Ovren puts AI frontend and backend engineers on it - they work inside your real codebase, execute scoped tasks, and deliver reviewable code updates.
这代表了一个令人惊讶的AI工程能力跃迁——从代码建议者转变为实际执行者。这种转变意味着AI不再仅仅是辅助工具，而是可以直接在真实代码库中执行任务并产出可审查的代码更新，这可能是AI在软件开发领域最具颠覆性的应用方向。
building and shipping an internal beta product with zero manually written code
这个惊人的实验表明，OpenAI已经能够完全自动化软件开发过程，从代码编写到产品发布，这挑战了传统软件工程的基本假设，暗示了人类程序员可能正在被边缘化。
For example, whereas C programmers have argued for years about where to put their brackets, and whether code should be indented with tabs or spaces, both Rust and Go eliminate such issues completely by using a standard formatting tool (gofmt for Go, rustfmt for Rust) which rewrites your code automatically using the canonical style. It’s not that this particular style is so wonderful in itself: it’s the standardisation which Rust and Go programmers appreciate.
Danger runs after your CI, automating your team's conventions surrounding code review.
Yes, autoexpect is a good tool, but it is used just to automatically create TCL-expect scripts, by watching for user. So it’s can be equal to writing expect-scripts by hand.
Want to use this now? Existing projects A more robust and maintainable way to incorporate this patch into your workflow using patch-package: