AI-Driven Quality Engineering Architect · Available for new engagements · Australia

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Insights &Practical Advice

Practical insights on software testing, QA, and technology for growing businesses.

Testing Event-Driven Systems: Playwright, AWS, and the Limits of Synchronous Thinking
Testing7 min read

Testing Event-Driven Systems: Playwright, AWS, and the Limits of Synchronous Thinking

Most API testing is built on one assumption — that systems respond immediately. Here's what I learned testing a distributed AWS e-commerce platform where that assumption didn't hold, and how AI tooling has changed the approach since.

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From Selenium to Playwright and AI: 20 Years of Watching Test Automation Evolve
Testing6 min read

From Selenium to Playwright and AI: 20 Years of Watching Test Automation Evolve

After 20+ years in QA and test automation — living through the Selenium era, adopting Playwright on real delivery projects, and cautiously integrating AI — here's what I've actually seen shift, and what it means for the teams doing this work today.

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How to Know If Your Business Is Ready for AI
AI5 min read

How to Know If Your Business Is Ready for AI

A practical guide to assessing your organisation's AI readiness. Learn the signs that indicate you're prepared for AI adoption—and the red flags that suggest you should wait.

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A Practical Guide to AI Workflow Automation
AI6 min read

A Practical Guide to AI Workflow Automation

Learn how to automate repetitive business processes using AI tools like n8n, Zapier, and Make. Step-by-step guide with real-world examples for small and medium businesses.

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RAG Explained: Building AI That Knows Your Business
AI7 min read

RAG Explained: Building AI That Knows Your Business

Understand Retrieval-Augmented Generation (RAG) in plain English. Learn how RAG lets you build AI assistants that know your company's documents, policies, and procedures.

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ChatGPT vs Claude vs Gemini: Which AI Should Your Business Use?
AI6 min read

ChatGPT vs Claude vs Gemini: Which AI Should Your Business Use?

An unbiased comparison of the top AI models for business use. Compare ChatGPT, Claude, and Gemini across pricing, capabilities, and real-world use cases to make the right choice.

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Test Automation Strategy: Where to Start and What to Automate
Testing7 min read

Test Automation Strategy: Where to Start and What to Automate

A practical guide to building a test automation strategy that delivers value. Learn what to automate, what to leave manual, and how to prioritise your automation efforts.

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Why Most Test Automation Projects Fail (And How to Avoid It)
Testing7 min read

Why Most Test Automation Projects Fail (And How to Avoid It)

Test automation projects fail at an alarming rate. Learn the most common reasons automation initiatives fail and practical strategies to ensure your investment pays off.

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AI for Small Business: 10 Practical Use Cases That Actually Work
AI6 min read

AI for Small Business: 10 Practical Use Cases That Actually Work

Discover real-world AI applications that deliver measurable results for small businesses. From customer service to content creation, learn which AI tools are worth your investment.

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API Testing: A Complete Guide for Non-Technical Teams
Testing8 min read

API Testing: A Complete Guide for Non-Technical Teams

Understand API testing without the technical jargon. Learn what APIs are, why testing them matters, and how to work effectively with your development team on API quality.

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Technical Debt: What It Is and When to Pay It Off
Strategy8 min read

Technical Debt: What It Is and When to Pay It Off

Understand technical debt in plain terms. Learn how to identify it, measure its impact, communicate it to stakeholders, and make smart decisions about when to address it.

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