Operio

Operio vs Playwright

Playwright replays the clicks you code. Operio is an agentic testing platform: an AI agent that understands your app while it tests it. Describe the journey in plain English and it works through your web app and native iOS and Android builds, checks every outcome and tells you why something failed.

The same journey, two ways

Playwright replays a script. Operio understands the journey.

A Playwright test does exactly what you coded, in the order you coded it, and stops the moment your app doesn't match. Operio's agent reads each screen as it tests, decides the next action toward the goal, checks every outcome the way a person would, and tells you why something failed.

checkout.spec.tsPlaywright
1test('checkout with a saved card', async ({ page }) => {2  await page.goto('/login');3  await page.getByLabel('Email').fill(process.env.SHOPPER_EMAIL!);4  await page.getByLabel('Password').fill(process.env.SHOPPER_PASSWORD!);5  await page.getByRole('button', { name: 'Sign in' }).click();6  await page.getByRole('link', { name: 'Blue hoodie' }).click();7  await page.getByRole('button', { name: 'Add to cart' }).click();8  await page.getByTestId('cart-link').click();9  await page.getByRole('button', { name: 'Checkout' }).click();10  await page.getByTestId('saved-card-visa').check();11  await page.getByRole('button', { name: 'Place order' }).click();12  await expect(page.getByRole('heading', { name: 'Order confirmed' })).toBeVisible();13});
Operio testCheckout with a saved cardPassed
  1. Sign in as @shopper
  2. Add the blue hoodie to the cart
  3. Open the cart and go to checkout
  4. Pay with the saved Visa card
  5. The order confirmation is shown
What the agent sawThe saved Visa is selected. Clicking “Place order” to pay.

Why teams choose Operio

Why an agent beats a script

  • 01

    An agent that understands your app

    Operio doesn't replay recorded clicks. It reads each screen while it tests, works toward the goal of the journey and judges the result in context, so a test checks what a user would actually notice.

  • 02

    Tests anyone on the team can write

    Describe the journey the way you'd explain it to a teammate. QA, product and support write and review tests, not only the engineers who know the framework.

  • 03

    No test code to maintain

    No locators, page objects or fixtures to keep in sync with your markup. Each step says what a user does, and the agent works out the rest.

  • 04

    Web and native mobile in one place

    The same plain-English tests cover your web app and your iOS and Android builds, on hosted browsers and cloud devices.

  • 05

    Failures that explain themselves

    Every failure arrives with video, screenshots, console and network logs, and what was expected next to what happened, in Slack, Google Chat, email or Jira.

At a glance

Operio and Playwright, side by side

How a test runs
OperioAn AI agent reads each screen and decides the next action toward the goal
PlaywrightReplays the exact actions you coded
How tests are written
OperioPlain-English steps anyone can read
PlaywrightCode in TypeScript, JavaScript, Python, Java or .NET
Who writes them
OperioAnyone who can describe the journey
PlaywrightEngineers comfortable with the framework
Finding elements
OperioThe agent reads the screen and acts on intent
PlaywrightLocators you write and maintain, such as roles, text or test IDs
When the UI changes
OperioNo locators to update; steps describe what a user does
PlaywrightSelectors and assertions need updating
Platforms
OperioWeb, plus native iOS and Android apps
PlaywrightChromium, Firefox and WebKit; mobile through browser emulation only
Infrastructure
OperioHosted browsers and devices, nothing to run
PlaywrightBrowsers run on your machines or in your CI
Evidence on failure
OperioVideo, screenshots, console and network logs, expected vs actual
PlaywrightTraces, screenshots and video you configure
Exploratory testing
OperioGive a goal and the agent explores on its own
PlaywrightNot built in; tests follow the code you write

Moving from Playwright?

The Operio team will help you bring your Playwright journeys over and get your first suite running with you, starting with the flows that matter most.

Talk to the team

See the difference on your own app

Bring a journey you maintain in Playwright and watch Operio run it from plain English in the demo.