Aikido Security 每月有 757,491 次造訪，月增率 +9.6%，定價模式為免費增值。TestDriver 每月有 10,353 次造訪，成長率 +7.1%，定價模式為免費試用、付費、需聯絡報價。
TestDriver is an AI code reviewer that actually runs your app. It executes every pull request in a real desktop sandbox, finds bugs with AI vision, and contributes end-to-end regression tests back to your repository—no selectors, no DOM, no setup.
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | aikido.dev | testdriver.ai |
| 定價模式 | 免費增值 | 免費試用、付費、需聯絡報價 |
| 每月造訪次數 | 75.75萬 (757,491) | 1.04萬 (10,353) |
| 月流量變化量 | +6.63萬 (+9.6%) | +688 (+7.1%) |
| 主要市場與市佔 | 🇺🇸 美國 (25%) | 🇺🇸 美國 (64.8%) |
| 每月直接造訪 | 30.37萬 | 4090 |
| 使用者評分 | 4.4 | 4.4 |
| 支援平台 | 網站 | 網站 |
找出並自動修復漏洞的一體化應用安全平台
在同一條流程中完成 SCA 相依掃描、SAST、AI 程式碼稽核、機密偵測、授權/SBOM 產生、惡意程式偵測與程式碼品質檢查。
AI 過濾誤報並產生修復程式碼或 pull request，縮短分流時間與修復路徑。
涵蓋 CSPM 錯誤設定、IaC 掃描、Kubernetes 與容器映像掃描、虛擬機洞察、DSPM 及雲端攻擊路徑對應。
持續 Web/API 測試、DAST、攻擊面測繪與自主滲透代理，持續驗證真正可利用的風險。
TestDriver is an AI code reviewer that actually runs your app. It executes every pull request in a real desktop sandbox, finds bugs with AI vision, and contributes end-to-end regression tests back to your repository—no selectors, no DOM, no setup.
TestDriver reviews every pull request automatically, reads the diff with its vision agent, and generates end-to-end tests straight from the PR content to prove the new behavior works.
Tests run your actual application in a real desktop sandbox—clicking, typing and reading the screen—so they catch runtime and visual bugs, not just code diffs.
When the UI shifts and a cached element no longer matches, the AI finds it again, updates the cache and continues, so tests survive redesigns without rewrites.
Once a test passes, TestDriver opens a fresh pull request with the generated Vitest test code committed, so coverage lands in your repo alongside the change it protects.
專項更強Deep GitHub pull request code reviews highlighting security issues, but operates strictly as a code reviewer rather than complete AppSec platform.
專項更強Deep GitHub pull request code reviews highlighting security issues, but operates strictly as a code reviewer rather than complete AppSec platform.
自動撰寫、執行並自癒測試套件的代理式端到端測試
讓每個程式碼倉庫保持正軌的 AI 程式碼審查與狀態更新
專為 Web、iOS 與 Android 打造的代理式 AI 品保工程
針對 Web 應用、API 與 GraphQL 的代理式 AI 滲透測試
Automated dynamic vulnerability scanning and penetration testing for web apps, but narrower static code analysis capabilities.
Automated dynamic vulnerability scanning and penetration testing for web apps, but narrower static code analysis capabilities.
