專項更強Plans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.

Roark is a QA and observability platform for voice AI agents. It simulates your agent against hundreds of realistic callers before launch, then scores every production call on 500+ audio-native metrics so you can catch failures, prove a fix and verify the improvement in live calls.
攜帶完整技術脈絡錄影回報 Bug
透過瀏覽器擴充功能、iOS App 或 Mac App 直接錄影或截圖。
可取用的主控台日誌、網路請求、使用者事件與裝置資訊隨錄影一併保存。
自動產生標題、摘要與重現步驟,為開發者與代理提供明確起點。
把 Jam 推送到 Linear、Jira 或 Slack 分派,或送入 AI 編碼工具排查。

Roark is a QA and observability platform for voice AI agents. It simulates your agent against hundreds of realistic callers before launch, then scores every production call on 500+ audio-native metrics so you can catch failures, prove a fix and verify the improvement in live calls.
Run your agent against hundreds of realistic personas, accents, background noise and edge cases before a customer ever dials in.
Red-team callers attempt prompt injection, jailbreaks and social engineering to check your agent holds policy under pressure.
Every live call is scored as it lands on more than 500 metrics, with issues filed, alerts fired and traces attached.
Purpose-built audio models measure pronunciation, emotion, vocal stress, pace, interruptions and dead air, not just transcript quality.
專項更強Plans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.

專項更強Unifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.

免費 / 開源面向生產級 AI 的代理可觀測性、評估與持續改進平台
免費 / 開源打造、模擬、評估並監控能自我改進的 AI 代理

免費 / 開源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
免費 / 開源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
專項更強Automatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
專項更強Automatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
免費 / 開源在整個組織內統一 LLM 評估、可觀測性與紅隊測試標準
專項更強執行端到端 AI 測試以尋找應用程式錯誤,用自主驗證取代手動錯誤記錄。

專項更強Automates web and mobile testing across platforms, focusing on end-to-end QA rather than instant bug reporting.
免費 / 開源Openlayer is a platform that tests AI systems before release, monitors them in production, and enforces policy and compliance requirements across every model and agent your company runs.