是全端,不是程式碼片段
Cursor 和 Copilot 提供函式建議;Bolt 和 v0 生成前端。Alex 將前端、後端邏輯、資料庫、登入、Stripe 付款和部署整合成一個可正常運作的產品,你當天就能上線。
Alex·EngineerAlex writes the code, deploys it, and works with the rest of your AI Team so the product ships, not just compiles.
Real apps, not just demos.
v0 and bolt.new generate a slick frontend. Backend, auth, billing, integrations, and deployment are still on you. Alex builds full-stack and ships, not just compiles.
PRD in Notion. Tickets in Linear. Design in Figma. Code in your IDE. Each handoff loses the why. Alex works with shared AI Team context so he knows which keyword the page targets and which event tracks the action.
A working build on localhost is not a product. Alex deploys to a shareable URL inside the same workflow, so the result is something you put in front of a customer today.
從你的第一個提示詞到交付成果——這就是 Alex 的實際運作方式。
根據架構決策產生檔案樹、路由、資料模型和模組邊界。
前端、後端邏輯、資料庫、登入和管理流程已全部串接完成——不是示範,而是可運作的應用程式。
Auth、Stripe、電子郵件與第三方 API 可透過設定接入,而不是依賴你必須維護的膠水程式碼。
推送到 Atoms Cloud(或匯出到 GitHub),並顯示差異,讓你在流量到來前完成核准。
Frontend, backend, database, and integration code written in the Editor with consistent patterns.
See the app running while Alex builds it, so you catch issues during development.
Run builds, tests, and scripts the same way an engineer does, with the agent in the loop.
Alex deploys the app to a shareable URL so the result is a real product, not a local build.
Applies SEO, copy, analytics, and design decisions from the rest of the team without re-explaining.
Coordinated changes across files when a feature touches more than one part of the codebase.
Comfortable with current web stacks including TypeScript, React, Vue, Node, Postgres, and common SaaS APIs.
手動打造的工作流程緩慢、仰賴人工且工具繁雜。將滑鼠懸停在任一卡片上,查看為何每項提升都很重要。
正從 Cursor 轉來?以下就是 Alex 更勝一籌的地方。
Cursor 和 Copilot 提供函式建議;Bolt 和 v0 生成前端。Alex 將前端、後端邏輯、資料庫、登入、Stripe 付款和部署整合成一個可正常運作的產品,你當天就能上線。
單一助理工具會在彼此隔離的情況下重寫每個檔案。Alex 在動手寫程式前會先閱讀 Bob 的架構決策和 Emma 的規格,因此建置結果會符合系統設計,而不是到第二天就開始偏離。
Lovable 和大多數「AI builder」平台都會把你留在他們的伺服器上。Alex 可依需求將乾淨的程式碼匯出到 GitHub。你隨時都可以把程式碼庫交給一支真人工程師團隊——沒有平台綁定。
| 功能 | Atoms 推薦 | Cursor |
|---|---|---|
| 輸出 | 可運作的全端應用程式 | 程式碼建議 |
| 讀取架構決策 | 是 | 單檔案上下文 |
| 自動部署 | 一鍵直達 Atoms Cloud | 你來搭建 CI/CD |
| 資料庫 + 驗證已接入 | 開箱即用 | 你來接入它 |
| 匯出到 GitHub | 程式碼乾淨,無綁定 | 從第一天起就是你的程式碼倉庫 |
Alex 並不是單獨工作。以下是你與完整團隊協作建置時,各項交接如何落地。
Concrete products Alex builds and deploys with the rest of your AI Team.
Auth, billing, core feature, and dashboard, deployed live so you can show it to users today.
Internal tools and dashboards built fast so your team stops living in spreadsheets.
Marketing and landing pages with SEO from Sarah and ad copy from Adrian already wired in.
AI features and tools wired to LLM providers with the right prompts and guardrails.
Stripe, OAuth, third-party data, and webhooks connected and tested.
Working prototypes you can put in front of users instead of slide-deck mockups.
@Alex build the referral program from Emma's PRD. Wire the schema, build the dashboard, add Stripe payouts, and deploy to a live URL. Apply David's tracking spec for the share and redeem events while you are in there.
@Alex deploy the /invoicing page Sarah wrote. Wire the meta and JSON-LD into the head, add the lead form, and connect it to the Adrian campaign as the destination URL.
@Alex the staging build is failing on the payments page. Run the Terminal logs, find the root cause, propose the fix with reasoning, and apply it once I approve.
@Alex add Stripe Connect for marketplace payouts. Map the schema with Bob, write the integration, handle webhook retries, and add David's tracking for successful and failed payouts.
沒有任何一個智能體是單獨工作的。點選任一隊友,即可查看他們如何處理您產品中的那一部分。
Stop juggling specs, code editors, and deploy scripts. Let Alex build and ship the whole product with your AI Team in Atoms.