A thought leadership publication by AnthroQA

The best QA teams aren't replaced by AI.
They're amplified by it.

AnthroQA is building tools for QA teams who stay at the centre — and use AI to scale what humans do best. Perspectives, guides, and frameworks on how quality engineering evolves in the AI era.

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Human intelligence at the centre
AI as the amplifier
Quality that scales

What we write about

AI in testingHuman-led QACI/CD & automationTest strategyQA metricsThe 4D principlePlaywright & frameworksQA leadership

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Perspectives on QA, AI, and how quality engineering evolves.

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About the author

VA

Vijay Asokkumar

Founder, AnthroQA · Senior QA Automation Engineer

13+ years building automation frameworks and CI/CD pipelines at Cisco Systems, Wipro, and HCL Technologies. Built TellMeWhy — an AI-powered triage tool that won 1st place at Cisco Meraki's internal hackathon. Certified by Anthropic Academy in Model Context Protocol and AI Fluency. Now writing and building at the intersection of human intelligence and AI in quality engineering — from Auckland, New Zealand.

Auckland, NZCisco Systems alumniAnthropic MCP certifiedHackathon winner — 1st place13+ years QA
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In development

NILAAI — QA intelligence dashboard

Analyses any test report and surfaces high-level build status for stakeholders — so release decisions are based on insights, not raw data.

Any report format

Stakeholder-ready

Insight-driven

Build signal

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by AnthroQA