Automated Testing with AI Template
Template for AI-driven testing: test generation, visual regression, bug prediction. Integrate with CI.
This template describes how to integrate AI into your test pipeline: test case generation, visual regression with smart diff, and optionally bug prediction for prioritisation.
Variations
AI Test Generation
LLM generates test cases from user stories. Output: Cypress/Playwright code.
Best for: Teams wanting to expand coverage quickly.
Visual Regression with AI
Screenshot tests where AI does semantic diff instead of pixel-perfect. Fewer false positives.
Best for: UI-heavy apps where layout matters.
How to use
Step 1: Choose tool (for generation: Mabl, DevTools; for visual: Perceptual diff, custom). Step 2: For generation: give LLM context (stories, schema), validate generated tests. Step 3: For visual: baseline screenshots, run on PR, AI compares. Step 4: Integrate in CI. Step 5: Review failures; tune prompts or ignore rules.
Frequently asked questions
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