Agenta 记录了 45,760 月访问量，月度环比增长为 +29.5%，定价为免费增值。LabEx.io 记录了 1,127,110 月访问量，增长率为 -9.3%，定价为免费增值。
LabEx is a hands-on learning platform for Linux, DevOps, cybersecurity, programming, and data science. Instead of watching videos, learners work inside real online terminals and virtual environments to complete structured labs and build portfolio-ready projects.
用于构建、评估与部署 AI Agent 的开源工作空间
从模板或空白开始搭建 Agent，为其配置模型、技能与工具，并在聊天界面、Slack 或 Telegram 中运行。
通过 MCP 接入 Notion、GitHub、HubSpot、Slack、Linear、Drive 等，可在不重写 Agent 的前提下更换工具或技能。
对 Agent 输出打分、收集反馈，并查看每次运行的耗时、Token 用量与成本日志，让改进可被度量。
自行决定哪些动作可无人值守执行、哪些需要审批，同时凭证保存在 Agent 可用但不可读的保险库中。
LabEx is a hands-on learning platform for Linux, DevOps, cybersecurity, programming, and data science. Instead of watching videos, learners work inside real online terminals and virtual environments to complete structured labs and build portfolio-ready projects.
Choose a structured path — Linux, DevOps, cybersecurity, Python, Docker, Kubernetes and more — and progress lab by lab from fundamentals to advanced topics.
Practice inside real online terminals, pre-configured environments, and cloud virtual machines rather than reading passive tutorials.
An AI chatbot powered by ChatGPT that answers technical questions, explains concepts, and helps debug your code while you learn.
Apply each skill by building real projects, from containerized apps to automation scripts, that reinforce what you have learned.
专项更强Muse is Meta's personal AI agent that takes on real everyday tasks — from sorting email and booking reservations to shopping, managing calendars and building fitness plans — using its own secure virtual computer in the cloud.
免费 / 开源在本地或云端运行和构建开源 AI 模型
专项更强Specializes in data science and analytics education with interactive coding exercises, omitting broader Linux and DevOps operations.
专项更强Teaches math, science, and computer science through visual interactive puzzles, but lacks practical terminal environments and Linux labs.
免费 / 开源让多个编程智能体在各自独立的 worktree 中并行运行
免费 / 开源面向生产级 AI 的智能体可观测性、评估与持续改进平台
