Service

AI-driven web application testing services

Self-healing E2E coverage for React, Vue, Angular, and Svelte apps. Autonomous AI agents on top of Playwright — tests that survive design-system churn, locator drift, and SPA-routing weirdness.

Promise
  • Self-healing locators that survive component-library and copy changes
  • Intent-based assertions — 'user can checkout', not 'div.btn-23 exists'
  • SPA-aware waits — no sleeps, no race conditions
  • Playwright-native — your team owns the code, agents own the maintenance

What you get

Playwright + agentic suite

A regression pack written in idiomatic Playwright, with our agent layer driving exploration, self-healing, and intent-based assertions.

Locator-drift defence

When the design system ships a refactor, the agent re-binds locators against semantic intent and flags the diff for review. No PR-day fire drill.

Visual + accessibility regression

Percy or Chromatic for visual diffs, axe-core for WCAG checks — both gated by the same PR pipeline as your functional tests.

CI integration with evidence

PR gate + scheduled deep regression, each run producing logs, screenshots, traces, and a one-line summary your engineers can scan in 5 seconds.

Team enablement

Pairing sessions with your engineers so the team can read agent output, accept locator adaptations, and extend the suite themselves.

Named QA lead

A senior engineer owns your suite end-to-end and joins your standups if you want them there.

How it works

  • Exploratory agents crawl the app, log every reachable route and modal state, and surface the critical journeys that block revenue
  • We prioritise with a senior QA lead — auth, payments, search, account, and the flows your analytics says drive activation

Evidence you will actually see

Per-PR Playwright traces, screenshots, and video for every failed assertion
Self-healing change-log — every locator the agent adapted, with diff and reviewer
Trend snapshots: pass rate, flake rate, runtime, and locator-drift incidents per release
Visual diff dashboard + axe-core accessibility scorecard alongside functional results

Tests that survive your design-system roadmap.

Tools & stack

Playwright + agentic layer

Playwright as the deterministic engine; our agent layer drives exploration, self-healing, and intent-based assertions.

Percy / Chromatic

Visual regression baselines — gated alongside functional tests so design-system changes don't ship surprises.

axe-core / Pa11y

Automated WCAG checks integrated into the same PR gate — accessibility is a quality concern, not a separate workstream.

GitHub Actions / GitLab CI / Buildkite

PR gates and parallelised regression; we wire your sharding and reporters, not a separate pipeline.

Storybook / Component Studio

Agentic component-level testing for design systems — catch regressions before they reach the page.

Jira / Linear / TestRail

Traceability from critical journey → test → run → ticket with attached evidence.

FAQs

How is AI-driven web application testing different from running Playwright by itself?+
Playwright is the engine — fast, deterministic, browser-grade. The AI layer on top decides what to test next, adapts locators when the DOM changes, and writes intent-based assertions. You get all of Playwright's stability without the maintenance bill that comes with hand-written selectors.
Will the agent break my existing Playwright suite?+
No. We wrap your existing tests rather than replacing them. Your engineers keep ownership of the code; the agent handles exploration, self-healing, and assertion drift.
Does this work for complex SPAs — React, Vue, Angular, Svelte?+
Yes. The agent reasons about routing, hydration, and component state, so SPA-specific issues (race conditions, ghost clicks, stale-state assertions) are handled at the framework level. We've delivered against all four.
How do you handle design-system or copy changes?+
Self-healing. When a button moves from .btn-primary to a new variant, the agent re-binds the locator against role + accessible name and logs the change. Your engineers approve the diff in a weekly review — it doesn't break PR builds.
Can we keep our visual regression and accessibility tools?+
Yes. We integrate Percy or Chromatic for visual and axe-core or Pa11y for accessibility into the same PR pipeline as functional tests. One gate, one report.
What about mobile and broader QA?+
For mobile-only work see /services/autonomous-mobile-app-testing/. For combined web + mobile + API coverage see /services/agentic-ai-qa/.
Proof · Case studyYour CI isn't broken — it's flakyRead the case study
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