About
Making test automation accessible to everyone
Manual QA knowledge needs an execution engine.
AtwalLabs was built from a simple belief: testing your software shouldn't require writing more software.
The problem we solve
Test automation has been dominated by code-first tools for decades. Selenium, Cypress, Playwright — they're powerful, but they demand programming expertise that most QA teams don't have. And even when you have the skills, you spend more time maintaining brittle selectors than actually finding bugs.
No-code tools tried to fix this, but they introduced new problems: black-box AI that you can't inspect, recorder-based tests that break on the first UI change, and pricing models that charge per user.
AtwalLabs takes a different approach. We built a platform where the tool learns your application — not the other way around. Explore your app once, and the Knowledge Base captures every page, field, and flow. Write tests in plain English, and a 10-tier element resolution engine handles the rest. When UI changes break locators, self-healing fingerprints recover automatically.
The Knowledge Base is fully transparent. You can see what was learned, edit it, and understand why a test passed or failed. No black boxes. No magic. Just a system that gets smarter with every run.
What we believe
Transparency
Your Knowledge Base is fully visible. You can see, edit, and understand everything the system has learned. No black boxes.
Reliability over speed
A test that passes incorrectly is worse than a slow test. We prioritize correctness with 10-tier element resolution and self-healing locators.
Accessible to everyone
Test automation shouldn't require a software engineering degree. Plain English input means anyone on the team can contribute.
Learn and adapt
The platform gets smarter with every interaction. Knowledge compounds across runs, users, and app changes.
How we got here
Foundation
Core browser automation engine built on Playwright with deterministic rule-based test translation.
Knowledge Base
Three layers learned from your application: Component KB, App Knowledge, and Field Synonyms.
Exploration
App Walkthrough Mode — live browser exploration with automatic knowledge capture.
Intelligence
Deterministic DOM scoring, self-healing fingerprints, 10-tier element resolution, refusal instead of guesswork.
Full Platform
API testing, unit testing, data-driven execution, multi-tenant enterprise architecture.
Universal
Full page structure capture — any app type, any framework. Plain-English steps compile for dashboards, e-commerce, content sites, and more.