Blog
如何免费让 AI agent 获取 X（Twitter）数据 (2026/10)
搜帖子、读讨论、看主页，不一定要先买 X API。聊聊开源工具，再用 socai 和已登录的 Chrome 跑一次小搜索。
阅读全文 →How to get X (Twitter) data for your AI agent for free (2026/10)
Search posts, read discussions and check profiles without buying X API credits. A quick look at open-source tools and a small search with socai.
Read more →本地浏览器 Agent 并不等于离线：Jev Social 的数据流
浏览器在本机，不代表整条链路不联网。逐层说明 Jev、socai、Chrome、模型服务与本地产物分别会接触哪些数据。
阅读全文 →What local means for a social research agent
A local browser is not a no-network promise. Map the Jev, socai, Chrome, model-provider and local-artifact boundaries before a run.
Read more →怎么给社交媒体 Agent 做基准测试
最快的一次不算基准。Jev Social 会保留失败，测完整链路，并同时公开证据覆盖率、p50 和 p95。
阅读全文 →How to benchmark a social browser agent
Your fastest run is not a benchmark. Jev Social keeps failures, measures the full loop, and reports evidence coverage beside p50 and p95.
Read more →Jev 如何操作社交媒体？
让 agent 去社交平台找内容，怎么就这么费劲？用 Jev 配合 socai，自己搜帖子、看主页、读评论。先从 Instagram 上的 handmade art 试起。
阅读全文 →How to use Jev for social media
Tired of watching your agent struggle with social sites? Try Jev with socai to search posts, open profiles and read comments. Start with handmade art on Instagram.
Read more →小红书自动化会被封号吗？我把 7 个开源工具的源码都读了一遍
逆向 API 还是浏览器自动化、签名与风控怎么过、哪种最容易被封，以及 socai 在这张地图里的位置。七个有代表性的小红书自动化开源项目，逐个读源码。
阅读全文 →Will Xiaohongshu automation get you banned? I read the source of 7 open-source tools
Reverse-engineered API vs browser automation, signing and risk control, which gets banned fastest, and where socai fits. Reading the source of 7 Xiaohongshu tools.
Read more →