AI-Powered Test Generation & Refinement

Review, refine, and approve AI-generated test suites with our intuitive interface—giving your team complete control.

Human-in-the-Loop Testing

AI Proposes

After Aether explores your application, our AI generates comprehensive test proposals organized by user journey, feature, and priority.

  • ✓
    Smart Grouping: Tests are organized by feature and user flow
  • ✓
    Priority Scoring: Critical paths highlighted first
  • ✓
    BDD Format: Clear, readable test descriptions
PROPOSED TEST
✨ User can complete checkout flow
Priority: High
PROPOSED TEST
✨ Cart persists across sessions
Priority: Medium
PROPOSED TEST
✨ Invalid coupon shows error
Priority: Medium
✨ Test: User can checkout
Steps: Navigate to product → Add to cart → Enter shipping → Complete payment

Your Team Refines

Review each proposal and decide: accept as-is, edit to refine, or reject if not needed. Your domain expertise guides the AI.

  • ✓
    One-Click Accept: Approve tests that look good immediately
  • ✓
    Inline Editing: Modify descriptions, steps, or assertions
  • ✓
    Smart Rejection: AI learns from your feedback

Playwright Code Generated

Approved tests are instantly converted into clean, maintainable Playwright code that you own completely.

  • ✓
    Production Ready: No additional setup required
  • ✓
    Version Controlled: Tests live in your repo
  • ✓
    CI/CD Ready: Run in your existing pipeline
import { test, expect } from '@playwright/test';
test('user can checkout', async ({ page }) => {
await page.goto('/products');
await page.click('.add-to-cart');
await expect(page).toHaveURL('/cart');
await page.fill('#email', 'test@example.com');
await page.click('#checkout-btn');
await expect(page).toHaveURL(/\/success/);
});

The Best of Both Worlds

AI Speed

Generate comprehensive test coverage in hours instead of weeks. Let AI handle the repetitive work of writing boilerplate test code.

Human Judgment

Your team's domain expertise ensures test quality and relevance. You decide what gets tested and how.

See the Workflow in Action

Watch how teams review and refine AI-generated tests in our live demo.