The QA‑rious
Mind

The QA‑rious Mind.

Curious about quality, testing, AI and the fine art of breaking things nicely.

Latest blogs

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  1. AI & Quality
    15 Oct 20266 min read

    AI Sped Up Every Stage. Is Quality Keeping Up?

    AI is now being used at every stage of the SDLC. Feature requirements are drafted by AI, code is written by AI, tests are generated by AI, and teams are shipping to live faster than ever.

  2. API Automation
    24 May 20265 min read

    Building an AI-Driven API Testing Framework

    My team moved to AI-driven development — full specs fed to AI, entire epics delivered at once, no more incremental story releases.

QA Practice & knowledge

QA Foundations

All topics
  • Shift Left
  • Automation
  • Exploratory Testing
  • Observability
  • DORA Metrics

AI-Powered QA

All topics
  • Test Cases Generated with AI Agent
  • Automation Scripts Created with AI
  • Spec-Driven Development

The QA-rious Mind

Curious about quality.

A home for curious testers. The blog shares real lessons on quality, testing and AI. QA Practice and Knowledge is a growing library of essentials and techniques. Practical, honest and built on experience.

About me

Heya, I'm Kerina. For over 10 years I've helped teams build quality into the whole software lifecycle, not just at the end. I test from the customer's point of view and build quality in from the start: checking requirements early, shifting automation left and monitoring what we deploy to live.

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