Eliminate flaky E2E tests with AI-powered failure analysis and auto-fixes
E2E tests for asynchronous flows fail flakily due to unpredictable timing and race conditions.
FlakeShield integrates with Cypress and Playwright to capture test runs, uses AI to detect timing and race issues in async flows, and generates precise wait commands or retries. Upload your test logs or run tests directly in our cloud, get instant diagnostics and code snippets to make tests rock-solid. No more chasing ghosts—achieve 99% pass rates effortlessly.
Test automation engineers and QA developers using tools like Cypress or Playwright for E2E testing in React/Node.js apps with async operations
AI specifically trained on async E2E failure patterns from React/Node apps, providing one-click fix code generation unlike generic test runners
professional
Upload Cypress/Playwright logs for instant flake detection
ML analyzes async timing issues and pinpoints root causes
Generates copy-paste wait/retry code snippets
Run tests in isolated cloud env with flake protection
Track flake reduction over time with historical trends
Share reports and fixes across QA teams
Fine-tune model on your app's async patterns
Notifications for test runs and fixes
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| config | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| project_id | uuid | No |
| log_data | text | No |
| diagnosis | text | Yes |
| fix_suggestion | text | Yes |
| pass_rate | float | Yes |
| created_at | timestamp | No |
Relationships:
/api/projectsCreate new project
/api/test-runsUpload log and analyze
/api/test-runs/:idGet run details and fixes
/api/dashboardFetch pass rates
/api/run-cloudTrigger cloud test run
No cloud runs
1 team seat
5 seats
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 50 | 2% | $37 | $444 |
| Month 6 | 500 | 5% | $925 | $11,100 |
AI detects async races in Cypress/Playwright and auto-generates fixes—boost pass rates to 99% instantly.
Post in r/cypressio and r/QualityAssurance with 'Free beta for flaky test sufferers', DM 10 responders for 1:1 calls, offer lifetime Pro for feedback and case study.
Native integration
No AI flake fixing
Specialized AI for async flakes
Cross-browser
Generic, no flake AI
Async-specific diagnosis
Proprietary dataset of labeled flake failures for AI training, growing with user runs
Rise of complex React/Node SPAs with heavy async (Tanstack Query, SWR) making flakes epidemic; AI tools mature for test analysis
AI accuracy on diverse apps
Start with React/Node presets, user feedback loop
Low awareness of niche pain
Targeted Reddit/Twitter outreach
Cloud runner scaling
Use Vercel/Supabase limits initially
Success: 5 confirm pain and WOYOP
Success: 80% report flake reduction
Success: 100 signups
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