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Building an MCP-Powered QA Agent
Build an MCP QA agent that runs Playwright tests, validates APIs, and analyzes failures through a controlled, auditable tool layer with human approval.
Sankalp Nihal Pandey
Software Engineer
Love to explore and try out new technologies. Always curious to learn new things and trying to implement the things learned. Enthusiastic to build new things and learn new concepts. Self-improvement is the biggest mission always striving to improve my knowledge and improve knowledge and performance.
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Articles
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From Test Failure to Root Cause: Building an AI-Assisted Playwright Failure Analysis Pipeline
This blog explains how an AI-assisted Playwright pipeline can analyze test failure evidence, identify probable root causes, and support human-validated debugging.
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Stop Automating Everything: A Balanced Quality Engineering Approach to Testing
Balanced quality engineering places automation, API testing, exploratory work, and AI where each gives the most value, so teams ship faster without trading away user-perceived quality.
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Shift-Left Testing: Building Quality from the Start
Shift-Left Testing brings quality to the start of development, helping teams reduce costs, prevent defects early, and speed up delivery in Agile and DevOps pipelines.
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How AI & ML Are Transforming Quality Assurance in Software Testing with Playwright Examples
AI and ML are reshaping software testing with Playwright, bringing self-healing, predictive, and intelligent QA automation to modern software development.
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Katalon and the Rise of Low-Code Test Automation
Looking for a low-code automation framework? Katalon offers an all-in-one QA testing platform for web, mobile, and APIs with fast setup and easy scaling.