AI-Powered Visual Regression
Catch visual bugs that standard tests miss. Learn how supaguard's Reviewer AI identifies UI glitches and how to implement visual assertions in Playwright.
Functional tests catch broken links, but they don't catch broken layouts. A "Checkout" button might be clickable, but if it's hidden behind a broken CSS header, your users are stuck. supaguard combines Playwright Screenshots with our Reviewer AI to provide comprehensive visual reliability.
The Visual "Silent Failure"
A silent failure occurs when the code is technically "correct" (the element exists in the DOM) but the user experience is broken.
- Example: A modal popup covers the entire screen but has an invisible "Close" button.
- Example: Your site's primary font fails to load, defaulting to a broken layout.
How supaguard Solves This
1. The Reviewer AI
Unlike traditional visual testing tools that alert you for every pixel change (font rendering, anti-aliasing), supaguard's Reviewer AI understands context.
- It ignores dynamic content (like timestamps or random ads).
- It focuses on Intent-Blocking Glitches—elements that are overlapping, off-screen, or low-contrast.
2. Manual Visual Assertions
You can add manual screenshot assertions to your scripts for pixel-perfect critical areas (like your logo or pricing table).
import { test, expect } from '@playwright/test';
test('pricing table visual test', async ({ page }) => {
await page.goto('/pricing');
// Take a screenshot of just the pricing card
const pricingCard = page.getByTestId('starter-plan-card');
// supaguard compares this to the 'Golden Baseline' automatically
await expect(pricingCard).toHaveScreenshot('starter-plan.png', {
maxDiffPixelRatio: 0.05 // Allow 5% variance for dynamic text
});
});Best Practices
- Use for "Static" Components: Visual regression is best for headers, footers, and landing page sections.
- Ignore Dynamic Regions: Use the
maskoption to hide charts or real-time data from the visual check. - Cross-Browser Verification: Ensure your layout holds up on WebKit (Safari) just as well as Chromium.
UI/UX Reliability
Synthetic Monitoring vs. APM: The Experience Gap
Understand the difference between backend observability (APM) and frontend reliability (Synthetics). Learn why supaguard is essential even if you already use Datadog or New Relic.
Alerting Guide: Notifications for Check Failures
Configure alert policies to receive notifications via email, Slack, and webhooks when synthetic checks fail. Set triggers, recovery alerts, and escalations.