From Test Cases to Automation — AI Agents Writing Test Scripts

The Automation Gap

Test cases exist… but automation lags.

AI agents convert test cases into executable automation code.

What the AI Agent Can Generate

• Playwright / Selenium scripts

• API automation tests

• Assertions

• Test data builders

• Page Objects / Helpers

Automation Flow

1. Read test cases

2. Understand application stack

3. Generate framework-aligned code

4. Add assertions & logging

Cursor Usage

• Select test case file

• Prompt:

  “Convert these scenarios into Playwright tests”

• Refactor iteratively with Cursor suggestions

Result

• Faster automation

• Cleaner test code

• Reduced manual scripting