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Autonomous web app testing

AI Testing Agents: The Testing Bot for Web Apps

A testing bot that explores your web app, generates Playwright tests, and self-heals when the UI changes. Set up in 1 minute. No coding required.

No credit card required

Wopee.io testing bot mascot representing the AI testing agents that explore web apps, generate Playwright tests, and self-heal them when the UI changes.

What are AI testing agents?

AI testing agents are autonomous software programs that explore a web app, generate and execute test cases, and adapt when the UI changes without human-written scripts. Wopee.io's testing bot crawls your application from one URL, discovers user flows, and generates Playwright tests that run across browsers. When the interface changes, tests self-heal instead of breaking, so your team can focus on shipping rather than fixing flaky tests.

Dive deeper in our guide AI Testing Agents in 2026: Hype, Reality, and What Actually Works, or plug the agents into LLM workflows with the Wopee.io MCP server.

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The bottlenecks a testing bot removes

Complex tools and manual testing delay testers.

Manual methods miss bugs and produce inconsistent results.

Existing solutions demand coding and complicated setup.

High maintenance and lack of support increase the human error rate.

Flaky tests erode trust. Engineers babysit brittle suites instead of shipping.

Traditional test frameworks are time-consuming and frustrating to maintain.

Wopee.io vs manual testing

Test preparation

Manual testing

Requires coding and complicated setup.

With Wopee.io agents

10x Quicker preparation

Point the testing bot at any web app and it starts exploring immediately.

Test maintenance

Manual testing

Traditional test frameworks break with every UI change.

With Wopee.io agents

30 - 40% Cheaper maintenance

Tests self-heal instead of breaking.

Test coverage

Manual testing

Manual methods miss bugs and lead to inconsistent results.

With Wopee.io agents

5x Higher coverage

Agents autonomously crawl your application and discover user flows.

Test execution

Manual testing

Testers face delays due to complex tools and manual testing.

With Wopee.io agents

50 - 70% Quicker execution

Multi-browser execution, results ready in 2 minutes.

No credit card required

Your autonomous testing bot for web apps

Point it at a URL. Wopee.io agents explore your app, generate Playwright tests, and self-heal them when the UI changes.

How it works

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1. Effortless setup:

Get started in 1 minute

Point the testing bot at any web app. It starts exploring immediately, with no scripts, selectors, or programming required. The agent autonomously crawls your application, discovers user flows, and generates Playwright test cases.

Wopee.io results dashboard showing autonomous test runs with screenshots, traces, and video recordings after the testing bot executes generated Playwright tests across browsers.

2. Autonomous testing:

Results ready in 2 minutes

Your AI agent runs generated tests across browsers, with visual and functional validations. When your UI changes, tests self-heal instead of breaking. Within minutes, you get detailed results with screenshots, traces, and video recordings.

Visual comparison view in Wopee.io where a reviewer approves a visual baseline update with a single click after the testing bot detects a UI change.

3. Simplified maintenance:

Adapt and optimize with ease

Traditional test frameworks break with every UI change. Wopee.io agents adapt automatically. Approve visual baseline updates with a single click or report bugs directly. Your team focuses on shipping, not fixing flaky tests.

...and there is much more!

AI-powered test generation
Scheduled test runs
Video recording and traces
Self-healing tests
Playwright test export
Multi-browser execution
Autonomous visual testing
Exploratory testing
Mobile browser testing
Autonomous functional testing
Multi-configuration support
Priority-based testing

How self-healing works

"Self-healing" is easy to claim. Here is what actually happens inside Wopee.io's agents when your UI changes.

  1. Accessibility-tree locators first

    The agent reads your app's accessibility tree. It targets elements by ARIA roles first, then attributes like data-testid, with visual coordinates as the last resort. If one strategy fails, the next takes over automatically. Generated Playwright code follows the same fallback hierarchy.

  2. Self-troubleshooting sub-agent

    When a step keeps failing, the agent spawns a focused sub-agent in the same live browser. It takes a fresh accessibility snapshot, inspects the page through a devtools lens, and returns a diagnosis that unsticks the run. Reporting an issue or asking a human comes last.

  3. Per-project skills that compound

    The agent keeps skills for each project: knowledge about your app it picks up while testing. Skills load at the start of every run and get updated after it. The more the agent runs, the better it knows your app.

Why this beats rewriting broken scripts: self-healing in software test automation.

Evidence, not vibes

You don't have to trust the agent's word. Every verdict ships with proof you can inspect.

Screenshots, traces, run history

Every run includes screenshots, traces, and run history. When something fails, you replay exactly what the agent saw and did.

One-click baseline approvals

Visual changes are queued for your review. Auto-approved only where you explicitly enable it. You approve visual baseline updates with a single click, or report a bug directly.

You review before it merges

Results are ready for review before anything merges. You review generated tests and own the test strategy. The tests are standard Playwright code you can export and run in your own CI/CD. No lock-in.

Join the visionaries shaping the future

Trusted by the technology leaders & innovators

“Wopee showcased its potential to save us valuable time and effort in maintaining the visual integrity of our application”

Livesport, The fastest sports information and scores provider from 35+ sports to 100M people worldwide (60+ web and mobile apps)

Martin Šimon

Martin Šimon

Test Automation Lead

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AI testing for your stack

All guides →

Guides for the framework you build on, the industry you ship into, and the testing job in front of you.

AI testing agents: frequently asked questions

Optimize your web app testing process with Wopee.io

Set up in minutes, get results in seconds, no coding needed.

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