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I Built a One-Person AI QA Agency Using a Skill File and a Local LLM. Here Is How It Works.How to Start Freelancing as a QA Engineer Without Quitting Your Job Firstk6 Load Testing Tutorial for QA Engineers Who Have Never Done Performance TestingI Built a Browser Automation Pipeline with Playwright. Here’s Why Cypress and Selenium Wouldn’t Have Made It.The Hybrid AI QA Workflow: How AI Dev Teams Upgraded the QA RoleCasino Game QA Testing: What I Learned Using Claude as a Collaborator on a Real ProjectI Built a One-Person AI QA Agency Using a Skill File and a Local LLM. Here Is How It Works.How to Start Freelancing as a QA Engineer Without Quitting Your Job Firstk6 Load Testing Tutorial for QA Engineers Who Have Never Done Performance TestingI Built a Browser Automation Pipeline with Playwright. Here’s Why Cypress and Selenium Wouldn’t Have Made It.The Hybrid AI QA Workflow: How AI Dev Teams Upgraded the QA RoleCasino Game QA Testing: What I Learned Using Claude as a Collaborator on a Real Project

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#AI QA workflow

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Solo QA engineer running an AI QA workflow for real projects using a local LLM and skill file methodology

Test Automation & AI-Driven Testing

I Built a One-Person AI QA Agency Using a Skill File and a Local LLM. Here Is How It Works.

Most QA engineers use AI the way they use Google: reactive, stateless, no retained context. This is the system I built instead,…

May 28, 2026 Read →