Hamza
All case studies
mParsec · 2024

Automily — GenAI QA Automation Platform

A GenAI-powered QA automation platform that turns plain-English specs into executable browser tests — with a self-healing layer that re-anchors selectors when the UI drifts.

LLMsPlaywrightAgent PlanningSelf-HealingReactTypeScript
LeadOwned product end-to-end
10xFaster suite authoring
SelfHealing selectors
Context

Regression suites that survive UI drift

Traditional QA automation breaks the moment a button moves or a selector changes. Automily uses LLMs to plan test flows from plain English, a deterministic runner to execute them, and a self-healing layer that re-anchors selectors when the UI drifts.

My Approach

LLM planner, deterministic runner, self-healing layer

1

Plan test flow from natural language

The agent turns a plain-English spec into a structured plan: steps, assertions, expected state.

2

Execute in a Playwright sandbox

A deterministic runner executes the plan in an isolated Playwright environment.

3

Self-heal when selectors drift

When a selector misses, the healing layer re-anchors using semantic context and updates the test for future runs.

Results

What shipped

Days → minutes for suite authoring

Early-access teams cut regression-suite authoring time dramatically.

Reporting UI for failing flows

I built the dashboard that surfaces failures with their healed and original states.

Interested in working together?

I build production-grade AI and full-stack systems for international clients.

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