Automated software QA & test engineering
Full-stack test automation and quality engineering practice. Backed by 20+ years of QA leadership, we eliminate testing overhead by uniting high-load stress testing with cutting-edge Playwright MCP orchestration—enabling autonomous, self-healing browser automation across web, mobile, API, and database layers.
01 / Technical Core Pillars
🤖 Playwright MCP Autonomous Automation
LLMs interact directly with browser runtimes via Model Context Protocol (MCP)—dynamically inspecting DOM trees, bypassing fragile selectors, and auto-repairing broken locator paths in real time.
⚡ High-Volume Concurrency & Stress Testing
Rigorous performance and load benchmarking simulating 10,000+ simultaneous clients to identify connection locks, memory leaks, and backend bottlenecks before release.
🚀 Full-Stack Web, Mobile & API Suites
Parallel execution across Chromium, Firefox, WebKit, iOS, and Android (Selenium, Appium, Playwright), cross-verifying frontend rendering with network API responses.
🗄️ Database State & Backend Integrity
Transactional integrity tests verifying dynamic UI actions directly against PostgreSQL, Supabase, and custom server infrastructure to ensure absolute data consistency.
02 / Service Matrix & Deliverables
| Service Module | Focus Area | Key Deliverables |
|---|---|---|
| Playwright MCP Engineering | AI Browser Automation | MCP server tooling, self-healing test suites, dynamic selector auto-repair agents |
| Full-Stack QA Architecture | End-to-End Testing | Custom Playwright/Cypress/Appium codebases tailored to your tech stack |
| CI/CD Continuous Quality Gates | Pipeline Automation | GitHub Actions & GitLab CI workflows with automated blocking PR quality checks |
| Stress & Concurrency Audits | Performance & Scale | 10k+ client load execution reports, latency profiling, bottleneck remediation |
03 / Integration Lifecycle
Ready to modernise your QA pipeline?
Partner with Voxel AI Lab to architect resilient, self-healing test automation and high-load performance verification.