Test-Lab.ai Key Features

Autonomous AI Agents

Agents explore web apps like real users — clicking, reasoning, and adapting to dynamic content to discover broken flows and edge cases without hand-written scripts.

Scriptless Test Creation

Write tests in plain English (no selectors or waits). The platform translates natural-language instructions into browser actions and assertions automatically.

CI/CD & Pipeline Integration

One-line integrations with GitHub Actions, GitLab CI, or any pipeline to run tests on every PR, block bad deploys, and send alerts to Slack and issue trackers.

Actionable Evidence & Debugging

Detailed reports include screenshots, video replays, step-by-step logs, network traces, and failure reasoning to reproduce and fix issues quickly.

Scale & Real Device Coverage

Run thousands of parallel browser agents across real desktop and mobile browsers, multiple AWS regions, and custom device sets for fast, comprehensive testing.