AI Agent · 2026

AI Test-Automation Agent

A testing agent that reads requirements and pages, then generates, runs and self-heals end-to-end test cases with a traceable report.

www.siyou365.com/en/cases/ai-test-agent/
AI Test-Automation Agent

Background

Regression testing consumed a large share of each cycle and cases broke as requirements changed.

What we did

  • The agent reads requirement docs and page DOM to generate Playwright cases
  • Failing cases are diagnosed for selector drift and self-healed
  • Every run produces a report with screenshots and step logs

Technical approach

Layer Choice
Orchestration Claude Code Skill + Python
Execution Playwright (Chromium / WebKit)
CI GitHub Actions

Results

Metric Value
Coverage Not disclosed
Regression time Not disclosed

Authorization

Internal project; method and architecture are public, client data not disclosed.

Anonymized: client name and data not disclosed

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