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Playwright Testing

E2E testing with Playwright - Page Objects, cross-browser, CI/CD

Web & Browser Automation|v1|Updated 7/14/2026|GitHub source
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# Playwright E2E Testing Skill


For end-to-end testing of web applications with Playwright - cross-browser, fast, reliable.

**Sources:** [Playwright Best Practices](https://playwright.dev/docs/best-practices) | [Playwright Docs](https://playwright.dev/docs/intro) | [Better Stack Guide](https://betterstack.com/community/guides/testing/playwright-best-practices/)

---

## Setup

### Installation

```bash
# New project
npm init playwright@latest

# Existing project
npm install -D @playwright/test
npx playwright install
```

### Configuration

```typescript
// playwright.config.ts
import { defineConfig, devices } from '@playwright/test';

export default defineConfig({
  testDir: './e2e',
  fullyParallel: true,
  forbidOnly: !!process.env.CI,
  retries: process.env.CI ? 2 : 0,
  workers: process.env.CI ? 1 : undefined,
  reporter: [
    ['html'],
    ['list'],
    process.env.CI ? ['github'] : ['line'],
  ],

  use: {
    baseURL: process.env.BASE_URL || 'http://localhost:3000',
    trace: 'on-first-retry',
    screenshot: 'only-on-failure',
    video: 'retain-on-failure',
  },

  projects: [
    // Auth setup - runs once before all tests
    { name: 'setup', testMatch: /.*\.setup\.ts/ },

    {
      name: 'chromium',
      use: { ...devices['Desktop Chrome'] },
      dependencies: ['setup'],
    },
    {
      name: 'firefox',
      use: { ...devices['Desktop Firefox'] },
      dependencies: ['setup'],
    },
    {
      name: 'webkit',
      use: { ...devices['Desktop Safari'] },
      dependencies: ['setup'],
    },
    // Mobile viewports
    {
      name: 'mobile-chrome',
      use: { ...devices['Pixel 5'] },
      dependencies: ['setup'],
    },
    {
      name: 'mobile-safari',
      use: { ...devices['iPhone 12'] },
      dependencies: ['setup'],
    },
  ],

  // Start dev server before tests
  webServer: {
    command: 'npm run dev',
    url: 'http://localhost:3000',
    reuseExistingServer: !process.env.CI,
    timeout: 120 * 1000,
  },
});
```

---

## Project Structure

```
project/
├── e2e/
│   ├── fixtures/
│   │   ├── auth.fixture.ts      # Auth fixtures
│   │   └── test.fixture.ts      # Extended test with fixtures
│   ├── pages/
│   │   ├── base.page.ts         # Base page object
│   │   ├── login.page.ts        # Login page object
│   │   ├── dashboard.page.ts    # Dashboard page object
│   │   └── index.ts             # Export all pages
│   ├── tests/
│   │   ├── auth.spec.ts         # Auth tests
│   │   ├── dashboard.spec.ts    # Dashboard tests
│   │   └── checkout.spec.ts     # Checkout flow tests
│   ├── utils/
│   │   ├── helpers.ts           # Test helpers
│   │   └── test-data.ts         # Test data factories
│   └── auth.setup.ts            # Global auth setup
├── playwright.config.ts
└── .auth/                        # Stored auth state (gitignored)
```

---

## Locator Strategy (Priority Order)

Use locators that mirror how users interact with the page:

```typescript
// ✅ BEST: Role-based (accessible, resilient)
page.getByRole('button', { name: 'Submit' })
page.getByRole('textbox', { name: 'Email' })
page.getByRole('link', { name: 'Sign up' })
page.getByRole('heading', { name: 'Welcome' })

// ✅ GOOD: User-facing text
page.getByLabel('Email address')
page.getByPlaceholder('Enter your email')
page.getByText('Welcome back')
page.getByTitle('Profile settings')

// ✅ GOOD: Test IDs (stable, explicit)
page.getByTestId('submit-button')
page.getByTestId('user-avatar')

// ⚠️ AVOID: CSS selectors (brittle)
page.locator('.btn-primary')
page.locator('#submit')

// ❌ NEVER: XPath (extremely brittle)
page.locator('//div[@class="container"]/button[1]')
```

