AI for Developers8 of 30 steps (27%)
Now that you have explored the tools for AI code review and refactoring, this tutorial picks up where that exploration left off.

Generate and Maintain E2E Tests with Octomind

Octomind discovers your app's user flows and generates Playwright tests that self-update when the UI changes.

Prerequisites

  • Octomind account
  • A web app with a URL Octomind can access (staging or prod)

Step 1: Connect your app

In Octomind, add your app's URL. Octomind crawls the app and discovers user flows automatically: login, checkout, form submission, navigation.

Step 2: Review discovered flows

Octomind shows the flows it found. Select which ones to generate tests for. Prioritize critical paths: login, checkout, core feature use.

Step 3: Generate tests

Click "Generate Tests" for each flow. Octomind writes Playwright tests. You can view and edit them. The tests use semantic selectors, not brittle CSS classes.

Step 4: Run in CI

Octomind provides a GitHub Action. Add to your workflow: runs tests on every PR. Failures show which user flow broke and what changed.

Step 5: Auto-update on UI changes

When your UI changes, Octomind detects that a test is failing because the UI changed (not a bug). It updates the test automatically and notifies you. You review and approve the update.

Step 6: Add custom tests

For flows Octomind didn't discover (edge cases, admin-only flows), write Playwright tests manually and add them to the Octomind suite. They'll run alongside auto-generated tests.

In the next step, you will explore the best AI tools for generating unit and integration tests. Browse the options, pick one that fits your workflow, and try it before continuing.

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