--- title: "anti-work/shortest: QA via natural language AI tests" url: https://daily.dev/posts/anti-work-shortest-qa-via-natural-language-ai-tests-yitzyzgst source_url: https://github.com/anti-work/shortest type: article source: "Community Picks" published: 2024-12-27T22:16:43.207Z updated: 2024-12-27T22:17:12.317Z tags: ["ai", "devops", "testing", "github"] reading_time: 5 upvotes: 12 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # anti-work/shortest: QA via natural language AI tests **[Community Picks](https://daily.dev/sources/community)** · 5 min read · 12 upvotes · 0 comments ## Summary AI-powered natural language end-to-end testing framework, built on Playwright, integrates with GitHub and supports 2FA. It enables writing tests in natural language and executing them using the Anthropic Claude API. Additionally, it provides lifecycle hooks for pre-and post-test operations, supports GitHub authentication tests, and can be run in CI/CD pipelines. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#devops](https://daily.dev/tags/devops), [#testing](https://daily.dev/tags/testing), [#github](https://daily.dev/tags/github) [View this post on daily.dev](https://daily.dev/posts/anti-work-shortest-qa-via-natural-language-ai-tests-yitzyzgst)