Private Beta · Playwright + TypeScript

Next-Generation
QA Automation

Stop writing tests manually. SDET-AI reads your user stories and instantly generates production-grade Playwright + TypeScript end-to-end scripts — with self-healing selectors and cloud execution built in.

Join the Waitlist — Free See It in Action
Join 800+ QA engineers already on the waitlist
94%
Reduction in test authoring time
10×
Faster test suite coverage
99.7%
Selector healing accuracy
<8s
Average script generation time
Core Capabilities

Built for enterprise QA
teams that ship fast

Three AI-powered pillars that eliminate flaky tests, slow feedback loops, and manual maintenance overhead.

LLM-Powered Test Scripting

Feed any Jira, Linear, or Confluence user story into SDET-AI. Our fine-tuned model understands acceptance criteria and generates idiomatic, type-safe Playwright scripts in under 10 seconds — no prompt engineering required.

GPT-4o Gemini 2.0 Fine-tuned Playwright

Self-Healing Selectors

When your DOM changes, our AI watches the diff and automatically rewrites brittle CSS selectors, XPaths, and ARIA roles — keeping your test suite green without a single manual update.

DOM diffing Auto-repair Zero flake ARIA-aware

Cloud Execution Grid

Run thousands of parallel browser sessions across Chromium, Firefox, and WebKit on our globally distributed grid. Sub-60-second full-suite execution with real-time logs and video replays.

Chromium Firefox WebKit Parallel

CI/CD Native Integration

One-line integration with GitHub Actions, GitLab CI, Jenkins, and CircleCI. Tests run on every PR with smart diffing to execute only impacted paths — cutting pipeline time by 60%.

GitHub Actions GitLab CI Jenkins

Intelligent Reporting

AI-generated failure summaries tell you why a test failed, not just what failed. Root-cause attribution, screenshot diffs, and Slack/Jira notifications keep the whole team aligned.

AI summaries Slack Jira Video replay

Enterprise Security

SOC 2 Type II compliant. All code generation runs in isolated sandboxes with zero data retention. SSO via SAML 2.0, RBAC, audit logs, and VPC-peering for on-prem environments.

SOC 2 Type II SAML SSO RBAC VPC
Workflow

From user story to
passing test in seconds

A fully automated pipeline that slots seamlessly into your existing agile workflow.

1. Connect Your Story Source

Integrate with Jira, Linear, Confluence, or paste raw Gherkin. SDET-AI parses acceptance criteria automatically.

2. AI Generates Scripts

Our LLM pipeline generates idiomatic Playwright + TypeScript test files with full type safety and best-practice patterns.

3. Review & Approve

Review generated tests in a diff-style UI. Approve, reject, or regenerate individual test cases with one click.

4. Deploy & Auto-Heal

Merge to your repo. Tests run on every PR. Self-healing AI keeps selectors updated through every sprint.

Live Demo

See the AI at work

Real examples generated by SDET-AI from actual user stories. Production-grade code, zero boilerplate.

login.spec.ts — generated by SDET-AI
All tests passing
1// 🤖 SDET-AI Generated — User Story US-2041
2import { test, expect } from '@playwright/test';
3import { LoginPage } from '../pages/LoginPage';
4
5const VALID_USER: string = process.env.TEST_USER!;
6const VALID_PASS: string = process.env.TEST_PASS!;
7
8test.describe('Login Flow — US-2041', () => {
9
10 test('redirects to /dashboard on success',
11 async ({ page }) => {
12 const login = new LoginPage(page);
13 await login.goto();
14 await login.signIn(VALID_USER, VALID_PASS);
15 await expect(page).toHaveURL('/dashboard');
16 });
17
18 test('shows error toast on bad credentials',
19 async ({ page }) => {
20 await page.goto('/login');
21 await page.getByLabel('Email').fill('bad@test.com');
22 await page.getByLabel('Password').fill('wrong');
23 await page.getByRole('button', { name: 'Sign in' }).click();
24 await expect(page.getByRole('alert')).toContainText('Invalid credentials');
25 });
26});
heal.log — SDET-AI Self-Healing Engine
1 selector healed
1// DOM change detected — healing in progress...
2
3// ❌ BROKEN selector (build v2.4.1)
4await page.locator('#btn-submit-checkout').click();
5// Error: locator('#btn-submit-checkout') → not found
6
7// 🤖 SDET-AI scanning DOM diff...
8// Strategy: semantic role + accessible name matching
9// Confidence: 98.4% — Auto-approving heal
10
11// ✅ HEALED selector (build v2.4.2)
12await page.getByRole('button', {
13 name: 'Place order',
14 exact: true
15}).click();
16
17// PR #847 opened automatically:
18// "chore: heal 1 selector in checkout.spec.ts"
19// Reviewer: @sdet-ai-bot · Ready to merge ✓
checkout.spec.ts — generated by SDET-AI
3 / 3 passing
1// 🤖 SDET-AI — US-3099 E2E Checkout
2import { test, expect } from '@playwright/test';
3import { CartPage, CheckoutPage } from '../pages';
4
5test.describe('E2E Checkout — US-3099', () => {
6
7 test.beforeEach(async ({ page }) => {
8 await page.goto('/products');
9 });
10
11 test('adds item and proceeds to checkout',
12 async ({ page }) => {
13 const cart = new CartPage(page);
14 await cart.addFirstItem();
15 await cart.openCart();
16 await expect(cart.badge).toHaveText('1');
17 await cart.proceedToCheckout();
18 await expect(page).toHaveURL('/checkout');
19 });
20});
Works seamlessly with your existing stack
Early Access

Loved by QA teams
at leading companies

"SDET-AI cut our test authoring time from 2 days per sprint to less than 2 hours. The generated scripts follow Page Object Model patterns out of the box — exactly how our team writes them. It felt like it read our wiki."

AK
Ananya Krishnan
Lead SDET, FinTech SaaS · Bangalore

"The self-healing feature alone saved us 6 hours per release cycle. Every time our front-end team refactors a component, the bot quietly opens a PR and fixes the broken selectors. Zero intervention."

MR
Marcus Reinholt
QA Architect, E-commerce · Berlin

"As an engineering manager I was skeptical AI could produce test code I'd actually merge. SDET-AI proved me wrong. First generation, straight to main. Cloud execution grid means our pipelines never wait on browser slots."

PL
Priya Lakhani
Engineering Manager, HealthTech · Singapore
Limited Early Access · 800+ on waitlist

Stop writing tests.
Start shipping quality.

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