Prism 路由的实际模型选择透明度(能否看到每次请求落到哪个模型)
This site has not completed measured runs. The test protocol is at protocols/coding/_protocol.md.
Suggested measurement (three, each pointing at something the official readable pages do not give):
- Actual changes to the purchase/renewal path after the Harness integration (the announcement only covers assets and team joining; no customer migration details)
- Isolation and audit behavior of the self-hosted daemon in real CI (there is an official daemon-config page; not measured)
- Actual transparency of Prism routing's model choice (can you see which model each request lands on)
相关条目Related entries
- DevinDevin同为「异步交付 agent」叙事:Devin 主打云端自主工程师,Augment 主打企业 SDLC 流水线与 self-hosted。Same "async delivery agent" narrative: Devin leads with a cloud autonomous engineer; Augment leads with enterprise SDLC pipelines and self-hosted.
- CursorCursor同为多模型编码平台:Cursor 以编辑器为中心,Augment 以 Cosmos 流水线与 Context Engine 为中心。Both multi-model coding platforms: Cursor centers on the editor; Augment centers on the Cosmos pipeline and the Context Engine.
- Claude Code CLIClaude Code CLI同为终端 agent 对照:Auggie CLI 与 Claude Code 都进 CI/CD,可对照上下文引擎差异。Terminal-agent counterpart: Auggie CLI and Claude Code both enter CI/CD — worth contrasting their context engines.
- Context7Context7另一层 · MCP 工具Other layer · MCP tools
本页由This page is generated from the ai-handbook 数据层生成(CC BY 4.0)。data layer (CC BY 4.0).
方法论与坐标系定义见仓库内For the methodology and coordinate definitions, see METHODOLOGY.md.