### Chaining Locators

```typescript
// Narrow down to specific section
const form = page.getByRole('form', { name: 'Login' });
await form.getByRole('textbox', { name: 'Email' }).fill('user@example.com');
await form.getByRole('button', { name: 'Submit' }).click();

// Filter within a list
const productCard = page.getByTestId('product-card')
  .filter({ hasText: 'Pro Plan' });
await productCard.getByRole('button', { name: 'Buy' }).click();
```

---

## Page Object Model

### Base Page

```typescript
// e2e/pages/base.page.ts
import { Page, Locator } from '@playwright/test';

export abstract class BasePage {
  constructor(protected page: Page) {}

  async navigate(path: string = '/') {
    await this.page.goto(path);
  }

  async waitForPageLoad() {
    await this.page.waitForLoadState('networkidle');
  }

  // Common elements
  get header() {
    return this.page.getByRole('banner');
  }

  get footer() {
    return this.page.getByRole('contentinfo');
  }

  // Common actions
  async clickNavLink(name: string) {
    await this.header.getByRole('link', { name }).click();
  }
}
```

### Page Implementation

```typescript
// e2e/pages/login.page.ts
import { Page, expect } from '@playwright/test';
import { BasePage } from './base.page';

export class LoginPage extends BasePage {
  readonly emailInput: Locator;
  readonly passwordInput: Locator;
  readonly submitButton: Locator;
  readonly errorMessage: Locator;

  constructor(page: Page) {
    super(page);
    this.emailInput = page.getByLabel('Email');
    this.passwordInput = page.getByLabel('Password');
    this.submitButton = page.getByRole('button', { name: 'Sign in' });
    this.errorMessage = page.getByRole('alert');
  }

  async goto() {
    await this.navigate('/login');
  }

  async login(email: string, password: string) {
    await this.emailInput.fill(email);
    await this.passwordInput.fill(password);
    await this.submitButton.click();
  }

  async expectError(message: string) {
    await expect(this.errorMessage).toContainText(message);
  }

  async expectLoggedIn() {
    await expect(this.page).toHaveURL(/.*dashboard/);
  }
}
```

```typescript
// e2e/pages/dashboard.page.ts
import { Page, Locator, expect } from '@playwright/test';
import { BasePage } from './base.page';

export class DashboardPage extends BasePage {
  readonly welcomeHeading: Locator;
  readonly userMenu: Locator;
  readonly logoutButton: Locator;

  constructor(page: Page) {
    super(page);
    this.welcomeHeading = page.getByRole('heading', { name: /welcome/i });
    this.userMenu = page.getByTestId('user-menu');
    this.logoutButton = page.getByRole('button', { name: 'Logout' });
  }

  async goto() {
    await this.navigate('/dashboard');
  }

  async logout() {
    await this.userMenu.click();
    await this.logoutButton.click();
  }

  async expectWelcome(name: string) {
    await expect(this.welcomeHeading).toContainText(name);
  }
}
```

### Export All Pages

```typescript
// e2e/pages/index.ts
export { BasePage } from './base.page';
export { LoginPage } from './login.page';
export { DashboardPage } from './dashboard.page';
```

---

## Authentication

### Global Auth Setup

```typescript
// e2e/auth.setup.ts
import { test as setup, expect } from '@playwright/test';
import path from 'path';

const authFile = path.join(__dirname, '../.auth/user.json');

setup('authenticate', async ({ page }) => {
  // Go to login page
  await page.goto('/login');

  // Login with test credentials
  await page.getByLabel('Email').fill(process.env.TEST_USER_EMAIL!);
  await page.getByLabel('Password').fill(process.env.TEST_USER_PASSWORD!);
  await page.getByRole('button', { name: 'Sign in' }).click();

  // Wait for auth to complete
  await expect(page).toHaveURL(/.*dashboard/);

  // Save auth state for reuse
  await page.context().storageState({ path: authFile });
});
```

