How does Shortest relate to Playwright?

Shortest is built on top of Playwright. It handles the browser automation; the AI layer interprets your plain-English steps and decides how to carry them out on the page.

Is Shortest open source?

Yes. It is an open-source project (published under the antiwork organisation on GitHub) that you can install and run in your own pipeline.

How do I pass credentials or test data into a test?

You can pass values such as credentials through an options object, as shown in the sample: shortest('Login to the app using email and password', { username, password }). Environment variables are a common way to supply them in CI.

Does Shortest work in CI/CD?

It integrates with GitHub, so tests can be triggered as part of your CI workflow and run alongside your existing checks.

Shortest 的每月流量與成長趨勢為何？

Shortest 目前每月有 428 次造訪，月流量變化為 -905（成長率 -67.9%）。其主要來源市場為印度（佔比 100%），其中包含每月 165 次直接造訪與每月 — 次自然搜尋造訪。

Shortest 是免費的嗎？其定價模式為何？

Shortest 採用免費定價模式。Free and open source. There is no licence fee to use Shortest; costs come only from the AI model provider and CI minutes you choose to run it on. 支援的帳務與結帳平台包括：未列出。

Shortest — 月造訪量 (428/月)、定價、API 與替代方案

Open AI Tools

Shortest — 月造訪量 (428/月)、定價、API 與替代方案 | Open AI Tools

前 12 大 Shortest 替代方案與競爭對手

同一分類下同類 AI 工具的流量並排比較

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排名	AI 工具	每月造訪次數	月增幅	直接流量占比	價格	正面對決
●	Shortest	428	-67.9%	39% 直接流量	免費	目前產品
1	testRigor	10.59萬	-2.7%	52% 直接流量	免費試用、需聯絡報價、免費	對比 testRigor
2	KaneAI	90.13萬	+13.2%	23% 直接流量	免費增值、付費、需聯絡報價	對比 KaneAI
3	Shiplight AI	3.37萬	-8.2%	41% 直接流量	需聯絡報價	對比 Shiplight AI
4	Autosana	1.21萬	+138.3%	53% 直接流量	免費增值、需聯絡報價	對比 Autosana
5	Virtuoso QA	2.02萬	+84.5%	59% 直接流量	付費、需聯絡報價	對比 Virtuoso QA
6	Katalon	15.81萬	-29.6%	56% 直接流量	免費增值、免費試用、付費、需聯絡報價	對比 Katalon