Quality Engineering
Meets Artificial
Intelligence
Bridging the gap between traditional QE practices and the AI-first future. Consulting, frameworks, and hands-on guidance for teams ready to transform.
What I do
Services & Expertise
From QE strategy to deploying autonomous AI agents — end-to-end transformation.
Quality Engineering
#QEStrategyEnd-to-end QE strategy, shift-left testing, and quality culture transformation for modern engineering teams.
Test Automation
#TestAutomationScalable automation frameworks with Playwright, Cypress, Selenium, and API testing at enterprise scale.
Generative AI
#GenerativeAIIntegrate LLMs into your QE workflow — AI-assisted test generation, smart defect triage, and intelligent reporting.
Agentic AI
#AgenticAIDeploy autonomous AI agents that plan, execute, and adapt testing workflows with minimal human intervention.
Ready to build AI-first quality?
Let's design your QE + AI roadmap together. From test automation to agentic pipelines.
Start the conversationFrom the blog
Latest Insights
AI-Powered Test Generation with Claude and Playwright
How to use Anthropic Claude to automatically generate Playwright test scripts from user stories and design specs — a practical guide with real code.
Introduction to Agentic AI in Quality Engineering
What agentic AI means for QE teams, how autonomous testing agents work, and how to start building your first self-healing test pipeline.
Kanban - Visual Workflow Management for Continuous Delivery
A practical guide to Kanban — understanding its principles, workflow visualization, WIP limits, and how teams use Kanban to improve productivity and continuous software delivery.