### Using Auth in Tests

```typescript
// playwright.config.ts
export default defineConfig({
  projects: [
    { name: 'setup', testMatch: /.*\.setup\.ts/ },
    {
      name: 'chromium',
      use: {
        ...devices['Desktop Chrome'],
        storageState: '.auth/user.json',
      },
      dependencies: ['setup'],
    },
  ],
});
```

### Tests Without Auth

```typescript
// e2e/tests/public.spec.ts
import { test } from '@playwright/test';

// Override to skip auth
test.use({ storageState: { cookies: [], origins: [] } });

test('homepage loads for anonymous users', async ({ page }) => {
  await page.goto('/');
  await expect(page.getByRole('heading', { name: 'Welcome' })).toBeVisible();
});
```

---

## Writing Tests

### Basic Test Structure

```typescript
// e2e/tests/auth.spec.ts
import { test, expect } from '@playwright/test';
import { LoginPage } from '../pages';

test.describe('Authentication', () => {
  test.beforeEach(async ({ page }) => {
    // Skip stored auth for login tests
    await page.context().clearCookies();
  });

  test('successful login redirects to dashboard', async ({ page }) => {
    const loginPage = new LoginPage(page);

    await loginPage.goto();
    await loginPage.login('user@example.com', 'password123');
    await loginPage.expectLoggedIn();
  });

  test('invalid credentials show error', async ({ page }) => {
    const loginPage = new LoginPage(page);

    await loginPage.goto();
    await loginPage.login('wrong@example.com', 'wrongpass');
    await loginPage.expectError('Invalid email or password');
  });

  test('empty form shows validation errors', async ({ page }) => {
    const loginPage = new LoginPage(page);

    await loginPage.goto();
    await loginPage.submitButton.click();

    await expect(page.getByText('Email is required')).toBeVisible();
    await expect(page.getByText('Password is required')).toBeVisible();
  });
});
```

### User Flow Tests

```typescript
// e2e/tests/checkout.spec.ts
import { test, expect } from '@playwright/test';

test.describe('Checkout Flow', () => {
  test('complete purchase flow', async ({ page }) => {
    // 1. Browse products
    await page.goto('/products');
    await page.getByTestId('product-card')
      .filter({ hasText: 'Pro Plan' })
      .getByRole('button', { name: 'Add to cart' })
      .click();

    // 2. View cart
    await page.getByRole('link', { name: 'Cart' }).click();
    await expect(page.getByText('Pro Plan')).toBeVisible();
    await expect(page.getByTestId('cart-total')).toContainText('$29.99');

    // 3. Checkout
    await page.getByRole('button', { name: 'Checkout' }).click();

    // 4. Fill payment (use Stripe test card)
    const stripeFrame = page.frameLocator('iframe[name*="stripe"]');
    await stripeFrame.getByPlaceholder('Card number').fill('4242424242424242');
    await stripeFrame.getByPlaceholder('MM / YY').fill('12/30');
    await stripeFrame.getByPlaceholder('CVC').fill('123');

    // 5. Complete purchase
    await page.getByRole('button', { name: 'Pay now' }).click();

    // 6. Verify success
    await expect(page).toHaveURL(/.*success/);
    await expect(page.getByRole('heading', { name: 'Thank you' })).toBeVisible();
  });
});
```

---

## Assertions

### Web-First Assertions (Auto-Wait)

```typescript
// ✅ These wait and retry automatically
await expect(page.getByRole('button')).toBeVisible();
await expect(page.getByRole('button')).toBeEnabled();
await expect(page.getByRole('button')).toHaveText('Submit');
await expect(page).toHaveURL('/dashboard');
await expect(page).toHaveTitle(/Dashboard/);

// ❌ Avoid manual waits
await page.waitForTimeout(3000);  // NEVER do this
```

### Soft Assertions

```typescript
// Continue test even if assertion fails
await expect.soft(page.getByTestId('price')).toHaveText('$29.99');
await expect.soft(page.getByTestId('stock')).toHaveText('In Stock');

// Fail at end if any soft assertions failed
```

