Fix Your AI-Built Playwright Test Suite
End-to-end testing framework for web applications. AI tools generate flaky tests with hardcoded waits, poor selectors, and missing assertions.
Common Playwright issues we find
Problems specific to AI-generated Playwright integrations.
Using hardcoded waits instead of auto-waiting
AI-generated tests use page.waitForTimeout(5000) instead of Playwright's built-in auto-waiting locators, creating slow and flaky tests.
Fragile CSS selectors instead of accessible locators
Generated tests use implementation-specific selectors like '.btn-primary > span:nth-child(2)' instead of role-based locators like getByRole('button', { name: 'Submit' }).
Tests not isolated -- shared state between test cases
AI tools reuse browser context and page state across tests, causing cascading failures when one test modifies state that another depends on.
Missing assertion specificity
Generated tests check that elements exist but don't verify their content, state, or visibility, making tests pass even when the feature is broken.
No test fixtures or page object patterns
AI tools write all test logic inline without fixtures, page objects, or helper functions, creating duplicated code that's impossible to maintain.
Start with a self-serve audit
Get a professional review of your Playwright integration at a fixed price.
Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 checks
- SSL/TLS analysis
- Security headers
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerabilities
- Code quality review
- Dependency audit
- AI pattern analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Tell us about your app
Share your project details and what you need help with.
Get a clear plan
We respond in 24 hours with scope, timeline, and cost.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Why are my AI-generated Playwright tests so flaky?
The number one cause is hardcoded waits (waitForTimeout). Playwright has built-in auto-waiting on locator actions and web-first assertions that handle timing automatically. We replace all hardcoded waits with proper auto-waiting patterns and stable locators.
How do I make my AI-generated tests more maintainable?
AI tools write repetitive inline test code. We refactor tests to use the Page Object Model pattern, custom fixtures for common setup and teardown, and helper functions for repeated actions. This reduces test code by 40-60% and makes failures easier to debug.
Should I rewrite my AI-generated Playwright tests from scratch?
Usually not. The test scenarios AI tools generate are often valid -- it's the implementation that's fragile. We can refactor existing tests to use better selectors, auto-waiting, proper assertions, and page objects without rewriting the test logic.
Related resources
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Need help with your Playwright integration?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.