AI is shipping code faster than QA can keep up. Here's how to fix that.
AI coding tools tripled our team's output. They also tripled our regression risk.
The problem: AI-generated code is fast, confident, and often subtly wrong in ways that only surface in production. The usual fix โ maintaining Playwright or Cypress suites โ doesn't scale. Every UI change breaks something. Nobody has time to babysit tests.
So we built Toolbar.
The core idea: tests shouldn't be code you maintain. They should be behaviors you describe. "Test that checkout still works." "Validate signup after this PR." Toolbar builds the flows, runs them in a real browser, and auto-heals them as your UI changes.
What it catches that teams typically miss:
Checkout flows broken after an unrelated refactor
OAuth edge cases that only fail on mobile
Regressions from AI code that looked fine in review
Silent failures behind feature flags
Production issues before users report them
If you're shipping fast with AI and QA is becoming the bottleneck โ this is what we built. Happy to answer questions.