### Common Assertions

```typescript
// Visibility
await expect(locator).toBeVisible();
await expect(locator).toBeHidden();
await expect(locator).toBeAttached();

// Text content
await expect(locator).toHaveText('exact text');
await expect(locator).toContainText('partial');
await expect(locator).toHaveValue('input value');

// State
await expect(locator).toBeEnabled();
await expect(locator).toBeDisabled();
await expect(locator).toBeChecked();
await expect(locator).toBeFocused();

// Count
await expect(locator).toHaveCount(5);

// Page
await expect(page).toHaveURL('/dashboard');
await expect(page).toHaveTitle('Dashboard | App');
await expect(page).toHaveScreenshot('dashboard.png');
```

---

## Mocking & Network

### Mock API Responses

```typescript
test('shows error when API fails', async ({ page }) => {
  // Mock API to return error
  await page.route('**/api/users', (route) => {
    route.fulfill({
      status: 500,
      body: JSON.stringify({ error: 'Server error' }),
    });
  });

  await page.goto('/users');
  await expect(page.getByText('Failed to load users')).toBeVisible();
});

test('displays user data from API', async ({ page }) => {
  // Mock successful response
  await page.route('**/api/users', (route) => {
    route.fulfill({
      status: 200,
      contentType: 'application/json',
      body: JSON.stringify([
        { id: 1, name: 'John Doe', email: 'john@example.com' },
        { id: 2, name: 'Jane Doe', email: 'jane@example.com' },
      ]),
    });
  });

  await page.goto('/users');
  await expect(page.getByText('John Doe')).toBeVisible();
  await expect(page.getByText('Jane Doe')).toBeVisible();
});
```

### Wait for API Calls

```typescript
test('submits form and shows success', async ({ page }) => {
  await page.goto('/contact');

  // Fill form
  await page.getByLabel('Name').fill('John');
  await page.getByLabel('Email').fill('john@example.com');
  await page.getByLabel('Message').fill('Hello!');

  // Wait for API call on submit
  const responsePromise = page.waitForResponse('**/api/contact');
  await page.getByRole('button', { name: 'Send' }).click();

  const response = await responsePromise;
  expect(response.status()).toBe(200);

  await expect(page.getByText('Message sent!')).toBeVisible();
});
```

---

## Visual Testing

```typescript
// Full page screenshot
await expect(page).toHaveScreenshot('homepage.png');

// Element screenshot
await expect(page.getByTestId('chart')).toHaveScreenshot('chart.png');

// With options
await expect(page).toHaveScreenshot('dashboard.png', {
  maxDiffPixels: 100,
  mask: [page.getByTestId('timestamp')], // Ignore dynamic content
});
```

---

## CI/CD Integration

### GitHub Actions

```yaml
# .github/workflows/e2e.yml
name: E2E Tests

on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - uses: actions/setup-node@v4
        with:
          node-version: 20
          cache: 'npm'

      - name: Install dependencies
        run: npm ci

      - name: Install Playwright browsers
        run: npx playwright install --with-deps chromium

      - name: Run E2E tests
        run: npx playwright test --project=chromium
        env:
          BASE_URL: ${{ secrets.STAGING_URL }}
          TEST_USER_EMAIL: ${{ secrets.TEST_USER_EMAIL }}
          TEST_USER_PASSWORD: ${{ secrets.TEST_USER_PASSWORD }}

      - uses: actions/upload-artifact@v4
        if: failure()
        with:
          name: playwright-report
          path: playwright-report/
          retention-days: 7
```

### Run Specific Tests

```bash
# Run all tests
npx playwright test

# Run specific file
npx playwright test e2e/tests/auth.spec.ts

# Run tests with tag
npx playwright test --grep @critical

# Run in headed mode (debug)
npx playwright test --headed

# Run specific browser
npx playwright test --project=chromium

# Debug mode
npx playwright test --debug

# Show HTML report
npx playwright show-report
```

