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AI in Your Product
Automated QA testing with AI browser agents that check your app's key flows after every release
Browser agents click through sign-up, checkout, booking and other critical flows the way a user would, on every release or every night, and report what broke with screenshots — so you hear about bugs before your customers do.
What is automated QA testing with browser agents?
Automated QA testing with browser agents means using software that opens your app in a real browser and works through user flows — clicking, typing, checking results — to confirm they still work after a change. We combine two kinds: scripted tests that repeat the exact same steps reliably, and AI agents that follow instructions in plain language and cope better with layout changes. Together they catch broken flows without someone clicking through the app by hand before every release.
Do you need automated QA testing?
- "We find out sign-up is broken when a customer emails us."
- "Before each release, someone spends hours clicking through the app."
- "A small change in one place keeps breaking something somewhere else."
- "Our no-code app has no tests at all."
- "Payments, emails or integrations sometimes fail silently."
What do we build?
- A list of critical flows agreed with you: the paths where a bug costs money or customers.
- Scripted browser tests for flows that must be checked the same way every time, such as login and checkout.
- AI agent checks described in plain language, for flows that change often or are hard to script.
- Test data and accounts on a test version of your app, so tests never touch real customers or payments.
- Scheduled and on-release runs, nightly or triggered when you deploy.
- Clear reports in Slack or email with what failed, a screenshot or recording and the step where it broke.
How does automated QA testing work?
- Define. We agree on the flows that matter most and what "working" means for each.
- Build. Each flow becomes a scripted test or an AI agent check, whichever is more reliable for it.
- Run. Tests run on a schedule or after each deploy, against a test version of your app.
- Report. Failures are sent to your team with evidence, and passes are logged.
- Maintain. Tests are updated when the app changes on purpose, so they don't raise false alarms.
Scripted tests or AI agents?
| Scripted browser tests | AI browser agents | |
|---|---|---|
| How they're written | Code with exact steps | Instructions in plain language |
| Repeatability | Same steps every time | Can vary between runs |
| When the layout changes | Often need updating | Usually adapt |
| Speed and running cost | Fast and cheap | Slower, with model costs per run |
| Best for | Login, checkout, payments | Exploratory checks and changing screens |
Most apps need mostly scripted tests, with agents where they genuinely help. We decide per flow.
Can you trust AI agents to test your app?
Not on their own. AI agents can misread a screen, take a different path than expected or report a false failure, so a test suite built only on agents would be noisy. That's why the flows that matter most are covered by scripted tests with fixed checks, and agent results are reviewed when they disagree with the scripted ones.
Agents are most useful where scripts are brittle: screens that change often, many similar pages, or quick checks across a whole app after a large release. We track false alarms in the first weeks and tune the suite until reports are worth reading.
What do we test, and with what?
We test web apps built on any platform, including no-code apps. For example:
For Bubble.io apps, tests usually run against the development version, so they check changes before they're deployed to live.
How long does it take and what does it cost?
A first test suite covering your most important flows typically takes 2–4 weeks. Setup starts at $1,500, and monthly care starts at $250 per month. Test runners and AI model usage are paid to the providers and are usually small.
Monthly care covers updating tests as your app changes, adding tests for new features, reviewing failures and keeping the reports clean. Payments are milestone-based, and the launch includes one month of free bug fixing.
When is automated QA testing not a fit?
Good fit when…
- Your app has paying users and releases regularly
- Bugs in key flows cost you money or trust
- Manual testing before releases takes hours
- There's a test version of the app to run against
Not a fit when…
- The app is an early prototype that changes every day
- There's no separate test version or test data
- Releases are rare and a manual check is quick
- Nobody will act on the failure reports
Frequently asked questions
Can AI agents test a web app automatically?
Yes. AI browser agents can follow plain-language instructions to click through a web app and check results. They work best alongside scripted tests: scripts for critical flows that must be checked identically every time, and agents for screens that change often.
Can you add automated tests to a Bubble.io app?
Yes. Browser tests work on Bubble.io apps like any other web app. They usually run against the development version, so changes are checked before they are deployed to live.
Will the tests use real customer data or payments?
No. Tests run against a test version of the app with test accounts and test payment modes, so they never touch real customers or charge real cards.
What happens when a test fails?
Your team gets a report in Slack or email with the flow that failed, the step where it broke and a screenshot or recording. If the failure was caused by an intended change, the test is updated.
How much does automated QA testing cost?
At Webziper, a first test suite starts at $1,500 to set up, with monthly care from $250 per month. Test runner and model costs are paid to the providers and are usually small.
Finding bugs from customer emails?
List the flows in your app that must never break. We'll show you how they'd be tested automatically.
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