每次 App 发新版本,测试同学都要把主流程重新点一遍:登录、下单、支付、退出……一遍下来一两个小时,版本密集时天天点。这些活其实可以让 AI 替你干。
回归测试的痛点:重复且不能省
回归测试讲究的是「每次都一样」:同样的路径、同样的步骤、同样的检查点。人来做,既枯燥又容易漏;不测,又怕新版本把老功能改坏。
让 AI 接管:示范一遍,天天代跑
做法很简单:把核心路径示范一遍——登录、走完主流程、退出,AnsClaw 录下来之后,设成每天固定时间自动跑。
到了版本更新日,AI 照样按流程走。界面上按钮挪了位置、文案改了说法也没关系,AI 是看懂屏幕再操作的,自己能找到路。
异常怎么办?截图留档,一早可查
每跑一步,AI 都会留下记录:哪一步卡住、页面长什么样,截图存档。第二天上班打开电脑,先看跑测记录——全绿就放心发版,红了直接看截图定位。
适合测什么
- 主流程冒烟:注册、登录、核心下单路径。
- 多机型兼容:几台手机一起连,同一流程各跑一遍。
- 每日定时检查:线上环境每天跑一轮,服务挂了第一时间发现。
流程脚本万一跑不动,AI 会自动接手修正,不用重新录——原理见「App 一改版脚本就废?看看 AI 自动化怎么自愈」。想先试几条现成指令,可以从「32 句话指令清单」里的测试段落抄起。
💡 一句话:回归测试 = 示范一遍 + 定时重放 + 截图留档,人只看结果,不点屏幕。
Every release, QA has to re-walk the main flows by hand: login, order, pay, sign out… an hour or two each pass, and daily during release sprints. AI can take this over.
Why regression testing hurts: repetitive yet unskippable
Regression testing demands sameness: same paths, same steps, same checkpoints. For humans it's tedious and error-prone; skip it, and a new build may break old features.
Let AI take over: demonstrate once, run daily
The recipe is simple: demonstrate the core path once — log in, walk the main flow, sign out — and AnsClaw records it. Set it to run automatically at a fixed time every day.
On release day, the AI walks the flow as usual. Buttons moved or labels changed? No problem — the AI reads the screen before acting and finds its own way.
When something breaks: screenshots on file, ready by morning
Every step is logged: where it got stuck and what the screen looked like, with screenshots saved. Next morning, open the run log — all green means ship it; anything red, check the screenshot and locate the issue.
What it's good for
- Main-flow smoke tests: sign-up, login, the core purchase path.
- Multi-device compatibility: connect several phones and run the same flow on each.
- Daily scheduled checks: run a round against production every day and catch outages early.
If a recorded flow ever stalls, the AI steps in and fixes it on its own — see "App updated and your script broke? How AI automation heals itself". For ready-made commands to try first, borrow from the testing section of the 32-command list.
💡 In one line: regression testing = demonstrate once + scheduled replay + screenshot log. You read results; the AI does the tapping.