---

## Test Data

### Factories

```typescript
// e2e/utils/test-data.ts
import { faker } from '@faker-js/faker';

export const createUser = (overrides = {}) => ({
  email: faker.internet.email(),
  password: faker.internet.password({ length: 12 }),
  name: faker.person.fullName(),
  ...overrides,
});

export const createProduct = (overrides = {}) => ({
  name: faker.commerce.productName(),
  price: faker.commerce.price({ min: 10, max: 100 }),
  description: faker.commerce.productDescription(),
  ...overrides,
});
```

### Environment Variables

```bash
# .env.test
BASE_URL=http://localhost:3000
TEST_USER_EMAIL=test@example.com
TEST_USER_PASSWORD=testpassword123
```

---

## Debugging

### Trace Viewer

```typescript
// Enable in config for failures
use: {
  trace: 'on-first-retry',
}

// View traces
npx playwright show-trace trace.zip
```

### Debug Mode

```bash
# Step through test
npx playwright test --debug

# Pause at specific point
await page.pause();  // In test code
```

### VS Code Extension

Install "Playwright Test for VS Code" for:
- Run tests from editor
- Debug with breakpoints
- Pick locators visually
- Watch mode

---

## Dead Link Detection (REQUIRED)

**Every project MUST include dead link detection tests.** Run these on every deployment.

### Link Validator Test

```typescript
// e2e/tests/links.spec.ts
import { test, expect } from '@playwright/test';

const PAGES_TO_CHECK = ['/', '/about', '/pricing', '/blog', '/contact'];

test.describe('Dead Link Detection', () => {
  for (const pagePath of PAGES_TO_CHECK) {
    test(`no dead links on ${pagePath}`, async ({ page, request }) => {
      await page.goto(pagePath);

      // Get all links on the page
      const links = await page.locator('a[href]').all();
      const hrefs = await Promise.all(
        links.map(link => link.getAttribute('href'))
      );

      // Filter to internal and absolute external links
      const uniqueLinks = [...new Set(hrefs.filter(Boolean))] as string[];

      for (const href of uniqueLinks) {
        // Skip mailto, tel, and anchor links
        if (href.startsWith('mailto:') || href.startsWith('tel:') || href.startsWith('#')) {
          continue;
        }

        // Build full URL
        const url = href.startsWith('http') ? href : new URL(href, page.url()).href;

        // Check link status
        const response = await request.get(url, {
          timeout: 10000,
          ignoreHTTPSErrors: true,
        });

        expect(
          response.ok(),
          `Dead link found on ${pagePath}: ${href} returned ${response.status()}`
        ).toBeTruthy();
      }
    });
  }
});
```

### Comprehensive Link Crawler

```typescript
// e2e/tests/site-links.spec.ts
import { test, expect, Page, APIRequestContext } from '@playwright/test';

interface LinkResult {
  url: string;
  status: number;
  foundOn: string;
}

async function checkAllLinks(
  page: Page,
  request: APIRequestContext,
  startUrl: string
): Promise<LinkResult[]> {
  const visited = new Set<string>();
  const results: LinkResult[] = [];
  const toVisit = [startUrl];
  const baseUrl = new URL(startUrl).origin;

  while (toVisit.length > 0) {
    const currentUrl = toVisit.pop()!;
    if (visited.has(currentUrl)) continue;
    visited.add(currentUrl);

    try {
      await page.goto(currentUrl);
      const links = await page.locator('a[href]').all();

      for (const link of links) {
        const href = await link.getAttribute('href');
        if (!href || href.startsWith('#') || href.startsWith('mailto:') || href.startsWith('tel:')) {
          continue;
        }

        const fullUrl = href.startsWith('http') ? href : new URL(href, currentUrl).href;

        // Check link
        const response = await request.get(fullUrl, {
          timeout: 10000,
          ignoreHTTPSErrors: true,
        });

        results.push({
          url: fullUrl,
          status: response.status(),
          foundOn: currentUrl,
        });

        // Add internal links to queue
        if (fullUrl.startsWith(baseUrl) && !visited.has(fullUrl)) {
          toVisit.push(fullUrl);
        }
      }
    } catch (error) {
      results.push({
        url: currentUrl,
        status: 0,
        foundOn: 'navigation',
      });
    }
  }

  return results;
}

test('no dead links on entire site', async ({ page, request, baseURL }) => {
  const results = await checkAllLinks(page, request, baseURL!);
  const deadLinks = results.filter(r => r.status >= 400 || r.status === 0);

  if (deadLinks.length > 0) {
    console.error('Dead links found:');
    deadLinks.forEach(link => {
      console.error(`  ${link.url} (${link.status}) - found on ${link.foundOn}`);
    });
  }

  expect(deadLinks, `Found ${deadLinks.length} dead links`).toHaveLength(0);
});
```

