Cursor testing

E2E Tests Timing Out in Cursor-Generated Test Suites

End-to-end tests generated by Cursor using Playwright, Cypress, or Selenium time out during execution. Tests hang waiting for elements that never appear, pages that never load, or network requests that never complete. The tests work sometimes but fail intermittently, making your test suite unreliable and CI pipelines unpredictable.

E2E test flakiness is the number one reason teams abandon automated testing. Cursor generates tests that follow the happy path but don't account for the asynchronous, timing-dependent nature of real browser interactions. The AI writes selectors for elements that may not exist yet, clicks buttons before they're interactive, and asserts content that loads asynchronously.

The result is a test suite that passes locally (where the app is fast) but fails in CI (where resources are limited and the app is slower), or passes 80% of the time and fails randomly on the other 20%.

Error Messages You Might See

TimeoutError: Waiting for selector "button.submit" exceeded 30000ms TimeoutError: page.waitForNavigation: Timeout 30000ms exceeded Error: Element is not visible or not an HTMLElement CypressError: Timed out retrying after 4000ms: Expected to find element: '[data-cy=result]' Test timeout of 60000ms exceeded
TimeoutError: Waiting for selector "button.submit" exceeded 30000msTimeoutError: page.waitForNavigation: Timeout 30000ms exceededError: Element is not visible or not an HTMLElementCypressError: Timed out retrying after 4000ms: Expected to find element: '[data-cy=result]'Test timeout of 60000ms exceeded

Common Causes

  • Static waits instead of dynamic waits — Cursor uses await page.waitForTimeout(3000) instead of waiting for specific elements or conditions, which is both slow and unreliable
  • Fragile CSS selectors — Tests use selectors like .sc-bdfBwQ.iQNHGt (auto-generated class names) that change every build, or deeply nested selectors that break with minor DOM changes
  • Missing API/network wait — The test clicks a submit button and immediately checks for a success message, without waiting for the API request to complete
  • Element not interactable — The test tries to click an element that's rendered but covered by a modal, loading overlay, or tooltip
  • CI environment is slower — Tests assume fast load times from local development. CI runners have less CPU/memory, making everything slower and timing-dependent tests fail
  • Navigation not awaited — The test clicks a link that triggers navigation but checks for content before the new page loads

How to Fix It

  1. Use data-testid attributes — Add data-testid="submit-button" to important elements and select with page.getByTestId('submit-button'). These are stable across builds and style changes
  2. Wait for specific conditions, not time — Replace waitForTimeout with await page.waitForSelector('[data-testid="success-message"]') or Playwright's auto-waiting assertions like await expect(page.getByText('Success')).toBeVisible()
  3. Wait for network idle after actions — Use await page.waitForLoadState('networkidle') or await page.waitForResponse(url => url.includes('/api/submit')) after form submissions
  4. Increase default timeout for CI — Set timeout: 60000 in your Playwright/Cypress config for CI environments while keeping shorter timeouts locally
  5. Use Playwright's built-in auto-waiting — Playwright's click(), fill(), and expect() methods auto-wait for elements to be visible and interactive. Use these instead of manual waits
  6. Add retry logic for flaky assertions — Use Playwright's expect().toBeVisible({ timeout: 10000 }) or Cypress's built-in retry-ability to handle timing variations

Real developers can help you.

MFox MFox Full-stack professional senior engineer (15+years). Extensive experience in software development, qa, and IP networking. rayush33 rayush33 JavaScript (React.js, React Native, Node.js) Developer with demonstrated industry experience of 4+ years, actively looking for opportunities to hone my skills as well as help small-scale business owners with solutions to technical problems Matt Butler Matt Butler Software Engineer @ AWS Jacek Rozanski Jacek Rozanski Senior PHP/Symfony developer and DevOps engineer with 20+ years of professional experience, running opcode.pl (web development agency, est. 2004). Day job: I'm the sole backend developer at merketing company where I own and maintain 11 PHP/Symfony microservices on AWS (ECS Fargate, RDS, S3, CloudFront), handle the full CI/CD pipeline (Bitbucket Pipelines, Docker), and manage monitoring with Sentry and CloudWatch. These services handle high request volumes in production every month. What I bring to AI-built apps: - I audit and fix security issues (OWASP methodology), performance bottlenecks, and architectural problems in codebases generated by Cursor, Claude Code, Lovable, Bolt, and v0 - I refactor AI-generated prototypes into production-grade applications with proper error handling, testing, and clean architecture (SOLID, DDD, hexagonal architecture) - I set up the infrastructure AI tools don't touch: AWS hosting, CI/CD pipelines, automated deployments, database optimization, monitoring, and alerting - I integrate external services: payment providers, email systems, partner APIs, SSO/auth Tech stack: PHP 8.x, Symfony, React, Next.js, PostgreSQL, MySQL, Docker, AWS (ECS, RDS, S3, SQS/SNS, CloudFront), Terraform, Supabase. I also use AI tools daily (Claude Code, Cursor) in my own workflow, so I understand both the strengths and the gaps in AI-generated code. Based in Poland (CET timezone). Available for async work and calls during EU/US business hours. legrab legrab I'll fill this later zipking zipking I am a technologist and product builder dedicated to creating high-impact solutions at the intersection of AI and specialized markets. Currently, I am focused on PropScan (EstateGuard), an AI-driven SaaS platform tailored for the Japanese real estate industry, and exploring the potential of Archify. As an INFJ-T, I approach development with a "systems-thinking" mindset—balancing technical precision with a deep understanding of user needs. I particularly enjoy the challenge of architecting Vertical AI SaaS and optimizing Small Language Models (SLMs) to solve specific, real-world business problems. Whether I'm in a CTO-level leadership role or hands-on with the code, I thrive on building tools that turn complex data into actionable value. Krishna Sai Kuncha Krishna Sai Kuncha Experienced Professional Full stack Developer with 8+ years of experience across react, python, js, ts, golang and react-native. Developed inhouse websearch tooling for AI before websearch was solved : ) Basel Issmail Basel Issmail ’m a Senior Full-Stack Developer and Tech Lead with experience designing and building scalable web platforms. I work across the full development lifecycle, from translating business requirements into technical architecture to delivering reliable production systems. My work focuses on modern web technologies, including TypeScript, Angular, Node.js, and cloud-based architectures. I enjoy solving complex technical problems and helping teams turn product ideas and prototypes into working platforms that can grow and scale. In addition to development, I often collaborate closely with product managers, business analysts, designers, and QA teams to ensure that solutions align with both technical and business goals. I enjoy working with startups and product teams where I can contribute both as a hands-on engineer and as a technical partner in designing and delivering impactful software. Luca Liberati Luca Liberati I work on monoliths and microservices, backends and frontends, manage K8s clusters and love to design apps architecture ISHANTDEEP SINGH ISHANTDEEP SINGH Senior Software Engineer with 7+ years of experience in React, JavaScript, TypeScript, Next.js, and Node.js. I’ve also worked as a tech lead for startups, owning end-to-end technical execution including architecture, development, scaling, and delivery. I bring a strong mix of hands-on coding, product thinking, and technical leadership, and I’m comfortable building products from scratch as well as improving and scaling existing systems.

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Frequently Asked Questions

How do I make E2E tests less flaky?

Three key practices: 1) Never use fixed timeouts (waitForTimeout), always wait for specific conditions. 2) Use stable selectors (data-testid) instead of CSS classes or XPath. 3) Wait for network requests to complete before asserting results. Also run tests in a consistent environment with controlled test data.

Should I run E2E tests in CI on every commit?

Run fast unit tests on every commit. Run E2E tests on pull requests and before deployments. E2E tests are slow and resource-intensive, so running them on every commit slows down the feedback loop. Use parallelization and test sharding to speed them up when you do run them.

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