### Image Link Validation

```typescript
// e2e/tests/images.spec.ts
import { test, expect } from '@playwright/test';

test('no broken images on homepage', async ({ page, request }) => {
  await page.goto('/');

  const images = await page.locator('img[src]').all();

  for (const img of images) {
    const src = await img.getAttribute('src');
    if (!src) continue;

    const url = src.startsWith('http') ? src : new URL(src, page.url()).href;

    // Skip data URLs
    if (url.startsWith('data:')) continue;

    const response = await request.get(url);
    expect(
      response.ok(),
      `Broken image: ${src}`
    ).toBeTruthy();

    // Verify it's actually an image
    const contentType = response.headers()['content-type'];
    expect(
      contentType?.startsWith('image/'),
      `${src} is not an image (${contentType})`
    ).toBeTruthy();
  }
});
```

### CI Integration for Link Checking

```yaml
# .github/workflows/link-check.yml
name: Link Check

on:
  schedule:
    - cron: '0 6 * * 1'  # Weekly on Monday
  push:
    branches: [main]

jobs:
  link-check:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: 20
      - run: npm ci
      - run: npx playwright install chromium
      - run: npx playwright test e2e/tests/links.spec.ts --project=chromium
        env:
          BASE_URL: ${{ secrets.PRODUCTION_URL }}
```

---

## Anti-Patterns

- **Hardcoded waits** - Use auto-waiting assertions instead
- **CSS/XPath selectors** - Use role/text/testid locators
- **Testing third-party sites** - Mock external dependencies
- **Shared state between tests** - Each test must be isolated
- **Missing awaits** - Use ESLint rule `no-floating-promises`
- **Flaky time-based tests** - Mock dates/times
- **Testing implementation details** - Test user-visible behavior
- **Huge test files** - Split by feature/page

---

## Quick Reference

```bash
# Install
npm init playwright@latest

# Run tests
npx playwright test
npx playwright test --headed
npx playwright test --project=chromium
npx playwright test --grep @smoke

# Debug
npx playwright test --debug
npx playwright show-report
npx playwright show-trace trace.zip

# Generate tests
npx playwright codegen localhost:3000
```

### Package.json Scripts

```json
{
  "scripts": {
    "test:e2e": "playwright test",
    "test:e2e:headed": "playwright test --headed",
    "test:e2e:debug": "playwright test --debug",
    "test:e2e:report": "playwright show-report",
    "test:e2e:codegen": "playwright codegen"
  }
}
```
#claude-bootstrap#bootstrap#playwright#testingbrowserplaywrightnodejsnpm

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#github-copilot#webMIT

agent-browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.

#github#broad-capabilityApache-2.0

Agent Browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

#broad-capability#claude-codeMIT

agent-browser core

Core agent-browser usage guide. Read this before running any agent-browser commands. Covers the snapshot-and-ref workflow, navigating pages, interacting with elements (click, fill, type, select), extracting text and data, taking screenshots, managing tabs, handling forms and auth, waiting for content, running multiple browser sessions in parallel, and troubleshooting common failures. Use when the user asks to interact with a website, fill a form, click something, extract data, take a screenshot, log into a site, test a web app, or automate any browser task.

#github#broad-capabilityApache-2.0

Agentcore

Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cloud browser with AWS credentials, or needs a managed browser session backed by AWS infrastructure. Triggers include "use agentcore", "run on AWS", "cloud browser with AWS", "bedrock browser", "agentcore session", or any task requiring AWS-hosted browser automation.

#broad-capability#browserApache-2.0